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41/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents
AIDiscoverability23%Agent Easeof Use4%Security& Trust100%GEO, AIO, AEO71%SEO92%Performance& Accessibility46%
  • AI Discoverability 23 out of 100
  • Agent Ease of Use 4 out of 100
  • Security & Trust 100 out of 100
  • GEO, AIO and AEO 71 out of 100
  • SEO 92 out of 100
  • Performance and Accessibility 46 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Coda: Your all-in-one collaborative workspace. favicon

Coda: Your all-in-one collaborative workspace.

Coda is an all-in-one platform that blends the flexibility of docs, structure of spreadsheets, power of applications, and intelligence of AI.

Next step

Turn this report into a fix workflow

25 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
23
Priority fix4190View details
Discoverability
29
Priority fix270View details
Content Readiness
33
Priority fix280View details
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
4
Priority fix6262View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable260View details
MCP
13
Priority fix062View details
Skill Discovery
0
Priority fix080View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
71
Needs work7310View details
GEO Readiness
80
Mostly ready204
AIO Readiness
58
Needs work223View details
AEO Readiness
73
Needs work313View details
SEO
92
Strong1010View details
SEO
92
Strong1010View details
Security & Trust
100
Strong900
Security & Trust
100
Strong500
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
46
Priority fix2142View details
Performance
25
Priority fix832View details
Accessibility
86
Mostly ready1310View details

Prioritized recommendations

Issues ranked by score impact

44 items need attention

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check
01

Issue

The API catalog endpoint did not return HTTP 2xx.

02

Why it matters

API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish an API catalog for automated API discovery using RFC 9727.

Result

API Catalog failed at "Fetch API catalog".

Validation steps

  1. Fetch API catalog

    The API catalog endpoint did not return HTTP 2xx.

  2. Validate RFC 9727 linkset

    Response is not valid JSON.

  3. Fetch advertised API catalog targets

    API Catalog did not expose any same-origin hrefs to validate.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><title>Coda | Page not found - Coda</title><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://cdn.coda.io/icons/png/color/coda-32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"https://cdn.coda.io/icons/png/color/coda-192.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"120x120\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-120.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"152x152\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-152.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"167x167\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-167.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-180.png\""
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check
01

Issue

OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

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

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

  1. Find valid OpenAPI document

    OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><title>Coda | Page not found - Coda</title><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://cdn.coda.io/icons/png/color/coda-32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"https://cdn.coda.io/icons/png/color/coda-192.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"120x120\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-120.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"152x152\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-152.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"167x167\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-167.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-180.png\""
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><title>Coda | Page not found - Coda</title><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://cdn.coda.io/icons/png/color/coda-32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"https://cdn.coda.io/icons/png/color/coda-192.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"120x120\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-120.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"152x152\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-152.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"167x167\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-167.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-180.png\""
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><title>Coda | Page not found - Coda</title><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://cdn.coda.io/icons/png/color/coda-32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"https://cdn.coda.io/icons/png/color/coda-192.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"120x120\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-120.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"152x152\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-152.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"167x167\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-167.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-180.png\""
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><title>Coda | Page not found - Coda</title><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://cdn.coda.io/icons/png/color/coda-32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"https://cdn.coda.io/icons/png/color/coda-192.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"120x120\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-120.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"152x152\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-152.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"167x167\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-167.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-180.png\""
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><title>Coda | Page not found - Coda</title><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://cdn.coda.io/icons/png/color/coda-32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"https://cdn.coda.io/icons/png/color/coda-192.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"120x120\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-120.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"152x152\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-152.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"167x167\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-167.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-180.png\""
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><title>Coda | Page not found - Coda</title><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://cdn.coda.io/icons/png/color/coda-32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"https://cdn.coda.io/icons/png/color/coda-192.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"120x120\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-120.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"152x152\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-152.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"167x167\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-167.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-180.png\""
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><title>Coda | Page not found - Coda</title><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://cdn.coda.io/icons/png/color/coda-32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"https://cdn.coda.io/icons/png/color/coda-192.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"120x120\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-120.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"152x152\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-152.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"167x167\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-167.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-180.png\""
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

AI bot rules in robots.txt is missing or incomplete.

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check
01

Issue

No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.

02

Why it matters

Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.

Result

AI bot rules in robots.txt is missing or incomplete.

Evidence
{
  "expectedBots": [
    "GPTBot",
    "ChatGPT-User",
    "ClaudeBot",
    "Claude-Web",
    "Anthropic-AI",
    "Google-Extended",
    "PerplexityBot",
    "CCBot",
    "Applebot-Extended",
    "Meta-ExternalAgent",
    "Bytespider",
    "Amazonbot",
    "Cohere-AI"
  ],
  "configuredBots": []
}

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check
01

Issue

No Content Signal found in robots.txt

02

Why it matters

Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

Declare AI content usage preferences with Content Signal in robots.txt.

Result

Content Signal is missing or incomplete.

Evidence
{
  "signals": [],
  "ai-train": false,
  "search": false,
  "ai-input": false
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 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": 25245
          }
        ]
      },
      "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": 25245
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          }
        ]
      },
      "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 Skills index

Agent Skills index failed at "Fetch to find resource".

25 Fail

Needs attention

Agent Skills index

Failed check
01

Issue

Agent Skills index was not found at the expected path.

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

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    Agent Skills index 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-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

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": 25245
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          }
        ]
      },
      "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 UseSkill DiscoveryInformational

agents.json

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

25 Fail

Needs attention

agents.json

Failed check
01

Issue

agents.json was not found at the expected path.

02

Why it matters

agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.

Result

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

Validation steps

  1. Fetch to find resource

    agents.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/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

25 Fail

Needs attention

Content freshness signals

Failed check
01

Issue

Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.

02

Why it matters

Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.

Check name

Content freshness signals

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose modified and published dates for freshness-aware retrieval and ranking.

Result

Content freshness signals is missing or incomplete.

Evidence
{
  "lastModified": null,
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Fetch to find resource".

25 Fail

Needs attention

llms.txt

Failed check
01

Issue

llms.txt was not found at the expected path.

02

Why it matters

llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

Publish llms.txt to summarize agent-readable site guidance.

Result

llms.txt failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    llms.txt was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

25 Fail

Needs attention

Markdown negotiation

Failed check
01

Issue

Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.

02

Why it matters

Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

  1. Markdown content type

    Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.

  2. Vary: Accept header

    Markdown negotiation is missing Vary: Accept; current Vary header is "x-coda-custom-host,User-Agent,Accept-Encoding".

  3. Structured Markdown body

    Markdown response is missing a heading.

Evidence
{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "x-coda-custom-host,User-Agent,Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"x-coda-custom-host,User-Agent,Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 23936,
        "excerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><meta name=\"insight-app-sec-validation\" content=\"769e7b8b-6e3d-416b-ada5-f10bac0c74cf\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1, user-scalable=no\"/><m",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

MCP Server Card failed at "Fetch to find resource".

25 Fail

Needs attention

MCP Server Card

Failed check
01

Issue

MCP Server Card was not found at the expected path.

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

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

MCP Server Card failed at "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    MCP Server 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/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

Needs attention

mcp.json

Failed check
01

Issue

mcp.json was not found at the expected path.

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

0/100

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 "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    mcp.json was not found at the expected path.

Evidence
{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

25 Fail

Needs attention

Semantic HTML

Failed check
01

Issue

Semantic HTML is incomplete: missing <main> landmark; 8 links missing accessible names; 4 buttons missing accessible names; 0/1 applicable form inputs have autocomplete attributes (1 missing).

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": false,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": true,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [
      "<a tabindex=\"-1\" style=\"opacity:0;transform:translateY(10px) translateZ(0)\"><div class=\"WjashzFT\"></div></a>",
      "<a class=\"iztO98RE\" href=\"/product/ai\" target=\"_blank\" rel=\"noopener\"></a>",
      "<a class=\"iztO98RE\" href=\"/product/ai\" target=\"_blank\" rel=\"noopener\"></a>",
      "<a class=\"iztO98RE\" href=\"/product/ai\" target=\"_blank\" rel=\"noopener\"></a>",
      "<a data-coda-logging-id=\"footer-twitter-logo\" href=\"https://twitter.com/coda_hq\" data-kr-interactive=\"true\" target=\"_blank\" rel=\"noopener\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" role=\"img\" aria-label=\"Twitter\"><path d=\"M22 5.93454C21.2652 6.26556 20.4729 6.48583 19.6455 6.584C20.4929 6.07299 21.1415 5.26242 21.4502 4.2983C20.6578 4.77029 19.7781 5.11642 18.8458 5.30144C18.096 4.49842 17.03 4 15.8503 4C13.5846 4 11.7501 5.84895 11.7501 8.129",
      "<a data-coda-logging-id=\"footer-youtube-logo\" href=\"https://www.youtube.com/channel/UC73YRwUcAjAW_euaGzDUAzg\" data-kr-interactive=\"true\" target=\"_blank\" rel=\"noopener\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" role=\"img\" aria-label=\"Youtube\"><path d=\"M12 5C3.155 5 3 5.787 3 11.93C3 18.073 3.155 18.86 12 18.86C20.845 18.86 21 18.073 21 11.93C21 5.787 20.845 5 12 5V5ZM14.884 12.231L10.843 14.117C10.489 14.281 10.199 14.097 10.199 13.707V10.154C1",
      "<a data-coda-logging-id=\"footer-linkedin-logo\" href=\"https://www.linkedin.com/company/codainc\" data-kr-interactive=\"true\" target=\"_blank\" rel=\"noopener\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" role=\"img\" aria-label=\"LinkedIn\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M5.0769 7.15379C6.22334 7.15379 7.15379 6.22334 7.15379 5.0769C7.15379 3.93045 6.22334 3 5.0769 3C3.93045 3 3 3.93045 3 5.0769C3 6.22334 3.93045 7.15379 5.0769 7.15379V7.",
      "<a data-coda-logging-id=\"footer-facebook-logo\" href=\"https://www.facebook.com/codahq/\" data-kr-interactive=\"true\" target=\"_blank\" rel=\"noopener\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" role=\"img\" aria-label=\"Facebook\"><path d=\"M20.998 11.999C20.998 7.029 16.969 3 11.999 3C7.029 3 3 7.029 3 11.999C3 16.491 6.291 20.214 10.593 20.889V14.6H8.308V11.999H10.593V10.016C10.593 7.761 11.937 6.515 13.992 6.515C14.977 6.515 16.007 6.691 16.007 6.691V8"
    ],
    "inaccessibleButtons": [
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-C0001\" aria-labelledby=\"ot-header-id-C0001 ot-status-id-C0001\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-Coda1\" aria-labelledby=\"ot-header-id-Coda1 ot-status-id-Coda1\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-Coda2\" aria-labelledby=\"ot-header-id-Coda2 ot-status-id-Coda2\"></button>",
      "<button aria-expanded=\"false\" ot-accordion=\"true\" aria-controls=\"ot-desc-id-Coda3\" aria-labelledby=\"ot-header-id-Coda3 ot-status-id-Coda3\"></button>"
    ],
    "missingAutocompleteInputs": [
      "<input id=\"vendor-search-handler\" type=\"text\" name=\"vendor-search-handler\" placeholder=\"Search&#x2026;\" aria-label=\"Cookie list search\">"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 1,
    "headings": 31,
    "links": 178,
    "inaccessibleLinks": 8,
    "buttons": 27,
    "inaccessibleButtons": 4,
    "images": 93,
    "imagesWithAlt": 93,
    "autocompleteInputs": 1,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 1
  }
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check
01

Issue

WebMCP manifest was not found at the expected path.

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

0/100

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 "Fetch to find resource".

Validation steps

  1. Fetch to find resource

    WebMCP manifest 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/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

20 Fail

Needs attention

FAQPage schema

Failed check
01

Issue

FAQ content was detected but no FAQPage schema was found.

02

Why it matters

FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose question-and-answer content in FAQPage structured data when FAQs are present.

Result

FAQPage schema is missing or incomplete.

Evidence
{
  "found": false,
  "visibleFaq": true,
  "allTypes": []
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

20 Fail

Needs attention

High-value schema types

Failed check
01

Issue

No high-value schema types (e.g. Article, Product, Service) were found.

02

Why it matters

High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Use schema types that describe the page's primary content or offering.

Result

High-value schema types is missing or incomplete.

Evidence
{
  "found": [],
  "expected": [
    "Article",
    "BlogPosting",
    "NewsArticle",
    "Product",
    "SoftwareApplication",
    "FAQPage",
    "LocalBusiness",
    "VideoObject",
    "HowTo",
    "Event",
    "Course",
    "Review",
    "Service"
  ],
  "allTypes": []
}

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

20 Fail

Needs attention

JSON-LD present

Failed check
01

Issue

No JSON-LD blocks found.

02

Why it matters

JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Expose schema.org JSON-LD so AI search systems can parse page entities.

Result

JSON-LD present is missing or incomplete.

Evidence
{
  "blocks": 0,
  "validBlocks": 0,
  "schemaContextBlocks": 0,
  "errors": [],
  "documents": [],
  "nodes": []
}

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

20 Fail

Needs attention

Link headers

Failed check
01

Issue

No useful agent discovery Link headers were found.

02

Why it matters

Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

  1. Find useful Link headers

    No useful agent discovery Link headers were found.

  2. Fetch same-origin Link header targets

    Link headers did not expose any same-origin targets to validate.

Evidence
{
  "failedStep": "presence",
  "steps": [
    {
      "id": "presence",
      "title": "Find useful Link headers",
      "status": "fail",
      "evidence": {
        "links": [
          {
            "url": "https://cdn.coda.io",
            "rel": "preconnect"
          },
          {
            "url": "https://sanity-images.imgix.net",
            "rel": "preconnect"
          },
          {
            "url": "https://codaio.imgix.net",
            "rel": "preconnect"
          },
          {
            "url": "https://images.unsplash.com",
            "rel": "preconnect"
          }
        ]
      },
      "issue": "No useful agent discovery Link headers were found.",
      "howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
    },
    {
      "id": "target-validation",
      "title": "Fetch same-origin Link header targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin Link header targets were available to fetch."
          }
        ]
      },
      "issue": "Link headers did not expose any same-origin targets to validate.",
      "howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

20 Fail

Needs attention

Organization / WebSite schema

Failed check
01

Issue

Neither Organization nor WebSite schema types were found in JSON-LD.

02

Why it matters

Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence
{
  "found": [],
  "allTypes": []
}

Agent Ease of UseMCPInformational

WebMCP

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

13 Warning

Needs attention

WebMCP

Warning
01

Issue

WebMCP declarative annotations need fixes.

Details

02

Why it matters

WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

Support WebMCP to expose site tools to AI agents via the browser.

Result

WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".

Validation steps

  1. Detect data-mcp-tool annotations

    No data-mcp-tool attributes were found on interactive elements.

  2. Detect WebMCP declarative tags

    No elements found with tool-name or tool-description attributes.

  3. Validate WebMCP declarative annotation quality

    WebMCP declarative annotations need fixes.

    WebMCP declarative annotation issues
    • <input name="ot-group-id-Coda1"> is missing tool-param-description.
    • <input name="ot-group-id-Coda2"> is missing tool-param-description.
    • <input name="ot-group-id-Coda3"> is missing tool-param-description.
    • <input name="vendor-search-handler"> is missing tool-param-description.
    • <input> is missing a name attribute.
    • <input> is missing tool-param-description.
    • <input> is missing a name attribute.
    • <input> is missing tool-param-description.
    • <input> is missing a name attribute.
    • <input> is missing tool-param-description.
    • <input> is missing a name attribute.
    • <input> is missing tool-param-description.
  4. Detect WebMCP imperative API usage

    navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.

  5. Detect WebMCP browser navigator injection

    navigator.modelContext was not detected in the rendered browser page.

  6. Interactive surface coverage

    Only 0% of interactive surfaces are annotated.

Evidence
{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 0,
        "formsWithTags": 0,
        "totalInteractive": 202,
        "interactiveWithTags": 0,
        "totalCount": 202,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"ot-group-id-Coda1\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-Coda2\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-Coda3\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 12,
        "issues": [
          "<input name=\"ot-group-id-Coda1\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-Coda2\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-Coda3\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-Coda1\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-Coda2\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-Coda3\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"vendor-search-handler\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 0,
        "formsWithTags": 0,
        "totalInteractive": 202,
        "interactiveWithTags": 0,
        "totalCount": 202,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"ot-group-id-Coda1\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-Coda2\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-Coda3\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 0,
    "formsWithTags": 0,
    "totalInteractive": 202,
    "interactiveWithTags": 0,
    "totalCount": 202,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"ot-group-id-Coda1\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-Coda2\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-Coda3\"> is missing tool-param-description.",
      "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 0/100 and needs a fix.

10 Fail

Needs attention

AIO: Visible structured data match

Failed check
01

Issue

No JSON-LD structured data was detected.

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

0/100

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: Visible structured data match scored 0/100 and needs a fix.

Evidence
{
  "schemaCount": 0,
  "mismatches": [],
  "score": 0,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

8 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": "https://coda.io/about",
      "text": "About us",
      "html": "<a href=\"https://coda.io/about\" target=\"_self\" rel=\"noopener\"><span class=\"ThJNR_O2\">About us</span></a>"
    },
    {
      "href": "https://coda.io/about/jobs",
      "text": "Careers",
      "html": "<a href=\"https://coda.io/about/jobs\" target=\"_self\" rel=\"noopener\"><span class=\"ThJNR_O2\">Careers</span></a>"
    },
    {
      "href": "https://coda.io/about/coda-on-coda",
      "text": "Coda on Coda",
      "html": "<a href=\"https://coda.io/about/coda-on-coda\" target=\"_self\" rel=\"noopener\"><span class=\"ThJNR_O2\">Coda on Coda</span></a>"
    },
    {
      "href": "https://www.linkedin.com/company/codainc",
      "text": "",
      "html": "<a data-coda-logging-id=\"footer-linkedin-logo\" href=\"https://www.linkedin.com/company/codainc\" data-kr-interactive=\"true\" target=\"_blank\" rel=\"noopener\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" role=\"img\" aria-label=\"LinkedIn\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M5.0769 7.15379C6.22334 7.15379 7.15379 6.22334 7.15379 5.0769C7.15379 3.93045 6.22334 3 5.0769 3C3.93045 3 3 3.93045 3 5.0769C3 6.22334 3.93045 7.15379 5.0769 7.15379..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.coda.io/",
      "text": "Help center",
      "html": "<a class=\"nOwKUoMF axcpPZwX\" href=\"https://help.coda.io/\" tabindex=\"-1\" style=\"opacity:0;transform:translateY(10px) translateZ(0)\"><div class=\"x0PL6ze4\"><div class=\"a4Eg6p0C RhACY6FD\">Help center</div></div></a>"
    },
    {
      "href": "/contact/sales/request-a-demo",
      "text": "Request a demo",
      "html": "<a class=\"JnDWPnwB\" href=\"/contact/sales/request-a-demo\" tabindex=\"-1\" target=\"_self\" rel=\"noopener\"><button class=\"uUdwrjKF zNPwIgSX jQK_QjRh\">Request a demo</button></a>"
    },
    {
      "href": "/contact/sales",
      "text": "Contact sales",
      "html": "<a href=\"/contact/sales\" target=\"_self\" rel=\"noopener\"><span class=\"Nteoxg7d suDnLyZq SyVfNoGP b9lPiRFC JKeu8NXt QuZsUaXW\" tabindex=\"0\" data-kr-interactive=\"true\" role=\"button\" aria-disabled=\"false\">Contact sales</span></a>"
    },
    {
      "href": "https://help.coda.io/en/",
      "text": "Help center",
      "html": "<a href=\"https://help.coda.io/en/\" target=\"_self\" rel=\"noopener\"><span class=\"ThJNR_O2\">Help center</span></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "grammarly.com/privacy-policy",
      "text": "Privacy",
      "html": "<a href=\"grammarly.com/privacy-policy\" target=\"_self\" rel=\"noopener\"><span class=\"OeF0yJ4E\">Privacy</span></a>"
    },
    {
      "href": "/trust/cookies",
      "text": "Your Privacy Choices",
      "html": "<a class=\"OeF0yJ4E\" href=\"/trust/cookies\" target=\"_self\" rel=\"noopener\"><svg width=\"30\" height=\"100%\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 30 14\" class=\"bj4Ubl6y\"><path d=\"M22.6,0H7.4c-3.9,0-7,3.1-7,7s3.1,7,7,7h15.2c3.9,0,7-3.1,7-7S26.4,0,22.6,0z M1.6,7c0-3.2,2.6-5.8,5.8-5.8 h9.9l-3.1,11.6H7.4C4.2,12.8,1.6,10.2,1.6,7z\" fill-rule=\"evenodd\" clip-rule=\"evenodd\" fill=\"#0066FF\"/><path d=\"M7.4,12.8h6.8l3.1-11.6H7.4C4.2,1.2,1.6,3.8,1.6,7S4.2,12.8,7.4,12.8z\" fill-rule=\"evenod..."
    }
  ],
  "score": 40,
  "weight": 22
}

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": "https://coda.io/about",
      "text": "About us",
      "html": "<a href=\"https://coda.io/about\" target=\"_self\" rel=\"noopener\"><span class=\"ThJNR_O2\">About us</span></a>"
    },
    {
      "href": "https://coda.io/about/jobs",
      "text": "Careers",
      "html": "<a href=\"https://coda.io/about/jobs\" target=\"_self\" rel=\"noopener\"><span class=\"ThJNR_O2\">Careers</span></a>"
    },
    {
      "href": "https://coda.io/about/coda-on-coda",
      "text": "Coda on Coda",
      "html": "<a href=\"https://coda.io/about/coda-on-coda\" target=\"_self\" rel=\"noopener\"><span class=\"ThJNR_O2\">Coda on Coda</span></a>"
    },
    {
      "href": "https://www.linkedin.com/company/codainc",
      "text": "",
      "html": "<a data-coda-logging-id=\"footer-linkedin-logo\" href=\"https://www.linkedin.com/company/codainc\" data-kr-interactive=\"true\" target=\"_blank\" rel=\"noopener\"><svg width=\"24\" height=\"24\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" role=\"img\" aria-label=\"LinkedIn\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M5.0769 7.15379C6.22334 7.15379 7.15379 6.22334 7.15379 5.0769C7.15379 3.93045 6.22334 3 5.0769 3C3.93045 3 3 3.93045 3 5.0769C3 6.22334 3.93045 7.15379 5.0769 7.15379..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.coda.io/",
      "text": "Help center",
      "html": "<a class=\"nOwKUoMF axcpPZwX\" href=\"https://help.coda.io/\" tabindex=\"-1\" style=\"opacity:0;transform:translateY(10px) translateZ(0)\"><div class=\"x0PL6ze4\"><div class=\"a4Eg6p0C RhACY6FD\">Help center</div></div></a>"
    },
    {
      "href": "/contact/sales/request-a-demo",
      "text": "Request a demo",
      "html": "<a class=\"JnDWPnwB\" href=\"/contact/sales/request-a-demo\" tabindex=\"-1\" target=\"_self\" rel=\"noopener\"><button class=\"uUdwrjKF zNPwIgSX jQK_QjRh\">Request a demo</button></a>"
    },
    {
      "href": "/contact/sales",
      "text": "Contact sales",
      "html": "<a href=\"/contact/sales\" target=\"_self\" rel=\"noopener\"><span class=\"Nteoxg7d suDnLyZq SyVfNoGP b9lPiRFC JKeu8NXt QuZsUaXW\" tabindex=\"0\" data-kr-interactive=\"true\" role=\"button\" aria-disabled=\"false\">Contact sales</span></a>"
    },
    {
      "href": "https://help.coda.io/en/",
      "text": "Help center",
      "html": "<a href=\"https://help.coda.io/en/\" target=\"_self\" rel=\"noopener\"><span class=\"ThJNR_O2\">Help center</span></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "grammarly.com/privacy-policy",
      "text": "Privacy",
      "html": "<a href=\"grammarly.com/privacy-policy\" target=\"_self\" rel=\"noopener\"><span class=\"OeF0yJ4E\">Privacy</span></a>"
    },
    {
      "href": "/trust/cookies",
      "text": "Your Privacy Choices",
      "html": "<a class=\"OeF0yJ4E\" href=\"/trust/cookies\" target=\"_self\" rel=\"noopener\"><svg width=\"30\" height=\"100%\" version=\"1.1\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 30 14\" class=\"bj4Ubl6y\"><path d=\"M22.6,0H7.4c-3.9,0-7,3.1-7,7s3.1,7,7,7h15.2c3.9,0,7-3.1,7-7S26.4,0,22.6,0z M1.6,7c0-3.2,2.6-5.8,5.8-5.8 h9.9l-3.1,11.6H7.4C4.2,12.8,1.6,10.2,1.6,7z\" fill-rule=\"evenodd\" clip-rule=\"evenodd\" fill=\"#0066FF\"/><path d=\"M7.4,12.8h6.8l3.1-11.6H7.4C4.2,1.2,1.6,3.8,1.6,7S4.2,12.8,7.4,12.8z\" fill-rule=\"evenod..."
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

6 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

25 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": 26,
  "passing": 1,
  "failing": [
    {
      "heading": "\"It’s more powerful than Google Docs and more flexible than Airtable or Notion.\"",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>&quot;It&#x2019;s more powerful than Google Docs and more flexible than Airtable or Notion.&quot;</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "4 ways 50,000+ teams use Coda to supercharge their work days.",
      "headingHtml": "<h2 class=\"laM6rw5Q\"> <!-- -->4 ways <span class=\"s9UXuFvP\">50,000+ teams</span> use Coda to supercharge their work days.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Writeups",
      "headingHtml": "<h2 class=\"xDhWpEil\">Writeups</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Hubs",
      "headingHtml": "<h2 class=\"xDhWpEil\">Hubs</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Trackers",
      "headingHtml": "<h2 class=\"xDhWpEil\">Trackers</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Applications",
      "headingHtml": "<h2 class=\"xDhWpEil\">Applications</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Want to see more?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to see more?</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Take the busywork out of your work with Coda AI.",
      "headingHtml": "<h2 class=\"laM6rw5Q\">Take the busywork out of your work with Coda AI.</h2>",
      "firstParagraph": "Spark dynamic dialogue with Coda AI to brainstorm, create content, or ask questions.",
      "paragraphHtml": "<p class=\"PYD7JVH7 Sahl7sAX RhACY6FD\">Spark dynamic dialogue with Coda AI to brainstorm, create content, or ask questions.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Create workflows across your must-have tools.",
      "headingHtml": "<h2 class=\"laM6rw5Q\">Create workflows across your must-have tools.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "And getting started is easy.",
      "headingHtml": "<h2 class=\"laM6rw5Q\">And getting started is easy.</h2>",
      "firstParagraph": "Product",
      "paragraphHtml": "<p class=\"a4Eg6p0C eJ_Pjem1\">Product</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "For product teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For product teams</h2>",
      "firstParagraph": "Product team hub",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Product team hub</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running your product team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">product team on Coda?</span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For sales teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For sales teams</h2>",
      "firstParagraph": "Account hub",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Account hub</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running your sales team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <span class=\"s9UXuFvP\">sales team on Coda?</span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For engineering teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For engineering teams</h2>",
      "firstParagraph": "Engineering team hub",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Engineering team hub</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running your engineering team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">engineering team on Coda?</span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For design teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For design teams</h2>",
      "firstParagraph": "Design critique",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Design critique</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running your design team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">design team on Coda?</span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For marketing teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For marketing teams</h2>",
      "firstParagraph": "Launch brief",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Launch brief</p>",
      "words": 2,
      "direct": false,
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    },
    {
      "heading": "Want to know more about running your marketing team on Coda?",
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
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      "headingHtml": "<h2 class=\"xDhWpEil\">For HR teams</h2>",
      "firstParagraph": "Hiring hub",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Hiring hub</p>",
      "words": 2,
      "direct": false,
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    },
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      "firstParagraph": "Product",
      "paragraphHtml": "<p class=\"a4Eg6p0C eJ_Pjem1\">Product</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "Collaboration costs (much) less in Coda.",
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Privacy Preference Center",
      "headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
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    },
    {
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}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

GEO: Extraction-friendly structure scored 60/100 and needs improvement.

5 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, JSON-LD structured data.

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

60/100

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 60/100 and needs improvement.

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 5,
  "schemaBlocks": 0,
  "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",
    "JSON-LD structured data"
  ],
  "score": 60,
  "weight": 24
}

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

1 explanatory paragraph(s) could be stronger for citation or AI extraction.

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": [
    {
      "index": 115,
      "heading": "H4: Strictly Necessary Cookies",
      "text": "These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work. These cookies do not store a...",
      "words": 80,
      "hasEvidence": false,
      "reasons": [
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"ot-acc-grpdesc ot-category-desc\" id=\"ot-desc-id-C0001\">These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work. These cookies do not store any personally i..."
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 88/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning
01

Issue

Title/H1 terms missing from description: collaborative, workspace.

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

88/100

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 88/100 and needs improvement.

Evidence
{
  "title": "Coda: Your all-in-one collaborative workspace.",
  "h1": "Your all-in-one collaborative workspace.",
  "description": "Coda is an all-in-one platform that blends the flexibility of docs, structure of spreadsheets, power of applications, and intelligence of AI.",
  "topicOverlap": 0.6,
  "topicTerms": [
    "coda",
    "all",
    "one",
    "collaborative",
    "workspace"
  ],
  "descriptionTerms": [
    "coda",
    "all",
    "one",
    "platform",
    "blends",
    "flexibility",
    "docs",
    "structure",
    "spreadsheets",
    "power",
    "applications",
    "intelligence"
  ],
  "missingFromDescription": [
    "collaborative",
    "workspace"
  ],
  "score": 88,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 70/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

93 image(s) are missing width/height attributes. 2 possible modal/interstitial element(s) detected.

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

70/100

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 70/100 and needs improvement.

Evidence
{
  "viewportContent": "width=device-width, initial-scale=1, user-scalable=no",
  "visibleWords": 1604,
  "htmlBytes": 445650,
  "imagesMissingDimensions": [
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt fetchpriority=\"high\" class src=\"https://sanity-images.imgix.net/production/3dde61749535f25ffe4f4d657aded44b6b1cc33c-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress\" srcset=\"https://sanity-images.imgix.net/production/3dde61749535f25ffe4f4d657aded44b6b1cc33c-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress 1x, https://sanity-images.imgix.net/production/3dde61749535f25ffe4f4d657aded44b6b1cc33c-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress 2x\" loading=\"lazy\">"
    },
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      "loading": "lazy",
      "html": "<img alt fetchpriority=\"high\" class src=\"https://sanity-images.imgix.net/production/688dc2bf6a2e120df1b8c41f6a5c3293f38216c7-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress\" srcset=\"https://sanity-images.imgix.net/production/688dc2bf6a2e120df1b8c41f6a5c3293f38216c7-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress 1x, https://sanity-images.imgix.net/production/688dc2bf6a2e120df1b8c41f6a5c3293f38216c7-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress 2x\" loading=\"lazy\">"
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      "loading": "lazy",
      "html": "<img alt fetchpriority=\"high\" class src=\"https://sanity-images.imgix.net/production/5c6bb8fa35aae9d3fb55da9c99e77c732d36de16-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress\" srcset=\"https://sanity-images.imgix.net/production/5c6bb8fa35aae9d3fb55da9c99e77c732d36de16-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress 1x, https://sanity-images.imgix.net/production/5c6bb8fa35aae9d3fb55da9c99e77c732d36de16-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress 2x\" loading=\"lazy\">"
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      "loading": "lazy",
      "html": "<img alt fetchpriority=\"high\" class src=\"https://sanity-images.imgix.net/production/60e74f53b6ed653516ea8ac02c326b45b0cd479b-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress\" srcset=\"https://sanity-images.imgix.net/production/60e74f53b6ed653516ea8ac02c326b45b0cd479b-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress 1x, https://sanity-images.imgix.net/production/60e74f53b6ed653516ea8ac02c326b45b0cd479b-64x64.svg?w=42&amp;h=42&amp;auto=format%2Ccompress 2x\" loading=\"lazy\">"
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  "possibleDialogs": [
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}

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

25 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": 26,
  "passing": 1,
  "failing": [
    {
      "heading": "\"It’s more powerful than Google Docs and more flexible than Airtable or Notion.\"",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>&quot;It&#x2019;s more powerful than Google Docs and more flexible than Airtable or Notion.&quot;</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
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      "heading": "4 ways 50,000+ teams use Coda to supercharge their work days.",
      "headingHtml": "<h2 class=\"laM6rw5Q\"> <!-- -->4 ways <span class=\"s9UXuFvP\">50,000+ teams</span> use Coda to supercharge their work days.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
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      "heading": "Writeups",
      "headingHtml": "<h2 class=\"xDhWpEil\">Writeups</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Hubs",
      "headingHtml": "<h2 class=\"xDhWpEil\">Hubs</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
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      "heading": "Trackers",
      "headingHtml": "<h2 class=\"xDhWpEil\">Trackers</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
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      "heading": "Applications",
      "headingHtml": "<h2 class=\"xDhWpEil\">Applications</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Want to see more?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to see more?</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Take the busywork out of your work with Coda AI.",
      "headingHtml": "<h2 class=\"laM6rw5Q\">Take the busywork out of your work with Coda AI.</h2>",
      "firstParagraph": "Spark dynamic dialogue with Coda AI to brainstorm, create content, or ask questions.",
      "paragraphHtml": "<p class=\"PYD7JVH7 Sahl7sAX RhACY6FD\">Spark dynamic dialogue with Coda AI to brainstorm, create content, or ask questions.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Create workflows across your must-have tools.",
      "headingHtml": "<h2 class=\"laM6rw5Q\">Create workflows across your must-have tools.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "And getting started is easy.",
      "headingHtml": "<h2 class=\"laM6rw5Q\">And getting started is easy.</h2>",
      "firstParagraph": "Product",
      "paragraphHtml": "<p class=\"a4Eg6p0C eJ_Pjem1\">Product</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "For product teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For product teams</h2>",
      "firstParagraph": "Product team hub",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Product team hub</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running your product team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">product team on Coda?</span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For sales teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For sales teams</h2>",
      "firstParagraph": "Account hub",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Account hub</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running your sales team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <span class=\"s9UXuFvP\">sales team on Coda?</span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For engineering teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For engineering teams</h2>",
      "firstParagraph": "Engineering team hub",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Engineering team hub</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running your engineering team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">engineering team on Coda?</span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For design teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For design teams</h2>",
      "firstParagraph": "Design critique",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Design critique</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running your design team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">design team on Coda?</span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For marketing teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For marketing teams</h2>",
      "firstParagraph": "Launch brief",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Launch brief</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running your marketing team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">marketing team on Coda?</span></span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For HR teams",
      "headingHtml": "<h2 class=\"xDhWpEil\">For HR teams</h2>",
      "firstParagraph": "Hiring hub",
      "paragraphHtml": "<p class=\"XAnw5lue a4Eg6p0C eJ_Pjem1\">Hiring hub</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Want to know more about running yourHR team on Coda?",
      "headingHtml": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your<br><span class=\"s9UXuFvP\">HR team</span> on Coda?</span></h2>",
      "firstParagraph": "Product",
      "paragraphHtml": "<p class=\"a4Eg6p0C eJ_Pjem1\">Product</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "Collaboration costs (much) less in Coda.",
      "headingHtml": "<h2 class=\"laM6rw5Q\">Collaboration costs (much) less in Coda.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Privacy Preference Center",
      "headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Cookie List",
      "headingHtml": "<h3>Cookie List</h3>",
      "firstParagraph": "",
      "paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

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, 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": "\"It’s more powerful than Google Docs and more flexible than Airtable or Notion.\"",
      "html": "<h2 class=\"xDhWpEil\"><span>&quot;It&#x2019;s more powerful than Google Docs and more flexible than Airtable or Notion.&quot;</span></h2>"
    },
    {
      "text": "4 ways 50,000+ teams use Coda to supercharge their work days.",
      "html": "<h2 class=\"laM6rw5Q\"> <!-- -->4 ways <span class=\"s9UXuFvP\">50,000+ teams</span> use Coda to supercharge their work days.</h2>"
    },
    {
      "text": "Writeups",
      "html": "<h2 class=\"xDhWpEil\">Writeups</h2>"
    },
    {
      "text": "Hubs",
      "html": "<h2 class=\"xDhWpEil\">Hubs</h2>"
    },
    {
      "text": "Trackers",
      "html": "<h2 class=\"xDhWpEil\">Trackers</h2>"
    },
    {
      "text": "Applications",
      "html": "<h2 class=\"xDhWpEil\">Applications</h2>"
    },
    {
      "text": "Want to see more?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to see more?</span></h2>"
    },
    {
      "text": "Take the busywork out of your work with Coda AI.",
      "html": "<h2 class=\"laM6rw5Q\">Take the busywork out of your work with Coda AI.</h2>"
    },
    {
      "text": "Create workflows across your must-have tools.",
      "html": "<h2 class=\"laM6rw5Q\">Create workflows across your must-have tools.</h2>"
    },
    {
      "text": "And getting started is easy.",
      "html": "<h2 class=\"laM6rw5Q\">And getting started is easy.</h2>"
    },
    {
      "text": "For product teams",
      "html": "<h2 class=\"xDhWpEil\">For product teams</h2>"
    },
    {
      "text": "Want to know more about running your product team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">product team on Coda?</span></span></h2>"
    },
    {
      "text": "For sales teams",
      "html": "<h2 class=\"xDhWpEil\">For sales teams</h2>"
    },
    {
      "text": "Want to know more about running your sales team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <span class=\"s9UXuFvP\">sales team on Coda?</span></span></h2>"
    },
    {
      "text": "For engineering teams",
      "html": "<h2 class=\"xDhWpEil\">For engineering teams</h2>"
    },
    {
      "text": "Want to know more about running your engineering team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">engineering team on Coda?</span></span></h2>"
    },
    {
      "text": "For design teams",
      "html": "<h2 class=\"xDhWpEil\">For design teams</h2>"
    },
    {
      "text": "Want to know more about running your design team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">design team on Coda?</span></span></h2>"
    },
    {
      "text": "For marketing teams",
      "html": "<h2 class=\"xDhWpEil\">For marketing teams</h2>"
    },
    {
      "text": "Want to know more about running your marketing team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">marketing team on Coda?</span></span></h2>"
    },
    {
      "text": "For HR teams",
      "html": "<h2 class=\"xDhWpEil\">For HR teams</h2>"
    },
    {
      "text": "Want to know more about running yourHR team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your<br><span class=\"s9UXuFvP\">HR team</span> on Coda?</span></h2>"
    },
    {
      "text": "Collaboration costs (much) less in Coda.",
      "html": "<h2 class=\"laM6rw5Q\">Collaboration costs (much) less in Coda.</h2>"
    },
    {
      "text": "Privacy Preference Center",
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Coda: Your all-in-one collaborative workspace.?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Coda: Your all-in-one collaborative workspace. work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Coda: Your all-in-one collaborative workspace.?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Coda: Your all-in-one collaborative workspace. free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Coda: Your all-in-one collaborative workspace. compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Coda: Your all-in-one collaborative workspace.?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Coda: Your all-in-one collaborative workspace. work?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Coda: Your all-in-one collaborative workspace. 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": 25245
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 25245
          }
        ]
      },
      "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, 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": "\"It’s more powerful than Google Docs and more flexible than Airtable or Notion.\"",
      "html": "<h2 class=\"xDhWpEil\"><span>&quot;It&#x2019;s more powerful than Google Docs and more flexible than Airtable or Notion.&quot;</span></h2>"
    },
    {
      "text": "4 ways 50,000+ teams use Coda to supercharge their work days.",
      "html": "<h2 class=\"laM6rw5Q\"> <!-- -->4 ways <span class=\"s9UXuFvP\">50,000+ teams</span> use Coda to supercharge their work days.</h2>"
    },
    {
      "text": "Writeups",
      "html": "<h2 class=\"xDhWpEil\">Writeups</h2>"
    },
    {
      "text": "Hubs",
      "html": "<h2 class=\"xDhWpEil\">Hubs</h2>"
    },
    {
      "text": "Trackers",
      "html": "<h2 class=\"xDhWpEil\">Trackers</h2>"
    },
    {
      "text": "Applications",
      "html": "<h2 class=\"xDhWpEil\">Applications</h2>"
    },
    {
      "text": "Want to see more?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to see more?</span></h2>"
    },
    {
      "text": "Take the busywork out of your work with Coda AI.",
      "html": "<h2 class=\"laM6rw5Q\">Take the busywork out of your work with Coda AI.</h2>"
    },
    {
      "text": "Create workflows across your must-have tools.",
      "html": "<h2 class=\"laM6rw5Q\">Create workflows across your must-have tools.</h2>"
    },
    {
      "text": "And getting started is easy.",
      "html": "<h2 class=\"laM6rw5Q\">And getting started is easy.</h2>"
    },
    {
      "text": "For product teams",
      "html": "<h2 class=\"xDhWpEil\">For product teams</h2>"
    },
    {
      "text": "Want to know more about running your product team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">product team on Coda?</span></span></h2>"
    },
    {
      "text": "For sales teams",
      "html": "<h2 class=\"xDhWpEil\">For sales teams</h2>"
    },
    {
      "text": "Want to know more about running your sales team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <span class=\"s9UXuFvP\">sales team on Coda?</span></span></h2>"
    },
    {
      "text": "For engineering teams",
      "html": "<h2 class=\"xDhWpEil\">For engineering teams</h2>"
    },
    {
      "text": "Want to know more about running your engineering team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">engineering team on Coda?</span></span></h2>"
    },
    {
      "text": "For design teams",
      "html": "<h2 class=\"xDhWpEil\">For design teams</h2>"
    },
    {
      "text": "Want to know more about running your design team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">design team on Coda?</span></span></h2>"
    },
    {
      "text": "For marketing teams",
      "html": "<h2 class=\"xDhWpEil\">For marketing teams</h2>"
    },
    {
      "text": "Want to know more about running your marketing team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your <br><span class=\"s9UXuFvP\">marketing team on Coda?</span></span></h2>"
    },
    {
      "text": "For HR teams",
      "html": "<h2 class=\"xDhWpEil\">For HR teams</h2>"
    },
    {
      "text": "Want to know more about running yourHR team on Coda?",
      "html": "<h2 class=\"xDhWpEil\"><span>Want to know more about running your<br><span class=\"s9UXuFvP\">HR team</span> on Coda?</span></h2>"
    },
    {
      "text": "Collaboration costs (much) less in Coda.",
      "html": "<h2 class=\"laM6rw5Q\">Collaboration costs (much) less in Coda.</h2>"
    },
    {
      "text": "Privacy Preference Center",
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Coda: Your all-in-one collaborative workspace.?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Coda: Your all-in-one collaborative workspace. work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Coda: Your all-in-one collaborative workspace.?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Coda: Your all-in-one collaborative workspace. free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Coda: Your all-in-one collaborative workspace. compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Coda: Your all-in-one collaborative workspace.?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Coda: Your all-in-one collaborative workspace. work?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Coda: Your all-in-one collaborative workspace. compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "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 Discovery response did not match the expected shape. missing: jwks_uri; endpoint issues: [{"field":"jwks_uri","issue":"Missing URL."}].

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. Validate resource body

    OAuth Discovery response did not match the expected shape. missing: jwks_uri; endpoint issues: [{"field":"jwks_uri","issue":"Missing URL."}].

  2. Probe authorization endpoint with an authorization-code request

    authorization_endpoint did not behave like an operational OAuth authorization endpoint.

  3. Probe token endpoint with advertised grant type

    token_endpoint did not appear to be implemented.

Evidence
{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-authorization-server",
        "statusCode": 200,
        "contentType": "application/json"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth Discovery response did not match the expected shape. missing: jwks_uri; endpoint issues: [{\"field\":\"jwks_uri\",\"issue\":\"Missing URL.\"}].",
        "compatibleContentType": true,
        "missing": [
          "jwks_uri"
        ],
        "endpointIssues": [
          {
            "field": "jwks_uri",
            "issue": "Missing URL."
          }
        ],
        "issuer": "https://coda.io",
        "authorizationEndpoint": "https://coda.io/v4/api/oauth2/authorize",
        "tokenEndpoint": "https://coda.io/v4/api/oauth2/token",
        "responseTypesSupported": [
          "code"
        ],
        "grantTypesSupported": [
          "authorization_code"
        ],
        "idTokenSigningAlgValuesSupported": [],
        "rawExcerpt": "{\"issuer\":\"https://coda.io\",\"authorization_endpoint\":\"https://coda.io/v4/api/oauth2/authorize\",\"token_endpoint\":\"https://coda.io/v4/api/oauth2/token\",\"registration_endpoint\":\"https://coda.io/v4/api/oauth2/register\",\"response_types_supported\":[\"code\"],\"grant_types_supported\":[\"authorization_code\"],\"code_challenge_methods_supported\":[\"S256\"],\"scopes_supported\":[\"mcp:all\"],\"token_endpoint_auth_methods_supported\":[\"client_secret_post\"]}"
      },
      "issue": "OAuth Discovery response did not match the expected shape. missing: jwks_uri; endpoint issues: [{\"field\":\"jwks_uri\",\"issue\":\"Missing URL.\"}].",
      "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."
    },
    {
      "id": "authorization-endpoint",
      "title": "Probe authorization endpoint with an authorization-code request",
      "status": "fail",
      "evidence": {
        "url": "https://coda.io/v4/api/oauth2/authorize?response_type=code&client_id=can-agent-use-scanner&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Foauth%2Fcallback&scope=openid&state=can-agent-use-probe",
        "method": "GET",
        "statusCode": 404,
        "location": null,
        "contentType": "text/html;charset=utf-8",
        "excerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, user-scalable=no\">\n    <title>Something went wrong.</title>\n</head>\n<body style=\"margin:0; font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-se"
      },
      "issue": "authorization_endpoint did not behave like an operational OAuth authorization endpoint.",
      "howToFix": "Implement an authorization endpoint that can process syntactically valid authorization requests, or remove it from discovery metadata until it exists."
    },
    {
      "id": "authorization-redirect-safety",
      "title": "Reject unregistered authorization redirects",
      "status": "pass",
      "evidence": {
        "url": "https://coda.io/v4/api/oauth2/authorize?response_type=code&client_id=can-agent-use-unknown-client&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Fattacker-callback&scope=openid&state=can-agent-use-redirect-safety",
        "method": "GET",
        "statusCode": 404,
        "location": null,
        "redirectedToUntrusted": false,
        "contentType": "text/html;charset=utf-8",
        "excerpt": "<!DOCTYPE html>\n<html lang=\"en\">\n<head>\n    <meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1, user-scalable=no\">\n    <title>Something went wrong.</title>\n</head>\n<body style=\"margin:0; font-family:-apple-system,BlinkMacSystemFont,'Segoe UI',Roboto,sans-se"
      },
      "howToFix": "Validate client_id and registered redirect_uri values before redirecting. Return a direct OAuth error for invalid clients or redirect URIs."
    },
    {
      "id": "token-endpoint",
      "title": "Probe token endpoint with advertised grant type",
      "status": "fail",
      "evidence": {
        "url": "https://coda.io/v4/api/oauth2/token",
        "method": "POST",
        "grantType": "authorization_code",
        "statusCode": 404,
        "oauthError": "Not Found",
        "contentType": "application/json",
        "excerpt": "{\"timestamp\":1780638183573,\"status\":404,\"error\":\"Not Found\",\"message\":\"Invalid client\"}"
      },
      "issue": "token_endpoint did not appear to be implemented.",
      "howToFix": "Support every advertised grant type enough to return a protocol-appropriate response, or stop advertising unsupported grants."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": true
}

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": "<html lang=\"en-US\"><head><meta charSet=\"UTF-8\"/><title>Coda | Page not found - Coda</title><link rel=\"icon\" type=\"image/png\" sizes=\"32x32\" href=\"https://cdn.coda.io/icons/png/color/coda-32.png\"/><link rel=\"icon\" type=\"image/png\" sizes=\"192x192\" href=\"https://cdn.coda.io/icons/png/color/coda-192.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"120x120\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-120.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"152x152\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-152.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"167x167\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-167.png\"/><link rel=\"apple-touch-icon\" type=\"image/png\" sizes=\"180x180\" href=\"https://cdn.coda.io/icons/png/color/coda-apple-180.png\""
      },
      "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://coda.io"
      },
      "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://coda.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://coda.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://coda.io/.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": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

Background and foreground colors do not have a sufficient contrast ratio.

100 Fail

Check name

Background and foreground colors do not have a sufficient contrast ratio.

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.10/color-contrast).

Evidence
{
  "description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.10/color-contrast)."
}

SEOSEOBrowser audit

Links are not crawlable

100 Fail

Check name

Links are not crawlable

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)

Evidence
{
  "description": "Search engines may use `href` attributes on links to crawl websites. Ensure that the `href` attribute of anchor elements links to an appropriate destination, so more pages of the site can be discovered. [Learn how to make links crawlable](https://support.google.com/webmasters/answer/9112205)"
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

20 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

40.9 s

Fix guidance

Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).

Evidence
{
  "displayValue": "40.9 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 40916.9999999999
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

16 Fail

Check name

Loading performance

Score

18/100

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": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 0,
      "displayValue": "4.7 s",
      "numericValue": 4657.1682
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 1,
      "displayValue": "7.7 s",
      "numericValue": 7737.488900000001
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 0,
      "displayValue": "15.7 s",
      "numericValue": 15694.401051596367
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "70,380 ms",
      "numericValue": 70382.88160000002
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 0,
      "displayValue": "7,910 ms",
      "numericValue": 7909
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 20 ms",
      "numericValue": 21.406
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 0,
      "displayValue": "89.7 s",
      "numericValue": 89724.09980000003
    },
    {
      "id": "uses-rel-preconnect",
      "title": "Preconnect to required origins",
      "score": 0,
      "displayValue": "Est savings of 330 ms",
      "numericValue": 333.80920000000003
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "230 ms",
      "numericValue": 229.436
    },
    {
      "id": "third-party-summary",
      "title": "Reduce the impact of third-party code",
      "score": 0,
      "displayValue": "Third-party code blocked the main thread for 19,730 ms"
    },
    {
      "id": "largest-contentful-paint-element",
      "title": "Largest Contentful Paint element",
      "score": 0,
      "displayValue": "7,740 ms"
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

10 Fail

Check name

Image optimization

Score

50/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.

Evidence
{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with correct aspect ratio",
      "score": 100
    },
    {
      "id": "uses-responsive-images",
      "title": "Properly size images",
      "score": 0,
      "displayValue": "Est savings of 47 KiB",
      "numericValue": 150
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Ensure text remains visible during webfont load

10 Warning

Check name

Ensure text remains visible during webfont load

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Leverage the `font-display` CSS feature to ensure text is user-visible while webfonts are loading. [Learn more about `font-display`](https://developer.chrome.com/docs/lighthouse/performance/font-display/).

Evidence
{
  "description": "Leverage the `font-display` CSS feature to ensure text is user-visible while webfonts are loading. [Learn more about `font-display`](https://developer.chrome.com/docs/lighthouse/performance/font-display/)."
}

Performance and AccessibilityPerformanceBrowser audit

Image elements do not have explicit `width` and `height`

10 Warning

Check name

Image elements do not have explicit `width` and `height`

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)

Evidence
{
  "description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}

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
41/100Level 2, Agent-LimitedCurrent report
Report ID 7db8d4be-5bc3-4e5e-af68-094294692c2e. Scanned Jun 5, 2026, 11:13 AM.
coda.io AI SEO Report: 41/100 (Level 2, Agent-Limited)