Rescan Report
Share Report
Copy Report Link
Rescan Report
Share Report
Copy Report Link
Export Report
73/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability84%Agent Easeof Use63%Security& Trust80%GEO, AIO, AEO74%SEO100%Performance& Accessibility66%
  • AI Discoverability 84 out of 100
  • Agent Ease of Use 63 out of 100
  • Security & Trust 80 out of 100
  • GEO, AIO and AEO 74 out of 100
  • SEO 100 out of 100
  • Performance and Accessibility 66 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Render | The cloud for builders favicon

Render | The cloud for builders

Deploy and scale any app or agent from your first user to your billionth. Build faster on intuitive cloud infrastructure for the modern web.

Next step

Turn this report into a fix workflow

15 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.

Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
84
Mostly ready2130View details
Discoverability
100
Strong900
Content Readiness
80
Mostly ready1010View details
Bot Access Control
67
Needs work220View details
Agent Ease of Use
63
Needs work21224View details
API
92
Strong602
Auth
Not Applicable
Not Applicable070View details
MCP
60
Needs work671View details
Skill Discovery
38
Priority fix581View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
74
Needs work4213View details
GEO Readiness
84
Mostly ready104
AIO Readiness
77
Mostly ready214View details
AEO Readiness
62
Needs work115View details
SEO
100
Strong1100
SEO
100
Strong1100
Security & Trust
80
Mostly ready810View details
Security & Trust
80
Mostly ready410View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
66
Needs work1771View details
Performance
57
Needs work1161View details
Accessibility
83
Mostly ready610View details

Prioritized recommendations

Issues ranked by score impact

38 items need attention

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

100 Fail

Needs attention

Content-Security-Policy

Failed check
01

Issue

Content-Security-Policy is missing or incomplete.

02

Why it matters

Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Constrain script, style, frame, and resource loading with a Content-Security-Policy header.

Result

Content-Security-Policy is missing or incomplete.

Evidence
{
  "header": "content-security-policy",
  "value": "script-src 'self' 'unsafe-inline' 'unsafe-eval' https://*.osano.com https://*.posthog.com https://*.i.posthog.com https://scout-cdn.salesloft.com https://snap.licdn.com https://www.google.com https://www.googletagmanager.com https://www.gstatic.com; connect-src 'self' https://*.algolia.net https://*.algolianet.com https://*.google-analytics.com https://*.google.com https://*.googletagmanager.com https://*.hsforms.com https://*.inkeep.com https://*.linkedin.com https://*.osano.com https://*.posthog.com https://*.i.posthog.com https://*.segment.com https://*.segment.io https://api.unifyintent.com https://api.ashbyhq.com https://cdn.growthbook.io https://cdn.sanity.io https://hubspot-forms-static-embed.s3.amazonaws.com https://pagead2.googlesyndication.com https://scout.salesloft.com https://translate.googleapis.com; worker-src 'self' blob: https://*.osano.com; report-uri https://render.report-uri.com/r/t/csp/reportOnly; report-to wizard;"
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

100 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: 1 links missing accessible names; 2 buttons missing accessible names.

Details

02

Why it matters

Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence
{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": true,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a href=\"/\"><svg width=\"110\" height=\"21\" viewBox=\"0 0 110 21\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" aria-label=\"Render\" class=\"fill-current\"><path d=\"M38.1801 3.45902C41.7067 3.45902 43.9994 5.45905 43.9994 8.67133C43.9994 11.0232 42.6512 12.7708 40.5375 13.5165L44.6811 20.6218H41.6077L37.7421 13.8798H33.4728V20.6218H30.8259V3.45902H38.1801ZM33.469 5.84911V11.5165H38.0544C40.1567 11.5165 41.2421 10.3387 41.2421 8.67133C41.2421 6.96576 40.1605 5.84911 38.0544 5.84911H33.469Z\"/><path d=\"M"
    ],
    "inaccessibleButtons": [
      "<button type=\"button\" class=\"shrink-0 p-10 transition-opacity hover:opacity-70\"><svg class=\"rotate-0\" width=\"15\" height=\"16\" viewBox=\"0 0 15 16\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 6.25 6.5835)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 9.16699 3.6665)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 12.083 0.75)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matr",
      "<button type=\"button\" class=\"shrink-0 p-10 transition-opacity hover:opacity-70\"><svg class=\"rotate-180\" width=\"15\" height=\"16\" viewBox=\"0 0 15 16\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 6.25 6.5835)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 9.16699 3.6665)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"matrix(-1 0 0 1 12.083 0.75)\"/><rect width=\"2.91667\" height=\"2.91667\" transform=\"ma"
    ],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 1,
    "headings": 28,
    "links": 101,
    "inaccessibleLinks": 1,
    "buttons": 8,
    "inaccessibleButtons": 2,
    "images": 55,
    "imagesWithAlt": 55,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

Web Bot Auth request signing failed at "Fetch to find resource".

100 Fail

Needs attention

Web Bot Auth request signing

Failed check
01

Issue

Web Bot Auth request signing was not found at the expected path.

02

Why it matters

Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.

Result

Web Bot Auth request signing failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    Web Bot Auth request signing was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146394
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

A2A Agent Card failed at "Fetch to find resource".

25 Fail

Needs attention

A2A Agent Card

Failed check
01

Issue

A2A Agent Card was not found at the expected path.

02

Why it matters

A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent card so A2A-compatible clients can discover capabilities.

Result

A2A Agent Card failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    A2A Agent Card was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146423
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146394
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146408
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

agent.json failed at "Fetch to find resource".

25 Fail

Needs attention

agent.json

Failed check
01

Issue

agent.json was not found at the expected path.

02

Why it matters

agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.

Result

agent.json failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    agent.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146408
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146408
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

MCP Server Card failed at "Validate resource body".

21 Fail

Needs attention

MCP Server Card

Failed check
01

Issue

MCP Server Card response is missing required fields or has invalid transports.

Details

02

Why it matters

MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.

Check name

MCP Server Card

Score

38/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

MCP Server Card failed at "Validate resource body".

Validation steps

  1. Validate resource body

    MCP Server Card response is missing required fields or has invalid transports.

    Missing required fields
    • transports array
  2. Verify advertised MCP transport endpoints

    At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.

  3. Verify advertised MCP tool execution

    MCP discovery passed, but no advertised tool could be safely executed by this scanner.

Evidence
{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/mcp/server-card.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "$schema": "https://static.modelcontextprotocol.io/schemas/mcp-server-card/v1.json",
          "version": "1.0",
          "protocolVersion": "2025-06-18",
          "serverInfo": {
            "name": "render-mcp-server",
            "title": "Render MCP Server",
            "version": "0.3.0"
          },
          "description": "Hosted MCP server for managing Render resources from AI tools. Use a Render API key as a bearer token to authenticate.",
          "transport": {
            "type": "streamable-http",
            "endpoint": "https://mcp.render.com/mcp"
          },
          "capabilities": {
            "tools": {
              "listChanged": true
            }
          },
          "authentication": {
            "required": true,
            "schemes": [
              "bearer"
            ]
          },
          "instructions": "Connect with an Authorization header in the form \"Bearer <RENDER_API_KEY>\". The hosted MCP server currently uses API-key bearer authentication and does not publish OAuth/OIDC discovery metadata."
        },
        "rawExcerpt": "{\"$schema\":\"https://static.modelcontextprotocol.io/schemas/mcp-server-card/v1.json\",\"version\":\"1.0\",\"protocolVersion\":\"2025-06-18\",\"serverInfo\":{\"name\":\"render-mcp-server\",\"title\":\"Render MCP Server\",\"version\":\"0.3.0\"},\"description\":\"Hosted MCP server for managing Render resources from AI tools. Use a Render API key as a bearer token to authenticate.\",\"transport\":{\"type\":\"streamable-http\",\"endpoint\":\"https://mcp.render.com/mcp\"},\"capabilities\":{\"tools\":{\"listChanged\":true}},\"authentication\":{\"required\":true,\"schemes\":[\"bearer\"]},\"instructions\":\"Connect with an Authorization header in the form \\\"Bearer <RENDER_API_KEY>\\\". The hosted MCP server currently uses API-key bearer authentication and does not publish OAuth/OIDC discovery metadata.\"}",
        "issue": "MCP Server Card response is missing required fields or has invalid transports.",
        "issueDetails": [
          {
            "title": "Missing required fields",
            "items": [
              "transports array"
            ]
          }
        ],
        "missing": [
          "transports array"
        ],
        "protocolVersion": "2025-06-18",
        "transportCount": 0,
        "transports": [],
        "invalidTransports": [],
        "capabilityKeys": [
          "tools"
        ]
      },
      "issue": "MCP Server Card response is missing required fields or has invalid transports.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request.",
      "issueDetails": [
        {
          "title": "Missing required fields",
          "items": [
            "transports array"
          ]
        }
      ]
    },
    {
      "id": "endpoint-verification",
      "title": "Verify advertised MCP transport endpoints",
      "status": "fail",
      "evidence": {
        "probes": []
      },
      "issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
      "howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
    },
    {
      "id": "tool-execution",
      "title": "Verify advertised MCP tool execution",
      "status": "warning",
      "evidence": {
        "probes": []
      },
      "issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
      "howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".

19 Fail

Needs attention

DNS-AID Agent Discovery

Failed check
01

Issue

No DNS-AID entrypoint records were found under _agents.

02

Why it matters

DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.

Result

DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".

Validation steps

  1. Resolve DNS-AID SVCB/HTTPS records

    No DNS-AID entrypoint records were found under _agents.

  2. Validate alpn and endpoint parameters

    Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.

  3. Check DNSSEC material

    DNSSEC material was not visible for the hostname or parent zone from this resolver.

Evidence
{
  "failedStep": "svcb-https-records",
  "steps": [
    {
      "id": "svcb-https-records",
      "title": "Resolve DNS-AID SVCB/HTTPS records",
      "status": "fail",
      "evidence": {
        "hostname": "render.com",
        "probes": [
          {
            "name": "_index._agents.render.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.render.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          }
        ]
      },
      "issue": "No DNS-AID entrypoint records were found under _agents.",
      "howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
    },
    {
      "id": "service-params",
      "title": "Validate alpn and endpoint parameters",
      "status": "informational",
      "evidence": {
        "discovered": []
      },
      "howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
    },
    {
      "id": "dnssec",
      "title": "Check DNSSEC material",
      "status": "warning",
      "evidence": {
        "hasDnssecMaterial": false,
        "checked": [
          {
            "name": "render.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery has a validation warning at "Check machine-usable API details".

17 Warning

Needs attention

OpenAPI discovery

Warning
01

Issue

OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.

02

Why it matters

OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.

Check name

OpenAPI discovery

Score

83/100

Status

warning

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery has a validation warning at "Check machine-usable API details".

Validation steps

  1. Check machine-usable API details

    OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.

Evidence
{
  "failedStep": "machine-usable-detail",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch OpenAPI document",
      "status": "pass",
      "evidence": {
        "found": "/openapi.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate baseline OpenAPI structure",
      "status": "pass",
      "evidence": {
        "valid": true,
        "compatibleContentType": true,
        "format": "json",
        "version": "3.1.0",
        "pathCount": 14,
        "operationCount": 14,
        "operationWarnings": [
          {
            "field": "components.securitySchemes",
            "issue": "No security schemes or explicit no-auth declaration."
          }
        ],
        "hasServers": true,
        "hasSecuritySchemes": false,
        "hasExplicitNoAuth": false,
        "rawExcerpt": "{\"openapi\":\"3.1.0\",\"info\":{\"title\":\"Render AI Discovery API\",\"version\":\"1.0.0\",\"description\":\"Machine-readable discovery endpoints for Render documentation and AI-facing platform metadata.\"},\"servers\":[{\"url\":\"https://render.com\"}],\"paths\":{\"/api/agent/docs-search\":{\"get\":{\"operationId\":\"searchRenderDocs\",\"summary\":\"Search Render docs\",\"description\":\"Returns machine-readable Render docs search results.\",\"parameters\":[{\"name\":\"query\",\"in\":\"query\",\"required\":true,\"description\":\"Keywords to search for in the Render docs.\",\"schema\":{\"type\":\"string\"}}],\"responses\":{\"200\":{\"description\":\"Search results.\",\"content\":{\"application/json\":{\"schema\":{\"type\":\"object\",\"properties\":{\"query\":{\"type\":\"string\"},\"results\":{\"type\":\"array\",\"items\":{\"$ref\":\"#/components/schemas/DocsSearchResult\"}}},\"required\":["
      }
    },
    {
      "id": "machine-usable-detail",
      "title": "Check machine-usable API details",
      "status": "warning",
      "evidence": {
        "warningCount": 1,
        "warnings": [
          {
            "field": "components.securitySchemes",
            "issue": "No security schemes or explicit no-auth declaration."
          }
        ],
        "hasServers": true,
        "hasSecuritySchemes": false,
        "hasExplicitNoAuth": false
      },
      "issue": "OpenAPI is valid, but missing schemas, parameters, servers, or security details reduce machine usability.",
      "howToFix": "Add servers, parameters, request bodies, response schemas, and security or explicit no-auth declarations where they apply."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

mcp.json failed at "Validate resource body".

17 Fail

Needs attention

mcp.json

Failed check
01

Issue

mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.

Details

02

Why it matters

MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.

Check name

mcp.json

Score

50/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.

Result

mcp.json failed at "Validate resource body".

Validation steps

  1. Validate resource body

    mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.

    Missing required fields
    • serverInfo.name
    • protocolVersion
    • capabilities object
    • transport or transports
Evidence
{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/mcp.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "mcpServers": {
            "render": {
              "url": "https://mcp.render.com/mcp",
              "name": "Render MCP Server",
              "description": "Hosted MCP server for managing Render resources from AI tools.",
              "documentationUrl": "https://render.com/docs/mcp-server",
              "authentication": {
                "type": "bearer",
                "description": "Use Authorization: Bearer <RENDER_API_KEY>."
              },
              "serverCardUrl": "https://render.com/.well-known/mcp/server-card.json"
            }
          }
        },
        "rawExcerpt": "{\"mcpServers\":{\"render\":{\"url\":\"https://mcp.render.com/mcp\",\"name\":\"Render MCP Server\",\"description\":\"Hosted MCP server for managing Render resources from AI tools.\",\"documentationUrl\":\"https://render.com/docs/mcp-server\",\"authentication\":{\"type\":\"bearer\",\"description\":\"Use Authorization: Bearer <RENDER_API_KEY>.\"},\"serverCardUrl\":\"https://render.com/.well-known/mcp/server-card.json\"}}}",
        "issue": "mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.",
        "issueDetails": [
          {
            "title": "Missing required fields",
            "items": [
              "serverInfo.name",
              "protocolVersion",
              "capabilities object",
              "transport or transports"
            ]
          }
        ],
        "missing": [
          "serverInfo.name",
          "protocolVersion",
          "capabilities object",
          "transport or transports"
        ],
        "protocolVersion": "",
        "transportCount": 0,
        "transports": [],
        "invalidTransports": [],
        "toolCount": 0,
        "capabilityKeys": []
      },
      "issue": "mcp.json response did not match the expected MCP server metadata shape. missing: serverInfo.name, protocolVersion, capabilities object, transport or transports.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities.",
      "issueDetails": [
        {
          "title": "Missing required fields",
          "items": [
            "serverInfo.name",
            "protocolVersion",
            "capabilities object",
            "transport or transports"
          ]
        }
      ]
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Validate resource body".

17 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest tool schemas did not match the expected shape. invalid tools: [{"index":0,"name":"render.docs.search","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":1,"name":"render.docs.get-markdown","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":2,"name":"render.llms.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":3,"name":"render.blog.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":4,"name":"render.articles.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]}].

02

Why it matters

A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.

Check name

WebMCP manifest

Score

50/100

Status

fail

Category

MCP

Maturity

Informational

Goal

Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.

Result

WebMCP manifest failed at "Validate resource body".

Validation steps

  1. Validate resource body

    WebMCP manifest tool schemas did not match the expected shape. invalid tools: [{"index":0,"name":"render.docs.search","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":1,"name":"render.docs.get-markdown","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":2,"name":"render.llms.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":3,"name":"render.blog.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]},{"index":4,"name":"render.articles.get-index","issues":["name must be snake_case","missing inputSchema object","inputSchema.properties must be an object"]}].

Evidence
{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/webmcp.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "spec": "webmcp/0.1",
          "tools": [
            {
              "name": "render.docs.search",
              "description": "Search Render documentation by keyword.",
              "url": "/api/agent/docs-search",
              "method": "GET",
              "parameters": [
                {
                  "name": "query",
                  "type": "string",
                  "description": "Keywords to search for in the Render docs.",
                  "required": true
                }
              ]
            },
            {
              "name": "render.docs.get-markdown",
              "description": "Fetch a Render docs page as markdown by slug.",
              "url": "/docs/{slug}.md",
              "method": "GET",
              "parameters": [
                {
                  "name": "slug",
                  "type": "string",
                  "description": "Docs page slug without a leading slash. Nested slugs are allowed.",
                  "required": true
                }
              ]
            },
            {
              "name": "render.llms.get-index",
              "description": "Fetch the Render llms.txt index as markdown.",
              "url": "/llms.txt",
              "method": "GET"
            },
            {
              "name": "render.blog.get-index",
              "description": "Fetch the latest Render blog index as markdown (most recent 20 posts).",
              "url": "/blog.md",
              "method": "GET"
            },
            {
              "name": "render.articles.get-index",
              "description": "Fetch the latest Render articles index as markdown (most recent 50 articles).",
              "url": "/articles.md",
              "method": "GET"
            }
          ]
        },
        "rawExcerpt": "{\"spec\":\"webmcp/0.1\",\"tools\":[{\"name\":\"render.docs.search\",\"description\":\"Search Render documentation by keyword.\",\"url\":\"/api/agent/docs-search\",\"method\":\"GET\",\"parameters\":[{\"name\":\"query\",\"type\":\"string\",\"description\":\"Keywords to search for in the Render docs.\",\"required\":true}]},{\"name\":\"render.docs.get-markdown\",\"description\":\"Fetch a Render docs page as markdown by slug.\",\"url\":\"/docs/{slug}.md\",\"method\":\"GET\",\"parameters\":[{\"name\":\"slug\",\"type\":\"string\",\"description\":\"Docs page slug without a leading slash. Nested slugs are allowed.\",\"required\":true}]},{\"name\":\"render.llms.get-index\",\"description\":\"Fetch the Render llms.txt index as markdown.\",\"url\":\"/llms.txt\",\"method\":\"GET\"},{\"name\":\"render.blog.get-index\",\"description\":\"Fetch the latest Render blog index as markdown (most recent",
        "toolCount": 5,
        "invalidTools": [
          {
            "index": 0,
            "name": "render.docs.search",
            "issues": [
              "name must be snake_case",
              "missing inputSchema object",
              "inputSchema.properties must be an object"
            ]
          },
          {
            "index": 1,
            "name": "render.docs.get-markdown",
            "issues": [
              "name must be snake_case",
              "missing inputSchema object",
              "inputSchema.properties must be an object"
            ]
          },
          {
            "index": 2,
            "name": "render.llms.get-index",
            "issues": [
              "name must be snake_case",
              "missing inputSchema object",
              "inputSchema.properties must be an object"
            ]
          },
          {
            "index": 3,
            "name": "render.blog.get-index",
            "issues": [
              "name must be snake_case",
              "missing inputSchema object",
              "inputSchema.properties must be an object"
            ]
          },
          {
            "index": 4,
            "name": "render.articles.get-index",
            "issues": [
              "name must be snake_case",
              "missing inputSchema object",
              "inputSchema.properties must be an object"
            ]
          }
        ],
        "issue": "WebMCP manifest tool schemas did not match the expected shape. invalid tools: [{\"index\":0,\"name\":\"render.docs.search\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":1,\"name\":\"render.docs.get-markdown\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":2,\"name\":\"render.llms.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":3,\"name\":\"render.blog.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":4,\"name\":\"render.articles.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]}]."
      },
      "issue": "WebMCP manifest tool schemas did not match the expected shape. invalid tools: [{\"index\":0,\"name\":\"render.docs.search\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":1,\"name\":\"render.docs.get-markdown\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":2,\"name\":\"render.llms.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":3,\"name\":\"render.blog.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]},{\"index\":4,\"name\":\"render.articles.get-index\",\"issues\":[\"name must be snake_case\",\"missing inputSchema object\",\"inputSchema.properties must be an object\"]}].",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Validate resource body".

8 Fail

Needs attention

Agent Skills index

Failed check
01

Issue

Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.

02

Why it matters

An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.

Check name

Agent Skills index

Score

67/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Validate resource body".

Validation steps

  1. Validate resource body

    Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.

Evidence
{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agent-skills/index.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "$schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
          "skills": [
            {
              "name": "render-background-workers",
              "type": "skill-md",
              "description": "Sets up and configures background workers on Render for queue-based job processing. Use when the user needs to process async jobs, consume from a queue, run Celery/Sidekiq/BullMQ/Asynq/Oban workers, handle graceful shutdown with SIGTERM, wire a worker to Key Value (Redis), or choose between workers and cron jobs for background work. Trigger terms: background worker, async jobs, queue consumer, Celery, Sidekiq, BullMQ, Asynq, Oban, job processing, SIGTERM, graceful shutdown.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-background-workers/SKILL.md",
              "digest": "sha256:fd9959a0c5d9271a504619ba4d15a1fd2904545e72323afd6863fa90a3e5f273"
            },
            {
              "name": "render-blueprints",
              "type": "skill-md",
              "description": "Authors and validates render.yaml Blueprints for Render infrastructure. Use when the user needs to write or edit a render.yaml, wire services together with fromDatabase/fromService/fromGroup, set up projects and environments for multi-service apps, configure preview environments, validate against the schema, or fix immutable field errors. Trigger terms: render.yaml, Blueprint, IaC, fromDatabase, fromService, envVarGroups, previews, projects, environments.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-blueprints/SKILL.md",
              "digest": "sha256:70ce7fae4f13ddd53402ab42dc30d66dafa8f8e75060a0976e8879d361febc79"
            },
            {
              "name": "render-cli",
              "type": "skill-md",
              "description": "Installs and uses the Render CLI for deploys, logs, SSH, psql, Blueprint validation, and automation. Use when the user needs to run Render CLI commands, script deploys in CI/CD, authenticate with an API key, query services non-interactively, or troubleshoot CLI auth issues. Trigger terms: render CLI, render login, render deploys, render logs, render ssh, render psql, render blueprints validate, render skills, RENDER_API_KEY, non-interactive, CI/CD deploy.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-cli/SKILL.md",
              "digest": "sha256:92a67216566df7f243b718aa88b6790d5b6205b33c66788bccfb2b697a29f418"
            },
            {
              "name": "render-cron-jobs",
              "type": "skill-md",
              "description": "Configures and troubleshoots scheduled tasks on Render using cron job services. Use when the user needs to run something on a schedule, write a cron expression, set up a periodic job, migrate from Heroku Scheduler, choose between cron jobs and background workers, or fix a cron that isn't firing. Trigger terms: cron job, scheduled task, periodic job, cron expression, schedule, run every, timer, Heroku Scheduler migration.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-cron-jobs/SKILL.md",
              "digest": "sha256:19c2e2986049b2ae11799e3d2a8e746095ed0ac3ee313ea4b8ac1126bf86a195"
            },
            {
              "name": "render-debug",
              "type": "skill-md",
              "description": "Debug failed Render deployments by analyzing logs, metrics, and database state. Identifies errors (missing env vars, port binding, OOM, etc.) and suggests fixes. Use when deployments fail, services won't start, or users mention errors, logs, or debugging.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-debug/SKILL.md",
              "digest": "sha256:b5e869bdf0edaebc85ca71c3e802add16f91036be3d64d2e1ca0e5cc58503fb4"
            },
            {
              "name": "render-deploy",
              "type": "skill-md",
              "description": "Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-deploy/SKILL.md",
              "digest": "sha256:a89d743773e81703638f1f28303c88e6588830669d8139f8f4f92f2452a34f91"
            },
            {
              "name": "render-disks",
              "type": "skill-md",
              "description": "Attaches and manages persistent disks on Render services—mount paths, sizing, snapshots, file transfers, and single-instance constraints. Use when the user needs persistent storage, file uploads, a custom database on disk, CMS media storage, or needs to understand why their service can't scale horizontally or use zero-downtime deploys. Trigger terms: persistent disk, disk, storage, mount path, sizeGB, SSD, file uploads, snapshots, disk restore, ephemeral filesystem.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-disks/SKILL.md",
              "digest": "sha256:12d9bb7f5db6eb964e12584bc25d2d7006e53d04c75c178146c4d18acef5ebf3"
            },
            {
              "name": "render-docker",
              "type": "skill-md",
              "description": "Builds and deploys Docker containers on Render—Dockerfiles, multi-stage builds, Blueprint Docker fields, private registries, layer caching, and platform constraints. Use when the user mentions Docker, Dockerfile, container images, multi-stage builds, container registry, GHCR, ECR, BuildKit, dockerContext, runtime docker or image, or optimizing Docker builds on Render.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-docker/SKILL.md",
              "digest": "sha256:dc892116e86904a6336dad6e801c9f0acc6431a60ab646599c78070aa167c288"
            },
            {
              "name": "render-domains",
              "type": "skill-md",
              "description": "Configures custom domains and TLS certificates on Render—DNS setup, CNAME records, apex domains, wildcard domains, and certificate troubleshooting. Use when the user needs to add a custom domain, configure DNS, set up HTTPS/TLS, troubleshoot certificate issuance, disable the onrender.com subdomain, or add a wildcard domain. Trigger terms: custom domain, DNS, CNAME, TLS, SSL, HTTPS, certificate, apex domain, wildcard domain, onrender.com, domain verification.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-domains/SKILL.md",
              "digest": "sha256:ef6dc4bd1c66b87c15a66679a8a8b8eb584f874ec2b8fcb8403588d01e30f91b"
            },
            {
              "name": "render-env-vars",
              "type": "skill-md",
              "description": "Configures environment variables, secrets, and env groups on Render. Use when the user needs to set env vars, wire secrets between services, create env groups, use generateValue, set sync: false, or troubleshoot missing or incorrect environment variable values in Blueprints or the Dashboard.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-env-vars/SKILL.md",
              "digest": "sha256:ed9182eb9983aa07d3b19aca9c85da7b1d743280077b7363aec576e8c9c3a249"
            },
            {
              "name": "render-keyvalue",
              "type": "skill-md",
              "description": "Provisions and configures Render Key Value (Redis-compatible Valkey 8) instances for caching, session storage, and job queues. Use when the user needs Redis, Key Value, Valkey, a cache, session store, job queue backend, or needs to configure maxmemory policy, ipAllowList, connection strings, or internal vs external access. Trigger terms: Key Value, Redis, Valkey, cache, session store, REDIS_URL, maxmemory, ipAllowList, allkeys-lru, noeviction.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-keyvalue/SKILL.md",
              "digest": "sha256:c9e72f9fbbaa7c0e004774ac09ecf91a7d9e85d0b282574bbfc60c578cbab856"
            },
            {
              "name": "render-mcp",
              "type": "skill-md",
              "description": "Connects and configures the Render MCP server for AI coding tools—setup per tool (Cursor, Claude Code, Codex), authentication, workspace selection, tool catalog, and troubleshooting. Use when MCP is not configured, list_services() fails, the user asks about Render MCP setup, or an action skill needs MCP but it's not connected yet. Trigger terms: MCP, Render MCP, list_services, MCP setup, MCP server, API key, Bearer token, mcp.render.com, workspace selection.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-mcp/SKILL.md",
              "digest": "sha256:e25ade1b7011fcef37ce226263c4626c0f700e4b4b85c8f27269b351a10c7f83"
            },
            {
              "name": "render-migrate-from-heroku",
              "type": "skill-md",
              "description": "Migrate from Heroku to Render by reading local project files and generating equivalent Render services. Triggers: any mention of migrating from Heroku, moving off Heroku, Heroku to Render migration, or switching from Heroku. Reads Procfile, dependency files, and app config from the local repo. Optionally uses Heroku MCP to enrich with live config vars, add-on details, and dyno sizes. Uses Render MCP or Blueprint YAML to create services.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-migrate-from-heroku/SKILL.md",
              "digest": "sha256:03634b5a7ad35d98b9eab63b293a422e81cd406a314ae573c32f11e07dd2c0c5"
            },
            {
              "name": "render-monitor",
              "type": "skill-md",
              "description": "Monitor Render services in real-time. Check health, performance metrics, logs, and resource usage. Use when users want to check service status, view metrics, monitor performance, or verify deployments are healthy.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-monitor/SKILL.md",
              "digest": "sha256:da142e3be8a611ee7a5262f2a5cb0a46ed757638735cdc8edfce4de39e6f269f"
            },
            {
              "name": "render-networking",
              "type": "skill-md",
              "description": "Connects Render services over the private network—internal DNS, service discovery, and cross-service communication. Use when the user needs to wire services together, resolve internal hostnames, troubleshoot connectivity between services, configure environment isolation, or understand which services can reach each other.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-networking/SKILL.md",
              "digest": "sha256:abf617735c016c444e183b4edfcaacbcc2263c5a744de291e3baa6ff27865e0e"
            },
            {
              "name": "render-postgres",
              "type": "skill-md",
              "description": "Sets up and optimizes Managed PostgreSQL on Render—connection strings (internal vs external), creation constraints, storage autoscaling, connection limits, high availability, read replicas, backups, and MCP inspection. Use when the user mentions Postgres, PostgreSQL, Render database, connection string, DATABASE_URL, backups, snapshots, replicas, HA, disk storage, connection pooling, or troubleshooting DB connectivity.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-postgres/SKILL.md",
              "digest": "sha256:bf12cea2449e74870841ae28c540bee97ac1a979125b51160ff547a8a72b5609"
            },
            {
              "name": "render-private-services",
              "type": "skill-md",
              "description": "Configures Render private services—internal-only apps that accept traffic exclusively from other Render services over the private network. Use when the user needs an internal API, microservice, gRPC server, sidecar, or any service that should not be publicly accessible. Also use when choosing between a private service and a background worker. Trigger terms: private service, pserv, internal service, internal API, microservice, gRPC, not public, private network service.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-private-services/SKILL.md",
              "digest": "sha256:c2abc9b0663fe23837084ef6ba642fa5dce9f481fad3d160c2c920461a4d8d5c"
            },
            {
              "name": "render-scaling",
              "type": "skill-md",
              "description": "Scales Render services—configures autoscaling targets, chooses instance types, sets manual instance counts, and optimizes cost. Use when the user needs to handle more traffic, set up autoscaling, pick the right instance type, reduce costs, or troubleshoot scaling behavior like slow scale-down or stuck instances.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-scaling/SKILL.md",
              "digest": "sha256:d9741ad68172e7e476bb08d1f2ecede357209eec8e4c1b3b6f8a2d2b9daabad3"
            },
            {
              "name": "render-static-sites",
              "type": "skill-md",
              "description": "Deploys and configures static sites on Render's global CDN—build commands, publish paths, SPA routing, redirects, custom headers, and PR previews. Use when the user needs to deploy a static site, set up a React/Vue/Hugo/Gatsby frontend, configure SPA fallback routing, add redirect rules, customize response headers, or choose between a static site and a web service for their frontend. Trigger terms: static site, CDN, SPA, single-page app, React deploy, Vue deploy, Hugo, Gatsby, Docusaurus, Jekyll, staticPublishPath.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-static-sites/SKILL.md",
              "digest": "sha256:5d927eb5a89770aabd19034771925d643272d4b42aa4368035072a453b7a6a69"
            },
            {
              "name": "render-web-services",
              "type": "skill-md",
              "description": "Configures Render web services—port binding, TLS, health checks, custom domains, auto-deploy, PR previews, persistent disks, and deploy lifecycle. Use when the user needs to set up a web service, fix health check failures, add a custom domain, configure zero-downtime deploys, or troubleshoot port binding issues.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-web-services/SKILL.md",
              "digest": "sha256:4ce0323558f56635994018f5f80824b7d2be98cee52df0ec8a10f89b79f85186"
            },
            {
              "name": "render-workflows",
              "type": "skill-md",
              "description": "Sets up, develops, tests, and deploys Render Workflows. Covers first-time scaffolding (via CLI or manual), SDK installation (Python or TypeScript), task patterns (retries, subtasks, fan-out), local development, Dashboard deployment, and troubleshooting. Use when a user wants to set up Render Workflows for the first time, scaffold a workflow service, add or modify workflow tasks, test workflows locally, or deploy workflows to Render.",
              "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-workflows/SKILL.md",
              "digest": "sha256:b682cba179c244ae4c64a6f7b2f45fa50ecad8836f423a39d020a50cf94de773"
            }
          ]
        },
        "rawExcerpt": "{\"$schema\":\"https://schemas.agentskills.io/discovery/0.2.0/schema.json\",\"skills\":[{\"name\":\"render-background-workers\",\"type\":\"skill-md\",\"description\":\"Sets up and configures background workers on Render for queue-based job processing. Use when the user needs to process async jobs, consume from a queue, run Celery/Sidekiq/BullMQ/Asynq/Oban workers, handle graceful shutdown with SIGTERM, wire a worker to Key Value (Redis), or choose between workers and cron jobs for background work. Trigger terms: background worker, async jobs, queue consumer, Celery, Sidekiq, BullMQ, Asynq, Oban, job processing, SIGTERM, graceful shutdown.\",\"url\":\"https://raw.githubusercontent.com/render-oss/skills/main/skills/render-background-workers/SKILL.md\",\"digest\":\"sha256:fd9959a0c5d9271a504619ba4d15a1fd2904545e72323",
        "issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.",
        "schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
        "skillCount": 21,
        "validSkillCount": 21,
        "invalidSkills": [],
        "skills": [
          {
            "name": "render-background-workers",
            "type": "skill-md",
            "description": "Sets up and configures background workers on Render for queue-based job processing. Use when the user needs to process async jobs, consume from a queue, run Celery/Sidekiq/BullMQ/Asynq/Oban workers, handle graceful shutdown with SIGTERM, wire a worker to Key Value (Redis), or choose between workers and cron jobs for background work. Trigger terms: background worker, async jobs, queue consumer, Celery, Sidekiq, BullMQ, Asynq, Oban, job processing, SIGTERM, graceful shutdown.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-background-workers/SKILL.md",
            "digest": "sha256:fd9959a0c5d9271a504619ba4d15a1fd2904545e72323afd6863fa90a3e5f273"
          },
          {
            "name": "render-blueprints",
            "type": "skill-md",
            "description": "Authors and validates render.yaml Blueprints for Render infrastructure. Use when the user needs to write or edit a render.yaml, wire services together with fromDatabase/fromService/fromGroup, set up projects and environments for multi-service apps, configure preview environments, validate against the schema, or fix immutable field errors. Trigger terms: render.yaml, Blueprint, IaC, fromDatabase, fromService, envVarGroups, previews, projects, environments.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-blueprints/SKILL.md",
            "digest": "sha256:70ce7fae4f13ddd53402ab42dc30d66dafa8f8e75060a0976e8879d361febc79"
          },
          {
            "name": "render-cli",
            "type": "skill-md",
            "description": "Installs and uses the Render CLI for deploys, logs, SSH, psql, Blueprint validation, and automation. Use when the user needs to run Render CLI commands, script deploys in CI/CD, authenticate with an API key, query services non-interactively, or troubleshoot CLI auth issues. Trigger terms: render CLI, render login, render deploys, render logs, render ssh, render psql, render blueprints validate, render skills, RENDER_API_KEY, non-interactive, CI/CD deploy.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-cli/SKILL.md",
            "digest": "sha256:92a67216566df7f243b718aa88b6790d5b6205b33c66788bccfb2b697a29f418"
          },
          {
            "name": "render-cron-jobs",
            "type": "skill-md",
            "description": "Configures and troubleshoots scheduled tasks on Render using cron job services. Use when the user needs to run something on a schedule, write a cron expression, set up a periodic job, migrate from Heroku Scheduler, choose between cron jobs and background workers, or fix a cron that isn't firing. Trigger terms: cron job, scheduled task, periodic job, cron expression, schedule, run every, timer, Heroku Scheduler migration.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-cron-jobs/SKILL.md",
            "digest": "sha256:19c2e2986049b2ae11799e3d2a8e746095ed0ac3ee313ea4b8ac1126bf86a195"
          },
          {
            "name": "render-debug",
            "type": "skill-md",
            "description": "Debug failed Render deployments by analyzing logs, metrics, and database state. Identifies errors (missing env vars, port binding, OOM, etc.) and suggests fixes. Use when deployments fail, services won't start, or users mention errors, logs, or debugging.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-debug/SKILL.md",
            "digest": "sha256:b5e869bdf0edaebc85ca71c3e802add16f91036be3d64d2e1ca0e5cc58503fb4"
          },
          {
            "name": "render-deploy",
            "type": "skill-md",
            "description": "Deploy applications to Render by analyzing codebases, generating render.yaml Blueprints, and providing Dashboard deeplinks. Use when the user wants to deploy, host, publish, or set up their application on Render's cloud platform.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-deploy/SKILL.md",
            "digest": "sha256:a89d743773e81703638f1f28303c88e6588830669d8139f8f4f92f2452a34f91"
          },
          {
            "name": "render-disks",
            "type": "skill-md",
            "description": "Attaches and manages persistent disks on Render services—mount paths, sizing, snapshots, file transfers, and single-instance constraints. Use when the user needs persistent storage, file uploads, a custom database on disk, CMS media storage, or needs to understand why their service can't scale horizontally or use zero-downtime deploys. Trigger terms: persistent disk, disk, storage, mount path, sizeGB, SSD, file uploads, snapshots, disk restore, ephemeral filesystem.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-disks/SKILL.md",
            "digest": "sha256:12d9bb7f5db6eb964e12584bc25d2d7006e53d04c75c178146c4d18acef5ebf3"
          },
          {
            "name": "render-docker",
            "type": "skill-md",
            "description": "Builds and deploys Docker containers on Render—Dockerfiles, multi-stage builds, Blueprint Docker fields, private registries, layer caching, and platform constraints. Use when the user mentions Docker, Dockerfile, container images, multi-stage builds, container registry, GHCR, ECR, BuildKit, dockerContext, runtime docker or image, or optimizing Docker builds on Render.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-docker/SKILL.md",
            "digest": "sha256:dc892116e86904a6336dad6e801c9f0acc6431a60ab646599c78070aa167c288"
          },
          {
            "name": "render-domains",
            "type": "skill-md",
            "description": "Configures custom domains and TLS certificates on Render—DNS setup, CNAME records, apex domains, wildcard domains, and certificate troubleshooting. Use when the user needs to add a custom domain, configure DNS, set up HTTPS/TLS, troubleshoot certificate issuance, disable the onrender.com subdomain, or add a wildcard domain. Trigger terms: custom domain, DNS, CNAME, TLS, SSL, HTTPS, certificate, apex domain, wildcard domain, onrender.com, domain verification.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-domains/SKILL.md",
            "digest": "sha256:ef6dc4bd1c66b87c15a66679a8a8b8eb584f874ec2b8fcb8403588d01e30f91b"
          },
          {
            "name": "render-env-vars",
            "type": "skill-md",
            "description": "Configures environment variables, secrets, and env groups on Render. Use when the user needs to set env vars, wire secrets between services, create env groups, use generateValue, set sync: false, or troubleshoot missing or incorrect environment variable values in Blueprints or the Dashboard.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-env-vars/SKILL.md",
            "digest": "sha256:ed9182eb9983aa07d3b19aca9c85da7b1d743280077b7363aec576e8c9c3a249"
          },
          {
            "name": "render-keyvalue",
            "type": "skill-md",
            "description": "Provisions and configures Render Key Value (Redis-compatible Valkey 8) instances for caching, session storage, and job queues. Use when the user needs Redis, Key Value, Valkey, a cache, session store, job queue backend, or needs to configure maxmemory policy, ipAllowList, connection strings, or internal vs external access. Trigger terms: Key Value, Redis, Valkey, cache, session store, REDIS_URL, maxmemory, ipAllowList, allkeys-lru, noeviction.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-keyvalue/SKILL.md",
            "digest": "sha256:c9e72f9fbbaa7c0e004774ac09ecf91a7d9e85d0b282574bbfc60c578cbab856"
          },
          {
            "name": "render-mcp",
            "type": "skill-md",
            "description": "Connects and configures the Render MCP server for AI coding tools—setup per tool (Cursor, Claude Code, Codex), authentication, workspace selection, tool catalog, and troubleshooting. Use when MCP is not configured, list_services() fails, the user asks about Render MCP setup, or an action skill needs MCP but it's not connected yet. Trigger terms: MCP, Render MCP, list_services, MCP setup, MCP server, API key, Bearer token, mcp.render.com, workspace selection.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-mcp/SKILL.md",
            "digest": "sha256:e25ade1b7011fcef37ce226263c4626c0f700e4b4b85c8f27269b351a10c7f83"
          },
          {
            "name": "render-migrate-from-heroku",
            "type": "skill-md",
            "description": "Migrate from Heroku to Render by reading local project files and generating equivalent Render services. Triggers: any mention of migrating from Heroku, moving off Heroku, Heroku to Render migration, or switching from Heroku. Reads Procfile, dependency files, and app config from the local repo. Optionally uses Heroku MCP to enrich with live config vars, add-on details, and dyno sizes. Uses Render MCP or Blueprint YAML to create services.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-migrate-from-heroku/SKILL.md",
            "digest": "sha256:03634b5a7ad35d98b9eab63b293a422e81cd406a314ae573c32f11e07dd2c0c5"
          },
          {
            "name": "render-monitor",
            "type": "skill-md",
            "description": "Monitor Render services in real-time. Check health, performance metrics, logs, and resource usage. Use when users want to check service status, view metrics, monitor performance, or verify deployments are healthy.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-monitor/SKILL.md",
            "digest": "sha256:da142e3be8a611ee7a5262f2a5cb0a46ed757638735cdc8edfce4de39e6f269f"
          },
          {
            "name": "render-networking",
            "type": "skill-md",
            "description": "Connects Render services over the private network—internal DNS, service discovery, and cross-service communication. Use when the user needs to wire services together, resolve internal hostnames, troubleshoot connectivity between services, configure environment isolation, or understand which services can reach each other.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-networking/SKILL.md",
            "digest": "sha256:abf617735c016c444e183b4edfcaacbcc2263c5a744de291e3baa6ff27865e0e"
          },
          {
            "name": "render-postgres",
            "type": "skill-md",
            "description": "Sets up and optimizes Managed PostgreSQL on Render—connection strings (internal vs external), creation constraints, storage autoscaling, connection limits, high availability, read replicas, backups, and MCP inspection. Use when the user mentions Postgres, PostgreSQL, Render database, connection string, DATABASE_URL, backups, snapshots, replicas, HA, disk storage, connection pooling, or troubleshooting DB connectivity.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-postgres/SKILL.md",
            "digest": "sha256:bf12cea2449e74870841ae28c540bee97ac1a979125b51160ff547a8a72b5609"
          },
          {
            "name": "render-private-services",
            "type": "skill-md",
            "description": "Configures Render private services—internal-only apps that accept traffic exclusively from other Render services over the private network. Use when the user needs an internal API, microservice, gRPC server, sidecar, or any service that should not be publicly accessible. Also use when choosing between a private service and a background worker. Trigger terms: private service, pserv, internal service, internal API, microservice, gRPC, not public, private network service.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-private-services/SKILL.md",
            "digest": "sha256:c2abc9b0663fe23837084ef6ba642fa5dce9f481fad3d160c2c920461a4d8d5c"
          },
          {
            "name": "render-scaling",
            "type": "skill-md",
            "description": "Scales Render services—configures autoscaling targets, chooses instance types, sets manual instance counts, and optimizes cost. Use when the user needs to handle more traffic, set up autoscaling, pick the right instance type, reduce costs, or troubleshoot scaling behavior like slow scale-down or stuck instances.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-scaling/SKILL.md",
            "digest": "sha256:d9741ad68172e7e476bb08d1f2ecede357209eec8e4c1b3b6f8a2d2b9daabad3"
          },
          {
            "name": "render-static-sites",
            "type": "skill-md",
            "description": "Deploys and configures static sites on Render's global CDN—build commands, publish paths, SPA routing, redirects, custom headers, and PR previews. Use when the user needs to deploy a static site, set up a React/Vue/Hugo/Gatsby frontend, configure SPA fallback routing, add redirect rules, customize response headers, or choose between a static site and a web service for their frontend. Trigger terms: static site, CDN, SPA, single-page app, React deploy, Vue deploy, Hugo, Gatsby, Docusaurus, Jekyll, staticPublishPath.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-static-sites/SKILL.md",
            "digest": "sha256:5d927eb5a89770aabd19034771925d643272d4b42aa4368035072a453b7a6a69"
          },
          {
            "name": "render-web-services",
            "type": "skill-md",
            "description": "Configures Render web services—port binding, TLS, health checks, custom domains, auto-deploy, PR previews, persistent disks, and deploy lifecycle. Use when the user needs to set up a web service, fix health check failures, add a custom domain, configure zero-downtime deploys, or troubleshoot port binding issues.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-web-services/SKILL.md",
            "digest": "sha256:4ce0323558f56635994018f5f80824b7d2be98cee52df0ec8a10f89b79f85186"
          },
          {
            "name": "render-workflows",
            "type": "skill-md",
            "description": "Sets up, develops, tests, and deploys Render Workflows. Covers first-time scaffolding (via CLI or manual), SDK installation (Python or TypeScript), task patterns (retries, subtasks, fan-out), local development, Dashboard deployment, and troubleshooting. Use when a user wants to set up Render Workflows for the first time, scaffold a workflow service, add or modify workflow tasks, test workflows locally, or deploy workflows to Render.",
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-workflows/SKILL.md",
            "digest": "sha256:b682cba179c244ae4c64a6f7b2f45fa50ecad8836f423a39d020a50cf94de773"
          }
        ]
      },
      "issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    },
    {
      "id": "skill-documents",
      "title": "Fetch advertised SKILL.md files",
      "status": "pass",
      "evidence": {
        "checkedCount": 21,
        "totalCount": 21,
        "checked": [
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-background-workers/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 5486,
            "advertisedDigest": "sha256:fd9959a0c5d9271a504619ba4d15a1fd2904545e72323afd6863fa90a3e5f273",
            "actualDigest": "sha256:fd9959a0c5d9271a504619ba4d15a1fd2904545e72323afd6863fa90a3e5f273",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-blueprints/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 10111,
            "advertisedDigest": "sha256:70ce7fae4f13ddd53402ab42dc30d66dafa8f8e75060a0976e8879d361febc79",
            "actualDigest": "sha256:70ce7fae4f13ddd53402ab42dc30d66dafa8f8e75060a0976e8879d361febc79",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-cli/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 5716,
            "advertisedDigest": "sha256:92a67216566df7f243b718aa88b6790d5b6205b33c66788bccfb2b697a29f418",
            "actualDigest": "sha256:92a67216566df7f243b718aa88b6790d5b6205b33c66788bccfb2b697a29f418",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-cron-jobs/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 5942,
            "advertisedDigest": "sha256:19c2e2986049b2ae11799e3d2a8e746095ed0ac3ee313ea4b8ac1126bf86a195",
            "actualDigest": "sha256:19c2e2986049b2ae11799e3d2a8e746095ed0ac3ee313ea4b8ac1126bf86a195",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-debug/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 7568,
            "advertisedDigest": "sha256:b5e869bdf0edaebc85ca71c3e802add16f91036be3d64d2e1ca0e5cc58503fb4",
            "actualDigest": "sha256:b5e869bdf0edaebc85ca71c3e802add16f91036be3d64d2e1ca0e5cc58503fb4",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-deploy/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 15938,
            "advertisedDigest": "sha256:a89d743773e81703638f1f28303c88e6588830669d8139f8f4f92f2452a34f91",
            "actualDigest": "sha256:a89d743773e81703638f1f28303c88e6588830669d8139f8f4f92f2452a34f91",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-disks/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 6160,
            "advertisedDigest": "sha256:12d9bb7f5db6eb964e12584bc25d2d7006e53d04c75c178146c4d18acef5ebf3",
            "actualDigest": "sha256:12d9bb7f5db6eb964e12584bc25d2d7006e53d04c75c178146c4d18acef5ebf3",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-docker/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 6408,
            "advertisedDigest": "sha256:dc892116e86904a6336dad6e801c9f0acc6431a60ab646599c78070aa167c288",
            "actualDigest": "sha256:dc892116e86904a6336dad6e801c9f0acc6431a60ab646599c78070aa167c288",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-domains/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 5680,
            "advertisedDigest": "sha256:ef6dc4bd1c66b87c15a66679a8a8b8eb584f874ec2b8fcb8403588d01e30f91b",
            "actualDigest": "sha256:ef6dc4bd1c66b87c15a66679a8a8b8eb584f874ec2b8fcb8403588d01e30f91b",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-env-vars/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 8159,
            "advertisedDigest": "sha256:ed9182eb9983aa07d3b19aca9c85da7b1d743280077b7363aec576e8c9c3a249",
            "actualDigest": "sha256:ed9182eb9983aa07d3b19aca9c85da7b1d743280077b7363aec576e8c9c3a249",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-keyvalue/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 6554,
            "advertisedDigest": "sha256:c9e72f9fbbaa7c0e004774ac09ecf91a7d9e85d0b282574bbfc60c578cbab856",
            "actualDigest": "sha256:c9e72f9fbbaa7c0e004774ac09ecf91a7d9e85d0b282574bbfc60c578cbab856",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-mcp/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 6384,
            "advertisedDigest": "sha256:e25ade1b7011fcef37ce226263c4626c0f700e4b4b85c8f27269b351a10c7f83",
            "actualDigest": "sha256:e25ade1b7011fcef37ce226263c4626c0f700e4b4b85c8f27269b351a10c7f83",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-migrate-from-heroku/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 17628,
            "advertisedDigest": "sha256:03634b5a7ad35d98b9eab63b293a422e81cd406a314ae573c32f11e07dd2c0c5",
            "actualDigest": "sha256:03634b5a7ad35d98b9eab63b293a422e81cd406a314ae573c32f11e07dd2c0c5",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-monitor/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 7013,
            "advertisedDigest": "sha256:da142e3be8a611ee7a5262f2a5cb0a46ed757638735cdc8edfce4de39e6f269f",
            "actualDigest": "sha256:da142e3be8a611ee7a5262f2a5cb0a46ed757638735cdc8edfce4de39e6f269f",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-networking/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 6432,
            "advertisedDigest": "sha256:abf617735c016c444e183b4edfcaacbcc2263c5a744de291e3baa6ff27865e0e",
            "actualDigest": "sha256:abf617735c016c444e183b4edfcaacbcc2263c5a744de291e3baa6ff27865e0e",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-postgres/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 7302,
            "advertisedDigest": "sha256:bf12cea2449e74870841ae28c540bee97ac1a979125b51160ff547a8a72b5609",
            "actualDigest": "sha256:bf12cea2449e74870841ae28c540bee97ac1a979125b51160ff547a8a72b5609",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-private-services/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 5736,
            "advertisedDigest": "sha256:c2abc9b0663fe23837084ef6ba642fa5dce9f481fad3d160c2c920461a4d8d5c",
            "actualDigest": "sha256:c2abc9b0663fe23837084ef6ba642fa5dce9f481fad3d160c2c920461a4d8d5c",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-scaling/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 5002,
            "advertisedDigest": "sha256:d9741ad68172e7e476bb08d1f2ecede357209eec8e4c1b3b6f8a2d2b9daabad3",
            "actualDigest": "sha256:d9741ad68172e7e476bb08d1f2ecede357209eec8e4c1b3b6f8a2d2b9daabad3",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-static-sites/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 5753,
            "advertisedDigest": "sha256:5d927eb5a89770aabd19034771925d643272d4b42aa4368035072a453b7a6a69",
            "actualDigest": "sha256:5d927eb5a89770aabd19034771925d643272d4b42aa4368035072a453b7a6a69",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-web-services/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 6709,
            "advertisedDigest": "sha256:4ce0323558f56635994018f5f80824b7d2be98cee52df0ec8a10f89b79f85186",
            "actualDigest": "sha256:4ce0323558f56635994018f5f80824b7d2be98cee52df0ec8a10f89b79f85186",
            "digestMatches": true
          },
          {
            "url": "https://raw.githubusercontent.com/render-oss/skills/main/skills/render-workflows/SKILL.md",
            "statusCode": 200,
            "contentType": "text/plain; charset=utf-8",
            "hasSkillHeading": true,
            "length": 9474,
            "advertisedDigest": "sha256:b682cba179c244ae4c64a6f7b2f45fa50ecad8836f423a39d020a50cf94de773",
            "actualDigest": "sha256:b682cba179c244ae4c64a6f7b2f45fa50ecad8836f423a39d020a50cf94de773",
            "digestMatches": true
          }
        ]
      },
      "howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 40/100 and needs a fix.

6 Fail

Needs attention

AIO: Source and trust signals

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Source and trust signals scored 40/100 and needs a fix.

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "#",
      "text": "Company",
      "html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary px-[--nav-bar-px] py-[--nav-bar-py]\" data-dropdown-toggle=\"true\" href=\"#\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 -top-4 -left-4 h-[calc(100%+8px)] w-[calc(100%+8px)] lg:group-..."
    },
    {
      "href": "/about",
      "text": "About Us",
      "html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary py-[5px]\" tabindex=\"-1\" href=\"/about\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 -top-4 -left-4 h-[calc(100%+8px)] w-[calc(100%+8px)] lg:group-focus-visible:scale-x-[1] lg:group-h..."
    },
    {
      "href": "/about",
      "text": "About",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/about\">About</a>"
    },
    {
      "href": "https://www.linkedin.com/company/renderco/",
      "text": "LinkedIn",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"https://www.linkedin.com/company/renderco/\">LinkedIn</a>"
    },
    {
      "href": "https://www.linkedin.com/company/renderco/",
      "text": "LinkedIn",
      "html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary\" href=\"https://www.linkedin.com/company/renderco/\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 insert-0 h-full w-full lg:group-focus-visible:scale-x-[1] lg:group-hover:scale-x-[1]\"..."
    }
  ],
  "contactLinks": [
    {
      "href": "/docs/docker",
      "text": "Docker support",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/docs/docker\">Docker support</a>"
    },
    {
      "href": "/contact",
      "text": "Contact",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/contact\">Contact</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy",
      "text": "Privacy Policy",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/privacy\">Privacy Policy</a>"
    },
    {
      "href": "/terms",
      "text": "Terms of Use",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/terms\">Terms of Use</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 40/100 and needs a fix.

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer evidence and trust scored 40/100 and needs a fix.

Evidence
{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "#",
      "text": "Company",
      "html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary px-[--nav-bar-px] py-[--nav-bar-py]\" data-dropdown-toggle=\"true\" href=\"#\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 -top-4 -left-4 h-[calc(100%+8px)] w-[calc(100%+8px)] lg:group-..."
    },
    {
      "href": "/about",
      "text": "About Us",
      "html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary py-[5px]\" tabindex=\"-1\" href=\"/about\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 -top-4 -left-4 h-[calc(100%+8px)] w-[calc(100%+8px)] lg:group-focus-visible:scale-x-[1] lg:group-h..."
    },
    {
      "href": "/about",
      "text": "About",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/about\">About</a>"
    },
    {
      "href": "https://www.linkedin.com/company/renderco/",
      "text": "LinkedIn",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"https://www.linkedin.com/company/renderco/\">LinkedIn</a>"
    },
    {
      "href": "https://www.linkedin.com/company/renderco/",
      "text": "LinkedIn",
      "html": "<a class=\"group relative z-[1] inline-flex cursor-pointer transition-colors text-body-sm text-text-primary\" href=\"https://www.linkedin.com/company/renderco/\"><span class=\"relative\"><span class=\"absolute z-[0] origin-right scale-x-[0] bg-purple-100 transition-transform ease-global motion-safe:duration-300 motion-reduce:duration-0 lg:group-focus-visible:origin-left lg:group-hover:origin-left dark:bg-purple-700 insert-0 h-full w-full lg:group-focus-visible:scale-x-[1] lg:group-hover:scale-x-[1]\"..."
    }
  ],
  "contactLinks": [
    {
      "href": "/docs/docker",
      "text": "Docker support",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/docs/docker\">Docker support</a>"
    },
    {
      "href": "/contact",
      "text": "Contact",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/contact\">Contact</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy",
      "text": "Privacy Policy",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/privacy\">Privacy Policy</a>"
    },
    {
      "href": "/terms",
      "text": "Terms of Use",
      "html": "<a class=\"ease text-gray-500 transition-colors duration-300 active:text-white md:hover:text-white\" href=\"/terms\">Terms of Use</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

AEO: Answer-first sections scored 65/100 and needs improvement.

4 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

27 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer-first sections

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer-first sections scored 65/100 and needs improvement.

Evidence
{
  "sectionCount": 27,
  "passing": 0,
  "failing": [
    {
      "heading": "Click, click, done.",
      "headingHtml": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Select a service",
      "headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Select a service</h3>",
      "firstParagraph": "Choose what you need to run your apps, APIs, agent logic, databases, cron jobs, and more.",
      "paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Choose what you need to run your apps, APIs, agent logic, databases, cron jobs, and more.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Deploy your code",
      "headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Deploy your code</h3>",
      "firstParagraph": "Just connect your repo. Render deploys on the right runtime for your framework.",
      "paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Just connect your repo. Render deploys on the right runtime for your framework.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Render does the rest",
      "headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Render does the rest</h3>",
      "firstParagraph": "Get instant networking, scaling, previews, deploys, rollbacks, and monitoring.",
      "paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Get instant networking, scaling, previews, deploys, rollbacks, and monitoring.</p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Deploy apps and agents with zero ops",
      "headingHtml": "<h3 class=\"font-roobert text-heading-md-new lg:text-heading-xxl max-w-[972px] pt-[--column-size]\"><span class=\"lg:whitespace-pre-wrap\">Deploy apps and agents with</span> <span class=\"mr-12 bg-gradient-to-r from-purple-600 to-orange-400 bg-clip-text text-transparent dark:from-purple-500 dark:to-green-100\">zero ops</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Intuitive hosting and private networking for web services, Postgres databases, cron jobs, workflows, static sites, background jobs, key value stores, private services, WebSockets, edge caches, isolated environments,",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Intuitive hosting and private networking for<!-- --> <span class=\"text-purple-600 dark:text-purple-300\">web services<!-- -->, </span><span class=\"text-green-500 dark:text-green-200\">Postgres databases<!-- -->, </span><span class=\"text-orange-400 dark:text-orange-200\">cron jobs<!-- -->, </span><span class=\"text-pink-300 dark:text-pink-300\">workflows<!-- -->, </span><span class=\"text-blue-500 dark:text-blue-200\">static sites<!-...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Full-stack previews for every pull request",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Full-stack previews for every pull request<!-- --> </h3>",
      "firstParagraph": "Iterate quickly with ephemeral previews of your entire application architecture for every change.",
      "paragraphHtml": "<p>Iterate quickly with ephemeral previews of your entire application architecture for every change.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Load-based autoscaling that handles 100x traffic bursts and beyond",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Load-based autoscaling that handles 100x traffic bursts and beyond<!-- --> </h3>",
      "firstParagraph": "Keep your workloads running smoothly through viral moments, seasonal spikes, and launch days.",
      "paragraphHtml": "<p>Keep your workloads running smoothly through viral moments, seasonal spikes, and launch days.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Durable, long-running workflows as code",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Durable, long-running workflows as code<!-- --> </h3>",
      "firstParagraph": "Deploy reliable agents and background processes at scale, without wiring up queues, workers, and retry logic.",
      "paragraphHtml": "<p>Deploy reliable agents and background processes at scale, without wiring up queues, workers, and retry logic.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Enterprise-grade Postgres databases",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Enterprise-grade Postgres databases<!-- --> </h3>",
      "firstParagraph": "Deploy fully-managed databases with point-in-time recovery, read replicas, and high availability.",
      "paragraphHtml": "<p>Deploy fully-managed databases with point-in-time recovery, read replicas, and high availability.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Integrated logs and monitoring for builds, deploys and live services",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Integrated logs and monitoring for builds, deploys and live services<!-- --> </h3>",
      "firstParagraph": "See critical metrics for all of your Render infrastructure from day zero, and stream telemetry to external tools.",
      "paragraphHtml": "<p>See critical metrics for all of your Render infrastructure from day zero, and stream telemetry to external tools.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Intuitive infrastructure, designed for builders",
      "headingHtml": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Native language runtimes",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Native language runtimes</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Infrastructure as code",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Infrastructure as code</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Isolated environments",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Isolated environments</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Object storage",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Object storage</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Redis-compatible Key Value",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Redis-compatible Key Value</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "WebSockets",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">WebSockets</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Edge caching",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Edge caching</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Fully-managed TLS",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Fully-managed TLS</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Stay secure and resilient by default",
      "headingHtml": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Private networking",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Private networking</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Built-in DDoS protection",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Built-in DDoS protection</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Managed compliance",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Managed compliance</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Audit controls",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Audit controls</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Encryption at rest",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Encryption at rest</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Unique user identification",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Unique user identification</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 75/100 and needs improvement.

4 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: render, builders, fastest, path, production.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Entity clarity

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Entity clarity scored 75/100 and needs improvement.

Evidence
{
  "title": "Render | The cloud for builders",
  "h1": "Your fastest path to production for",
  "description": "Deploy and scale any app or agent from your first user to your billionth. Build faster on intuitive cloud infrastructure for the modern web.",
  "topicOverlap": 0.16666666666666666,
  "topicTerms": [
    "render",
    "cloud",
    "builders",
    "fastest",
    "path",
    "production"
  ],
  "descriptionTerms": [
    "deploy",
    "scale",
    "any",
    "app",
    "agent",
    "first",
    "user",
    "billionth",
    "build",
    "faster",
    "intuitive",
    "cloud",
    "infrastructure",
    "modern",
    "web"
  ],
  "missingFromDescription": [
    "render",
    "builders",
    "fastest",
    "path",
    "production"
  ],
  "score": 75,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 50/100 and needs improvement.

3 Warning

Needs attention

AEO: Question-led structure

Warning
01

Issue

No question-led h2 sections or FAQ pattern was detected.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Question-led structure scored 50/100 and needs improvement.

Evidence
{
  "h2Count": 3,
  "questionH2s": [],
  "hasFaq": false,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

GEO: Explanatory content depth scored 75/100 and needs improvement.

2 Warning

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

No substantial explanatory paragraphs were found.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Explanatory content depth scored 75/100 and needs improvement.

Evidence
{
  "candidatePassages": 1,
  "citablePassages": 0,
  "failingCandidateParagraphs": [],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 85/100 and needs improvement.

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning
01

Issue

Missing extraction signals: optional top summary / TL;DR / key takeaways block, table with <thead> only if the page already has tabular/comparative data, ordered list only if the page explains a workflow/process, optional visible FAQ or FAQPage schema.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Extraction-friendly structure scored 85/100 and needs improvement.

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 1,
  "schemaBlocks": 3,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 83/100 and needs improvement.

2 Warning

Needs attention

AIO: Visible structured data match

Warning
01

Issue

1 structured-data value(s) were not found in visible page text.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Visible structured data match

Score

83/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Visible structured data match scored 83/100 and needs improvement.

Evidence
{
  "schemaCount": 3,
  "checkedFields": [
    {
      "path": "$[0].name",
      "value": "Render"
    },
    {
      "path": "$[0].description",
      "value": "Render is a cloud application platform for deploying and scaling web applications, APIs, databases, AI workloads, workflows, and agent infrastructure."
    },
    {
      "path": "$[0].founder.name",
      "value": "Anurag Goel"
    },
    {
      "path": "$[1].name",
      "value": "Render"
    },
    {
      "path": "$[2].name",
      "value": "Render"
    },
    {
      "path": "$[2].description",
      "value": "Cloud application platform for deploying web services, static sites, databases, cron jobs, background workers, workflows, AI workloads, and agent infrastructure."
    }
  ],
  "mismatches": [
    {
      "path": "$[0].founder.name",
      "value": "Anurag Goel"
    }
  ],
  "score": 83,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

AIO: Answer block readiness scored 65/100 and needs improvement.

2 Warning

Needs attention

AIO: Answer block readiness

Warning
01

Issue

27 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Answer block readiness scored 65/100 and needs improvement.

Evidence
{
  "sectionCount": 27,
  "passing": 0,
  "failing": [
    {
      "heading": "Click, click, done.",
      "headingHtml": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Select a service",
      "headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Select a service</h3>",
      "firstParagraph": "Choose what you need to run your apps, APIs, agent logic, databases, cron jobs, and more.",
      "paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Choose what you need to run your apps, APIs, agent logic, databases, cron jobs, and more.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Deploy your code",
      "headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Deploy your code</h3>",
      "firstParagraph": "Just connect your repo. Render deploys on the right runtime for your framework.",
      "paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Just connect your repo. Render deploys on the right runtime for your framework.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Render does the rest",
      "headingHtml": "<h3 class=\"font-roobert text-[32px] leading-115 tracking-tight\">Render does the rest</h3>",
      "firstParagraph": "Get instant networking, scaling, previews, deploys, rollbacks, and monitoring.",
      "paragraphHtml": "<p class=\"mt-15 block leading-[150%]\">Get instant networking, scaling, previews, deploys, rollbacks, and monitoring.</p>",
      "words": 9,
      "direct": false,
      "issue": "First paragraph is 9 words and does not look like a concise direct answer."
    },
    {
      "heading": "Deploy apps and agents with zero ops",
      "headingHtml": "<h3 class=\"font-roobert text-heading-md-new lg:text-heading-xxl max-w-[972px] pt-[--column-size]\"><span class=\"lg:whitespace-pre-wrap\">Deploy apps and agents with</span> <span class=\"mr-12 bg-gradient-to-r from-purple-600 to-orange-400 bg-clip-text text-transparent dark:from-purple-500 dark:to-green-100\">zero ops</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Intuitive hosting and private networking for web services, Postgres databases, cron jobs, workflows, static sites, background jobs, key value stores, private services, WebSockets, edge caches, isolated environments,",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Intuitive hosting and private networking for<!-- --> <span class=\"text-purple-600 dark:text-purple-300\">web services<!-- -->, </span><span class=\"text-green-500 dark:text-green-200\">Postgres databases<!-- -->, </span><span class=\"text-orange-400 dark:text-orange-200\">cron jobs<!-- -->, </span><span class=\"text-pink-300 dark:text-pink-300\">workflows<!-- -->, </span><span class=\"text-blue-500 dark:text-blue-200\">static sites<!-...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Full-stack previews for every pull request",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Full-stack previews for every pull request<!-- --> </h3>",
      "firstParagraph": "Iterate quickly with ephemeral previews of your entire application architecture for every change.",
      "paragraphHtml": "<p>Iterate quickly with ephemeral previews of your entire application architecture for every change.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Load-based autoscaling that handles 100x traffic bursts and beyond",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Load-based autoscaling that handles 100x traffic bursts and beyond<!-- --> </h3>",
      "firstParagraph": "Keep your workloads running smoothly through viral moments, seasonal spikes, and launch days.",
      "paragraphHtml": "<p>Keep your workloads running smoothly through viral moments, seasonal spikes, and launch days.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Durable, long-running workflows as code",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Durable, long-running workflows as code<!-- --> </h3>",
      "firstParagraph": "Deploy reliable agents and background processes at scale, without wiring up queues, workers, and retry logic.",
      "paragraphHtml": "<p>Deploy reliable agents and background processes at scale, without wiring up queues, workers, and retry logic.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Enterprise-grade Postgres databases",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Enterprise-grade Postgres databases<!-- --> </h3>",
      "firstParagraph": "Deploy fully-managed databases with point-in-time recovery, read replicas, and high availability.",
      "paragraphHtml": "<p>Deploy fully-managed databases with point-in-time recovery, read replicas, and high availability.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Integrated logs and monitoring for builds, deploys and live services",
      "headingHtml": "<h3 class=\"font-roobert text-heading-sm-new lg:text-heading-md-new\">Integrated logs and monitoring for builds, deploys and live services<!-- --> </h3>",
      "firstParagraph": "See critical metrics for all of your Render infrastructure from day zero, and stream telemetry to external tools.",
      "paragraphHtml": "<p>See critical metrics for all of your Render infrastructure from day zero, and stream telemetry to external tools.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "Intuitive infrastructure, designed for builders",
      "headingHtml": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Native language runtimes",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Native language runtimes</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Infrastructure as code",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Infrastructure as code</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Isolated environments",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Isolated environments</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Object storage",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Object storage</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Redis-compatible Key Value",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Redis-compatible Key Value</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "WebSockets",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">WebSockets</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Edge caching",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Edge caching</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Fully-managed TLS",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Fully-managed TLS</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Stay secure and resilient by default",
      "headingHtml": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Private networking",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Private networking</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Built-in DDoS protection",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Built-in DDoS protection</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Managed compliance",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Managed compliance</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Audit controls",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Audit controls</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Encryption at rest",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Encryption at rest</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Unique user identification",
      "headingHtml": "<h3 class=\"font-roobert text-heading-xxs\">Unique user identification</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 79/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Entity or definition gaps: render, builders, fastest, path, production.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Entity and definition clarity

Score

79/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Entity and definition clarity scored 79/100 and needs improvement.

Evidence
{
  "title": "Render | The cloud for builders",
  "h1": "Your fastest path to production for",
  "description": "Deploy and scale any app or agent from your first user to your billionth. Build faster on intuitive cloud infrastructure for the modern web.",
  "topicOverlap": 0.16666666666666666,
  "definitionCount": 1,
  "topicTerms": [
    "render",
    "cloud",
    "builders",
    "fastest",
    "path",
    "production"
  ],
  "descriptionTerms": [
    "deploy",
    "scale",
    "any",
    "app",
    "agent",
    "first",
    "user",
    "billionth",
    "build",
    "faster",
    "intuitive",
    "cloud",
    "infrastructure",
    "modern",
    "web"
  ],
  "missingFromDescription": [
    "render",
    "builders",
    "fastest",
    "path",
    "production"
  ],
  "score": 79,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 80/100 and needs improvement.

1 Warning

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

48 image(s) are missing width/height attributes.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Page experience for AIO

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Page experience for AIO scored 80/100 and needs improvement.

Evidence
{
  "viewportContent": "width=device-width, initial-scale=1, maximum-scale=1",
  "visibleWords": 727,
  "htmlBytes": 374380,
  "imagesMissingDimensions": [
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/a8a77005a5d6719fa267d0b681bb6e2e6006b700-105x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Base 44\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/a8a77005a5d6719fa267d0b681bb6e2e6006b700-105x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/5f81ebe2816d7d4e9053898f9fa38b64278e1dbe-83x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Fortune\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/5f81ebe2816d7d4e9053898f9fa38b64278e1dbe-83x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/641c469f764d8f6978a6f510f7e9ab8efca6e943-129x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Cognition\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/641c469f764d8f6978a6f510f7e9ab8efca6e943-129x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/de0eefddbaf54a5c8ff23ee225a9fa4dd714813f-139x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Tripadvisor\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/de0eefddbaf54a5c8ff23ee225a9fa4dd714813f-139x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/98e1fec6f4ad58641c5b4565207c9f5bf09330db-93x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Basis\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/98e1fec6f4ad58641c5b4565207c9f5bf09330db-93x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/e61666bdc236665fc308eb528089443eb6b3ab58-100x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Shopify\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/e61666bdc236665fc308eb528089443eb6b3ab58-100x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/387ac4eace79c3a03a68523c9a0ec613b46c4b9e-76x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Meter\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/387ac4eace79c3a03a68523c9a0ec613b46c4b9e-76x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/5ac60174dc97ea157389184df482558cb3b8ad85-86x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Content Square\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/5ac60174dc97ea157389184df482558cb3b8ad85-86x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/a805feca60a711be4abb75453046e94ee06e222e-125x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Commure\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/a805feca60a711be4abb75453046e94ee06e222e-125x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/ee588ea6caedb2d6bb17e24dcb1602b9642915b2-118x40.svg?w=400&fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"McKinsey\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain dark:invert\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/ee588ea6caedb2d6bb17e24dcb1602b9642915b2-118x40.svg?w=400&amp;fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/2833f10c6debfa9ba6346ff642bc12a9126acbf2-360x400.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Deploy static sites, web services, private services, workflows, background workers, cron jobs, databases, and more\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-contain dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat;background-image:url(&quot;data:image/svg+xml;charset=utf-8,%3Csvg xmlns=&apos;http://www.w3.org/2000/svg&a..."
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/28440bb672da69fdfa45fecdf5a6047e9427cda8-365x400.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Deploy static sites, web services, private services, workflows, background workers, cron jobs, databases, and more\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"block object-contain dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat;background-image:url(&quot;data:image/svg+xml;charset=utf-8,%3Csvg xmlns=&apos;http://www.w3.org/2000/svg&a..."
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/c6f0cd158972b6e2a04cd9ab2b1800db39e2004b-360x400.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Connect your code, review your build commands, and deploy in seconds.\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-contain dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat;background-image:url(&quot;data:image/svg+xml;charset=utf-8,%3Csvg xmlns=&apos;http://www.w3.org/2000/svg&apos; %3E%3Cfilter id=&apos;b&apos; color-inte..."
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/f317b9342bf7ded83a535f08ee6b31f4b6fae985-360x400.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Connect your code, review your build commands, and deploy in seconds.\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"block object-contain dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat;background-image:url(&quot;data:image/svg+xml;charset=utf-8,%3Csvg xmlns=&apos;http://www.w3.org/2000/svg&apos; %3E%3Cfilter id=&apos;b&apos; color-inte..."
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/45954244867c194987c685c078458037dba454ec-369x404.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Render automatically deploys your services on a private network whenever you push code.\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-contain dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat;background-image:url(&quot;data:image/svg+xml;charset=utf-8,%3Csvg xmlns=&apos;http://www.w3.org/2000/svg&apos; %3E%3Cfilter id=&apos;..."
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/e9dd4a0fbe54a0d249e4f8f1b8aa34e9db9c258c-369x404.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Render automatically deploys your services on a private network whenever you push code.\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"block object-contain dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent;background-size:cover;background-position:50% 50%;background-repeat:no-repeat;background-image:url(&quot;data:image/svg+xml;charset=utf-8,%3Csvg xmlns=&apos;http://www.w3.org/2000/svg&apos; %3E%3Cfilter id=&apos;..."
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/2d3e7c99d11549b2a9e69b4e926b2cebcb956f78-540x216.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/2d3e7c99d11549b2a9e69b4e926b2cebcb956f78-540x216.svg?fit=max&amp;auto=format\" alt class=\"w-full dark:hidden\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/47422f8aa28a822d4baeb94397517680cd45d784-540x216.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/47422f8aa28a822d4baeb94397517680cd45d784-540x216.svg?fit=max&amp;auto=format\" alt class=\"hidden dark:block\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/7b43fd50806427c4ab2f30ff89e34c3de1f30e39-756x464.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/7b43fd50806427c4ab2f30ff89e34c3de1f30e39-756x464.svg?fit=max&amp;auto=format\" alt class=\"w-full dark:hidden h-full w-auto object-cover\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/e68cee161c2ba2389eebe91958b536cc9d5ca680-756x464.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/e68cee161c2ba2389eebe91958b536cc9d5ca680-756x464.svg?fit=max&amp;auto=format\" alt class=\"hidden dark:block h-full w-auto object-cover\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/6fa549bd2d5966949b3a3d827e58f52b17ebe2b3-540x217.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/6fa549bd2d5966949b3a3d827e58f52b17ebe2b3-540x217.svg?fit=max&amp;auto=format\" alt class=\"w-full dark:hidden\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/8f49aea9982b776e478f0a57690b3da777e3472d-540x217.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/8f49aea9982b776e478f0a57690b3da777e3472d-540x217.svg?fit=max&amp;auto=format\" alt class=\"hidden dark:block\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/ab65c00a2088d80ec286cea298b4af71d1153eb6-540x217.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/ab65c00a2088d80ec286cea298b4af71d1153eb6-540x217.svg?fit=max&amp;auto=format\" alt class=\"w-full dark:hidden\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/ccaf6a52066c915a8b55afa9c672863fd0cf6d58-540x217.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/ccaf6a52066c915a8b55afa9c672863fd0cf6d58-540x217.svg?fit=max&amp;auto=format\" alt class=\"hidden dark:block\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/f2f5b8978c63f1e90586db3b34e374928df4f616-540x218.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/f2f5b8978c63f1e90586db3b34e374928df4f616-540x218.svg?fit=max&amp;auto=format\" alt class=\"w-full dark:hidden\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/19215201e52e02037b84a8aa0d8096e93352f347-540x218.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"https://cdn.sanity.io/images/hvk0tap5/production/19215201e52e02037b84a8aa0d8096e93352f347-540x218.svg?fit=max&amp;auto=format\" alt class=\"hidden dark:block\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/c516468975a14c04624e76a4cf0a08d1948549ac-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Native language runtimes\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/c516468975a14c04624e76a4cf0a08d1948549ac-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/cb9c18a68a8161093a5697a2f03a9900bfe30cac-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Native language runtimes\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-cover dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/cb9c18a68a8161093a5697a2f03a9900bfe30cac-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/63293ce0a660b8187c214a9210a17a22708da437-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Infrastructure as code\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/63293ce0a660b8187c214a9210a17a22708da437-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/66e6d200acb3acec2706a68dbb26be5832252ae4-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Infrastructure as code\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-cover dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/66e6d200acb3acec2706a68dbb26be5832252ae4-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/0eb9ddb198b8097a5b57367ffbe729211178a34d-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Isolated environments\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/0eb9ddb198b8097a5b57367ffbe729211178a34d-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/0ed422fa2be79eda116f7ae9ab98b56b70fdb52e-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Isolated environments\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-cover dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/0ed422fa2be79eda116f7ae9ab98b56b70fdb52e-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/5852b5b8fd23f7d442b68288263f9980a942b63b-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Object storage\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/5852b5b8fd23f7d442b68288263f9980a942b63b-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/804d6c72010595c9f902e06f0b79497f0326f73a-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Object storage\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-cover dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/804d6c72010595c9f902e06f0b79497f0326f73a-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/8511a8d627e6851ad1d61f089fe185cd939facd7-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Redis-compatible Key Value\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/8511a8d627e6851ad1d61f089fe185cd939facd7-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/6db3ee1877d5ed829582f5e15506266e546e728b-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Redis-compatible Key Value\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-cover dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/6db3ee1877d5ed829582f5e15506266e546e728b-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/dc0b603cf712e0b680b2ce24227905c6466172d1-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"WebSockets\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/dc0b603cf712e0b680b2ce24227905c6466172d1-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/66ce81df7a6f710cfaf549cdfbf7cb2704a61860-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"WebSockets\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-cover dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/66ce81df7a6f710cfaf549cdfbf7cb2704a61860-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/818de6c4aed5a0f3ea104848a3c98ab262b2ac22-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Edge caching\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/818de6c4aed5a0f3ea104848a3c98ab262b2ac22-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/c247d6cf167f9fcdab39c403e803e4e5e05e4781-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Edge caching\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-cover dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/c247d6cf167f9fcdab39c403e803e4e5e05e4781-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/97005d1a2fdd52899e1f806c631a250e565aef65-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Fully-managed TLS\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover dark:hidden\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/97005d1a2fdd52899e1f806c631a250e565aef65-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/b96a68f417812fe55d1259e7580c22a908b3a8e2-24x24.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Fully-managed TLS\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"hidden object-cover dark:block\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/b96a68f417812fe55d1259e7580c22a908b3a8e2-24x24.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/853712c38ba34fbffb5d1399e4069bf50fd3df99-40x40.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Private networking\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/853712c38ba34fbffb5d1399e4069bf50fd3df99-40x40.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/05fbbae4674ab60be2e1392c958bda56a2f940d3-40x40.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Built-in DDoS protection\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/05fbbae4674ab60be2e1392c958bda56a2f940d3-40x40.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/4fb5df8767f9c368c385814a3ba8ae4044ad639b-40x40.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Managed compliance\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/4fb5df8767f9c368c385814a3ba8ae4044ad639b-40x40.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/1e9ef491aeef02564369d48f7840d48f7c71f72c-40x40.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Audit controls\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/1e9ef491aeef02564369d48f7840d48f7c71f72c-40x40.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/b84dccdb77b0a44b70b37a1023fc5a813610d608-40x40.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Encryption at rest\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/b84dccdb77b0a44b70b37a1023fc5a813610d608-40x40.svg?fit=max&amp;auto=format\">"
    },
    {
      "src": "https://cdn.sanity.io/images/hvk0tap5/production/4d08f7dc25fc77b3988b33ca5cca83cf5054b44c-40x40.svg?fit=max&auto=format",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Unique user identification\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" src=\"https://cdn.sanity.io/images/hvk0tap5/production/4d08f7dc25fc77b3988b33ca5cca83cf5054b44c-40x40.svg?fit=max&amp;auto=format\">"
    }
  ],
  "possibleDialogs": [],
  "score": 80,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

AEO: Answer intent coverage scored 70/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer intent coverage

Warning
01

Issue

Missing likely AI Overview intent sections: what, how, benefits, cost, compare.

Details

02

Why it matters

Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to answer from directly.

Result

AEO: Answer intent coverage scored 70/100 and needs improvement.

Evidence
{
  "headings": [
    {
      "text": "Click, click, done.",
      "html": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>"
    },
    {
      "text": "Intuitive infrastructure, designed for builders",
      "html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>"
    },
    {
      "text": "Stay secure and resilient by default",
      "html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Render?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Render work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Render?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Render free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Render compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Render?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Render work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Render?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Render free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Render compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational
01

Issue

AI context endpoint is informational for this page.

02

Why it matters

A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.

Result

AI context endpoint is informational for this page.

Validation steps

  1. Fetch to find resource

    AI context endpoint was not found at the expected path.

Evidence
{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146414
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146394
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146414
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational
01

Issue

Missing likely AI Overview intent sections: what, how, benefits, cost, compare.

Details

02

Why it matters

AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible and useful for Google AI Overviews and AI Mode extraction.

Result

AIO: Query intent coverage is informational for this page.

Evidence
{
  "headings": [
    {
      "text": "Click, click, done.",
      "html": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>"
    },
    {
      "text": "Intuitive infrastructure, designed for builders",
      "html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>"
    },
    {
      "text": "Stay secure and resilient by default",
      "html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Render?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Render work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Render?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Render free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Render compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Render?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Render work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Render?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Render free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Render compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

Auth.md Agent Registration has an informational finding because the page appears to support authentication.

Informational

Needs attention

Auth.md Agent Registration

Informational
01

Issue

auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.

02

Why it matters

Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.

Result

Auth.md Agent Registration has an informational finding because the page appears to support authentication.

Validation steps

  1. Fetch and validate /auth.md

    auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.

  2. Publish protected resource metadata

    The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

  3. Validate agent_auth authorization metadata

    OAuth authorization server metadata could not be fetched.

Evidence
{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 73523,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 72633,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": false,
          "links": [
            "/_next/static/chunks/webpack-a8f8e1bb5dac4204.js",
            "/_next/static/chunks/4bd1b696-e21779a6db3ba2ac.js",
            "/script",
            "/_next/static/chunks/1255-3aea83894c57e514.js",
            "/script",
            "/_next/static/chunks/main-app-62dd77a0fdfeed8a.js",
            "/script",
            "/_next/static/chunks/4136-b48f4d9c79d17e49.js",
            "/script",
            "/_next/static/chunks/5090-3efab4ab895f922b.js"
          ],
          "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-a8f8e1bb5dac4204.js?dpl=7d58cb9c86\"/><script src=\"/_next/static/chunks/4bd1b696-e21779a6db3ba2ac.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/1255-3aea83894c57e514.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-62dd77a0fdfeed8a.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/4136-b48f4d9c79d17e49.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/5090-3efab4ab895f922b.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/9057-0f2ebd46021f4988.j"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 146414,
        "text": "<!DOCTYPE html><html lang=\"en\" class=\"[--nav-bar-height:47px] lg:[--nav-bar-height:66px]\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/36de5d5a6fde5419-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/44bcf5dc211ed559-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/55dd12438d118bd8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/614210d7392d1f42-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/772d87814c6d4363-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/a02a323226559df3-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/b134c96c03a76fa5-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/c7e359b9e8a1a81c-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/dc03e58dafb0f94e-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/e8e1f899a4774ee8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/eb0b6447daad5399-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"/_next/static/css/b0f5d8f15fd7fda5.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/305a22106d19e694.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/574dc7d9222aa34c.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-a8f8e1bb5dac4204.js?dpl=7d58cb9c86\"/><script src=\"/_next/static/chunks/4bd1b696-e21779a6db3ba2ac.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/1255-3aea83894c57e514.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-62dd77a0fdfeed8a.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/4136-b48f4d9c79d17e49.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/5090-3efab4ab895f922b.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/9057-0f2ebd46021f4988.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/8334-2f685e9adec2cde7.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1846-9af8383c0edaf6fc.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1464-21bd65d156dec074.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1544-3f1c0d070303d6aa.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1975-178f77497ab24a91.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/7853-9b7990ae05a2a0a2.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/app/layout-78442b2a056e1dbf.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-34ef78e6e30182d6.js?dpl=jmtwd\" async=\"\"></script><script async=\"\" defer=\"\" data-domain=\"render.com\" data-api=\"/pan/api/event\" src=\"/pan/script.js\"></script><script src=\"/_next/static/chunks/a4634e51-0eb3def0f9a36b71.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/2619-a662739308d4ccf4.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/8340-a45ebfff5882e182.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/613-e029b78da29fd5cf.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1356-2e17dc0f1b8177b1.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1196-125a1c82851f1012.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/574-b8021f4b30b49148.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1291-e1d981a50c84"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html; charset=utf-8",
          "length": 146414,
          "text": "<!DOCTYPE html><html lang=\"en\" class=\"[--nav-bar-height:47px] lg:[--nav-bar-height:66px]\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/36de5d5a6fde5419-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/44bcf5dc211ed559-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/55dd12438d118bd8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/614210d7392d1f42-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/772d87814c6d4363-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/a02a323226559df3-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/b134c96c03a76fa5-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/c7e359b9e8a1a81c-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/dc03e58dafb0f94e-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/e8e1f899a4774ee8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/eb0b6447daad5399-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"stylesheet\" href=\"/_next/static/css/b0f5d8f15fd7fda5.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/305a22106d19e694.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/css/574dc7d9222aa34c.css?dpl=7d58cb9c86\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-a8f8e1bb5dac4204.js?dpl=7d58cb9c86\"/><script src=\"/_next/static/chunks/4bd1b696-e21779a6db3ba2ac.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/1255-3aea83894c57e514.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-62dd77a0fdfeed8a.js?dpl=7d58cb9c86\" async=\"\"></script><script src=\"/_next/static/chunks/4136-b48f4d9c79d17e49.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/5090-3efab4ab895f922b.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/9057-0f2ebd46021f4988.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/8334-2f685e9adec2cde7.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1846-9af8383c0edaf6fc.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1464-21bd65d156dec074.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1544-3f1c0d070303d6aa.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1975-178f77497ab24a91.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/7853-9b7990ae05a2a0a2.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/app/layout-78442b2a056e1dbf.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-34ef78e6e30182d6.js?dpl=jmtwd\" async=\"\"></script><script async=\"\" defer=\"\" data-domain=\"render.com\" data-api=\"/pan/api/event\" src=\"/pan/script.js\"></script><script src=\"/_next/static/chunks/a4634e51-0eb3def0f9a36b71.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/2619-a662739308d4ccf4.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/8340-a45ebfff5882e182.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/613-e029b78da29fd5cf.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1356-2e17dc0f1b8177b1.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1196-125a1c82851f1012.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/574-b8021f4b30b49148.js?dpl=jmtwd\" async=\"\"></script><script src=\"/_next/static/chunks/1291-e1d981a50c84"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Q&A and FAQ opportunities

GEO: Q&A and FAQ opportunities is informational for this page.

Informational

Needs attention

GEO: Q&A and FAQ opportunities

Informational
01

Issue

3 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.

Details

02

Why it matters

Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.

Check name

GEO: Q&A and FAQ opportunities

Score

75/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for AI answer engines to extract, cite, and attribute.

Result

GEO: Q&A and FAQ opportunities is informational for this page.

Evidence
{
  "h2Count": 3,
  "questionH2s": 0,
  "hasFaq": false,
  "nonQuestionH2s": [
    {
      "index": 1,
      "text": "Click, click, done.",
      "isQuestion": false,
      "html": "<h2 class=\"typography text-heading-lg font-roobert\">Click, click, done.</h2>"
    },
    {
      "index": 2,
      "text": "Intuitive infrastructure, designed for builders",
      "isQuestion": false,
      "html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Intuitive infrastructure, designed for builders </h2>"
    },
    {
      "index": 3,
      "text": "Stay secure and resilient by default",
      "isQuestion": false,
      "html": "<h2 class=\"font-roobert text-heading-md-new lg:text-heading-xxl col-span-8 mb-16 lg:whitespace-pre-wrap\">Stay secure and resilient by default</h2>"
    }
  ],
  "score": 75,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational
01

Issue

IndexNow key is informational for this page.

02

Why it matters

IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

Verify that IndexNow ownership key placement is detectable when the site advertises it.

Result

IndexNow key is informational for this page.

Validation steps

  1. Find advertised IndexNow key location

    No IndexNow key location was advertised in HTML, Link headers, or robots.txt.

  2. Fetch and validate IndexNow key file

    No discoverable IndexNow key file was found.

Evidence
{
  "steps": [
    {
      "id": "advertised-location",
      "title": "Find advertised IndexNow key location",
      "status": "informational",
      "evidence": {
        "advertised": []
      },
      "issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
      "howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
    },
    {
      "id": "fetch-key",
      "title": "Fetch and validate IndexNow key file",
      "status": "informational",
      "evidence": {
        "advertised": [],
        "checked": []
      },
      "issue": "No discoverable IndexNow key file was found.",
      "howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
    }
  ]
}

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth / OIDC discovery

Informational
01

Issue

OAuth / OIDC discovery was not found at the expected path.

02

Why it matters

OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.

Result

OAuth / OIDC discovery has an informational finding because the page appears to support authentication.

Validation steps

  1. Fetch to find resource

    OAuth / OIDC discovery was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146408
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 146394
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Informational

Needs attention

OAuth Protected Resource

Informational
01

Issue

The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

02

Why it matters

Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.

Result

OAuth Protected Resource has an informational finding because the page appears to support authentication.

Validation steps

  1. Fetch protected resource metadata

    The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.

  2. Validate protected resource metadata

    Response is not valid JSON.

  3. Validate protected resource identity

    Protected resource metadata `resource` did not match the resource identifier used to retrieve it.

  4. Probe protected API Bearer challenge

    No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"[--nav-bar-height:47px] lg:[--nav-bar-height:66px]\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, maximum-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/36de5d5a6fde5419-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/44bcf5dc211ed559-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/55dd12438d118bd8-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/614210d7392d1f42-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link rel=\"preload\" href=\"/_next/static/media/772d87814c6d4363-s.p.woff2\" as=\"font\" crossorigin=\"\" type=\"font/woff2\"/><link"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "expectedResource": "https://render.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://render.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://render.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://render.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

`[aria-hidden="true"]` elements contain focusable descendents

100 Fail

Check name

`[aria-hidden="true"]` elements contain focusable descendents

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Focusable descendents within an `[aria-hidden="true"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.11/aria-hidden-focus).

Evidence
{
  "description": "Focusable descendents within an `[aria-hidden=\"true\"]` element prevent those interactive elements from being available to users of assistive technologies like screen readers. [Learn how `aria-hidden` affects focusable elements](https://dequeuniversity.com/rules/axe/4.11/aria-hidden-focus)."
}

Performance and AccessibilityPerformanceBrowser audit

Lists do not contain only `<li>` elements and script supporting elements (`<script>` and `<template>`).

14 Fail

Check name

Lists do not contain only `<li>` elements and script supporting elements (`<script>` and `<template>`).

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Screen readers have a specific way of announcing lists. Ensuring proper list structure aids screen reader output. [Learn more about proper list structure](https://dequeuniversity.com/rules/axe/4.11/list).

Evidence
{
  "description": "Screen readers have a specific way of announcing lists. Ensuring proper list structure aids screen reader output. [Learn more about proper list structure](https://dequeuniversity.com/rules/axe/4.11/list)."
}

Performance and AccessibilityPerformanceBrowser audit

Network dependency tree

14 Fail

Check name

Network dependency tree

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.

Evidence
{
  "description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused CSS

14 Fail

Check name

Reduce unused CSS

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 30 KiB

Fix guidance

Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).

Evidence
{
  "displayValue": "Est savings of 30 KiB",
  "description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
  "numericValue": 40
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

14 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 3,637 KiB

Fix guidance

Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).

Evidence
{
  "displayValue": "Est savings of 3,637 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 80
}

Performance and AccessibilityPerformanceBrowser audit

Render-blocking requests

14 Fail

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 140 ms

Fix guidance

Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.

Evidence
{
  "displayValue": "Est savings of 140 ms",
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

7 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 8,153 KiB

Fix guidance

Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).

Evidence
{
  "displayValue": "Total size was 8,153 KiB",
  "description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
  "numericValue": 8348722
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

7 Fail

Check name

Loading performance

Score

51/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.

Evidence
{
  "checks": [
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 11,
      "displayValue": "7.9 s",
      "numericValue": 7879.884600046889
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 100,
      "displayValue": "0.3 s",
      "numericValue": 331.0023770735288
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 10,
      "displayValue": "4.0 s",
      "numericValue": 3992.5163327562095
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "20 ms",
      "numericValue": 16.481370000000002
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 83,
      "displayValue": "1.4 s",
      "numericValue": 1421.0159263926428
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 130 ms",
      "numericValue": 127
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 5,
      "displayValue": "560 ms",
      "numericValue": 561.9999999999973
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "2,040 ms",
      "numericValue": 2043.0000000000005
    }
  ]
}

Fix with MCP or CLI

Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.

Score history

Public scan score over time

Public reports for this website origin. Select any point or report link to open that canonical report.

1 reports
Public score history report links
Scan dateScoreReadinessReport
73/100Level 3, Bot-AwareCurrent report
Report ID fc3afe4d-dde7-402c-8638-05ba9c35f6a7. Scanned Jun 8, 2026, 7:45 PM.
render.com AI SEO Report: 73/100 (Level 3, Bot-Aware)