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58/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability45%Agent Easeof Use6%Security& Trust40%GEO, AIO, AEO80%SEO100%Performance& Accessibility80%
  • AI Discoverability 45 out of 100
  • Agent Ease of Use 6 out of 100
  • Security & Trust 40 out of 100
  • GEO, AIO and AEO 80 out of 100
  • SEO 100 out of 100
  • Performance and Accessibility 80 out of 100

CAPTURED SCREENSHOT

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What AI sees of your website

Grain | The AI Notetaker Built for Growing Teams favicon

Grain | The AI Notetaker Built for Growing Teams

Grain gives you accurate meeting summaries, account insights, and coaching suggestions in an easy-to-use product built for growing teams.

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
45
Priority fix8141View details
Discoverability
86
Mostly ready630View details
Content Readiness
38
Priority fix271View details
Bot Access Control
0
Priority fix040View details
Agent Ease of Use
6
Priority fix11263View details
API
0
Priority fix060View details
Auth
Not Applicable
Not Applicable740View details
MCP
13
Priority fix062View details
Skill Discovery
5
Priority fix0101View details
Agent Commerce
Not Applicable
Not Applicable400
GEO, AIO and AEO
80
Mostly ready8012
GEO Readiness
89
Mostly ready303
AIO Readiness
83
Mostly ready304
AEO Readiness
69
Needs work205
SEO
100
Strong1100
SEO
100
Strong1100
Security & Trust
40
Priority fix630View details
Security & Trust
40
Priority fix230View details
AI Training Exposure
Not Applicable
Not Applicable400
Performance and Accessibility
80
Mostly ready2050View details
Performance
72
Needs work1150View details
Accessibility
96
Strong900

Prioritized recommendations

Issues ranked by score impact

42 items need attention

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

100 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": []
      },
      "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."
    }
  ]
}

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

    API Catalog response did not match the expected shape. Content-Type "application/json; charset=utf-8" is not application/linkset+json; missing linkset array; no useful relations found (e.g. service-desc, mcp, agent-card).

  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": "application/json; 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,
        "issue": "API Catalog response did not match the expected shape. Content-Type \"application/json; charset=utf-8\" is not application/linkset+json; missing linkset array; no useful relations found (e.g. service-desc, mcp, agent-card).",
        "compatibleContentType": false,
        "linksetItems": 0,
        "relations": [],
        "usefulRelations": [],
        "legacyRelations": [],
        "hrefIssues": [],
        "targetUrlIssues": [],
        "links": [],
        "parsedSummary": {
          "error": "not_found"
        },
        "rawExcerpt": "{\"error\":\"not_found\"}"
      },
      "issue": "API Catalog response did not match the expected shape. Content-Type \"application/json; charset=utf-8\" is not application/linkset+json; missing linkset array; no useful relations found (e.g. service-desc, mcp, agent-card).",
      "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": "<!DOCTYPE html><!-- Last Published: Thu Jun 04 2026 18:23:18 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"webflow.grain.co\" data-wf-page=\"6553adca89bb880f701714eb\" data-wf-site=\"5f5e90c17e7c9eb95c7acb17\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Page Not Found | Grain</title><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" name=\"description\"/><meta content=\"Page Not Found | Grain\" property=\"og:title\"/><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" property=\"og:description\"/><meta content=\"Page Not Found | Grain\" "
          },
          {
            "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": "<!DOCTYPE html><!-- Last Published: Thu Jun 04 2026 18:23:18 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"webflow.grain.co\" data-wf-page=\"6553adca89bb880f701714eb\" data-wf-site=\"5f5e90c17e7c9eb95c7acb17\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Page Not Found | Grain</title><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" name=\"description\"/><meta content=\"Page Not Found | Grain\" property=\"og:title\"/><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" property=\"og:description\"/><meta content=\"Page Not Found | Grain\" "
          },
          {
            "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": "<!DOCTYPE html><!-- Last Published: Thu Jun 04 2026 18:23:18 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"webflow.grain.co\" data-wf-page=\"6553adca89bb880f701714eb\" data-wf-site=\"5f5e90c17e7c9eb95c7acb17\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Page Not Found | Grain</title><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" name=\"description\"/><meta content=\"Page Not Found | Grain\" property=\"og:title\"/><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" property=\"og:description\"/><meta content=\"Page Not Found | Grain\" "
          },
          {
            "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": "<!DOCTYPE html><!-- Last Published: Thu Jun 04 2026 18:23:18 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"webflow.grain.co\" data-wf-page=\"6553adca89bb880f701714eb\" data-wf-site=\"5f5e90c17e7c9eb95c7acb17\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Page Not Found | Grain</title><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" name=\"description\"/><meta content=\"Page Not Found | Grain\" property=\"og:title\"/><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" property=\"og:description\"/><meta content=\"Page Not Found | Grain\" "
          },
          {
            "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": "<!DOCTYPE html><!-- Last Published: Thu Jun 04 2026 18:23:18 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"webflow.grain.co\" data-wf-page=\"6553adca89bb880f701714eb\" data-wf-site=\"5f5e90c17e7c9eb95c7acb17\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Page Not Found | Grain</title><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" name=\"description\"/><meta content=\"Page Not Found | Grain\" property=\"og:title\"/><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" property=\"og:description\"/><meta content=\"Page Not Found | Grain\" "
          },
          {
            "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": "<!DOCTYPE html><!-- Last Published: Thu Jun 04 2026 18:23:18 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"webflow.grain.co\" data-wf-page=\"6553adca89bb880f701714eb\" data-wf-site=\"5f5e90c17e7c9eb95c7acb17\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Page Not Found | Grain</title><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" name=\"description\"/><meta content=\"Page Not Found | Grain\" property=\"og:title\"/><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" property=\"og:description\"/><meta content=\"Page Not Found | Grain\" "
          },
          {
            "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": "<!DOCTYPE html><!-- Last Published: Thu Jun 04 2026 18:23:18 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"webflow.grain.co\" data-wf-page=\"6553adca89bb880f701714eb\" data-wf-site=\"5f5e90c17e7c9eb95c7acb17\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Page Not Found | Grain</title><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" name=\"description\"/><meta content=\"Page Not Found | Grain\" property=\"og:title\"/><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" property=\"og:description\"/><meta content=\"Page Not Found | Grain\" "
          }
        ]
      },
      "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
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

33 Fail

Needs attention

Content-Security-Policy

Failed check
01

Issue

Content-Security-Policy is missing or incomplete.

02

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

Evidence
{
  "header": "content-security-policy",
  "value": "frame-ancestors 'self'"
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

33 Fail

Needs attention

Referrer-Policy

Failed check
01

Issue

Referrer-Policy is missing or incomplete.

02

Why it matters

Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence
{
  "header": "referrer-policy",
  "value": null
}

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": "application/json; charset=utf-8",
            "length": 21
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

X-Content-Type-Options is missing or incomplete.

33 Fail

Needs attention

X-Content-Type-Options

Failed check
01

Issue

X-Content-Type-Options is missing or incomplete.

02

Why it matters

X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

X-Content-Type-Options is missing or incomplete.

Evidence
{
  "header": "x-content-type-options",
  "value": null
}

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": 48675
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 48675
          }
        ]
      },
      "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 "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": "accept-encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"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": 21641,
        "excerpt": "<!DOCTYPE html><!-- Last Published: Thu Jun 04 2026 18:23:18 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"webflow.grain.co\" data-wf-page=\"6553adca89bb880f7017147f\" data-wf-site=\"5f5e90c17e7c9eb95c7acb17\" lang=\"en\"><head><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": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          }
        ]
      },
      "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": 48675
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          }
        ]
      },
      "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: invalid h1 (found 2); 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": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": false,
  "headingOrder": true,
  "accessibleLinks": true,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [
      "<input class=\"subscribe--email--filed w-input\" maxlength=\"256\" name=\"email\" data-name=\"Email\" placeholder=\"Enter your email\" type=\"email\" id=\"email\" required>"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 2,
    "headings": 29,
    "links": 96,
    "inaccessibleLinks": 0,
    "buttons": 0,
    "inaccessibleButtons": 0,
    "images": 102,
    "imagesWithAlt": 102,
    "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": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 48675
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 48675
          }
        ]
      },
      "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."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 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": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 48675
          }
        ]
      },
      "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".

20 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": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "application/json; charset=utf-8",
            "length": 21
          }
        ]
      },
      "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".

20 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": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 48675
          }
        ]
      },
      "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".

20 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": "application/json; charset=utf-8",
            "length": 21
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 48675
          }
        ]
      },
      "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 partially implemented.

19 Warning

Needs attention

Content freshness signals

Warning
01

Issue

Content freshness signals are incomplete: 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

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence
{
  "lastModified": "Wed, 10 Jun 2026 00:27:06 GMT",
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check
01

Issue

No DNS-AID entrypoint records were found under _agents.

02

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Resolve DNS-AID SVCB/HTTPS records

    No DNS-AID entrypoint records were found under _agents.

  2. Validate alpn and endpoint parameters

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

  3. Check DNSSEC material

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

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

Agent Ease of 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="email"> is missing a label.
    • <input name="email"> is missing tool-param-description.
    • <input> is missing a name attribute.
    • <input> is missing a label.
    • <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": 1,
        "formsWithTags": 0,
        "totalInteractive": 86,
        "interactiveWithTags": 0,
        "totalCount": 87,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"email\"> is missing a label.",
          "<input name=\"email\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<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": 5,
        "issues": [
          "<input name=\"email\"> is missing a label.",
          "<input name=\"email\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"email\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "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": 1,
        "formsWithTags": 0,
        "totalInteractive": 86,
        "interactiveWithTags": 0,
        "totalCount": 87,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"email\"> is missing a label.",
          "<input name=\"email\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<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": 1,
    "formsWithTags": 0,
    "totalInteractive": 86,
    "interactiveWithTags": 0,
    "totalCount": 87,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"email\"> is missing a label.",
      "<input name=\"email\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<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: Source and trust signals

AIO: Source and trust signals scored 60/100 and needs improvement.

6 Warning

Needs attention

AIO: Source and trust signals

Warning
01

Issue

Missing AIO trust signals: author, 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

60/100

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: Source and trust signals scored 60/100 and needs improvement.

Evidence
{
  "signals": {
    "author": false,
    "publisher": true,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [
    "Grain Intelligence, Inc."
  ],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company",
      "text": "About Us",
      "html": "<a href=\"/company\" class=\"dropdown__link w-inline-block\"><div>About Us</div></a>"
    },
    {
      "href": "https://www.linkedin.com/company/grainhq/",
      "text": "Follow Grain on LinkedIn",
      "html": "<a rel=\"noopener\" href=\"https://www.linkedin.com/company/grainhq/\" target=\"_blank\" class=\"footer__social-link-2 white w-inline-block\"><div class=\"footer__social-icon w-embed\"><svg width=\"100%\" height=\"100%\" viewBox=\"0 0 22 22\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M4.56774 6.59727C5.67544 6.59727 6.57341 5.6993 6.57341 4.5916C6.57341 3.4839 5.67544 2.58594 4.56774 2.58594C3.46004 2.58594 2.56207 3.4839 2.56207 4.5916C2.56207 5.6993 3.46004 6.59727 4.56774 6.59727Z\"/..."
    },
    {
      "href": "/company",
      "text": "About Us",
      "html": "<a data-w-id=\"454831bf-48db-afaf-da92-9b31c37b3c78\" href=\"/company\" class=\"footer--link w-inline-block\"><div class=\"text-size--small\">About Us</div><div class=\"footerlink__underline\"></div></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.grain.com/en/",
      "text": "Help Center",
      "html": "<a href=\"https://support.grain.com/en/\" target=\"_blank\" class=\"dropdown__link w-inline-block\"><div>Help Center</div></a>"
    },
    {
      "href": "/contact",
      "text": "Contact Us",
      "html": "<a href=\"/contact\" class=\"dropdown__link w-inline-block\"><div>Contact Us</div></a>"
    },
    {
      "href": "#",
      "text": "Contact Us",
      "html": "<a id=\"PricingPageWidget\" href=\"#\" class=\"dropdown__link nav w-inline-block\"><div>Contact Us</div></a>"
    },
    {
      "href": "#https://support.grain.com/en/articles/12022918-desktop-capture-ai-notes-for-every-meeting-without-a-bot",
      "text": "Learn more",
      "html": "<a data-optibase-click-conversion-id=\"get_started_free\" href=\"#https://support.grain.com/en/articles/12022918-desktop-capture-ai-notes-for-every-meeting-without-a-bot\" class=\"learn-more-button free non-promotional-44 w-button transparent\">Learn more</a>"
    },
    {
      "href": "mailto:[email protected]?subject=Hello%20Grain%20Team%20(footer)",
      "text": "Contact Us",
      "html": "<a data-w-id=\"454831bf-48db-afaf-da92-9b31c37b3c78\" href=\"mailto:[email protected]?subject=Hello%20Grain%20Team%20(footer)\" class=\"footer--link w-inline-block\"><div class=\"text-size--small\">Contact Us</div><div class=\"footerlink__underline\"></div></a>"
    },
    {
      "href": "https://support.grain.co/en/",
      "text": "Help Center",
      "html": "<a data-w-id=\"454831bf-48db-afaf-da92-9b31c37b3c78\" href=\"https://support.grain.co/en/\" target=\"_blank\" class=\"footer--link w-inline-block\"><div class=\"text-size--small\">Help Center</div><div class=\"footerlink__underline\"></div></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy",
      "text": "Privacy",
      "html": "<a href=\"/privacy\" class=\"footer--link w-inline-block\"><div class=\"text-size--small\">Privacy</div><div class=\"footerlink__underline\"></div></a>"
    }
  ],
  "score": 60,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

5 Warning

Needs attention

AEO: Answer-first sections

Warning
01

Issue

18 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": 8,
  "failing": [
    {
      "heading": "Everything your AI agents and team need from meetings",
      "headingHtml": "<h2 class=\"new--h1 text-align--center\">Everything your AI agents and team need from meetings</h2>",
      "firstParagraph": "Grain is free to use, simple to set up, and cost-effective for your entire company.",
      "paragraphHtml": "<p class=\"paragraph--18px\">Grain is free to use, simple to set up, and cost-effective for your entire company.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Universal capture",
      "headingHtml": "<h3 class=\"title-16px\">Universal capture</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Context for AI",
      "headingHtml": "<h3 class=\"title-16px\">Context for AI</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AI agent integrations",
      "headingHtml": "<h3 class=\"title-16px\">AI agent integrations</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Team collaboration",
      "headingHtml": "<h3 class=\"title-16px\">Team collaboration</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Capture your meetings, on any platform, with or without a bot",
      "headingHtml": "<h2 class=\"new--h1 wrap--980px\">Capture your meetings, on any platform, with or without a bot</h2>",
      "firstParagraph": "Grain transcribes your computer's audio without meeting bots joining your call.",
      "paragraphHtml": "<p class=\"paragraph--14px\">Grain transcribes your computer&apos;s audio without meeting bots joining your call.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Give your agents the full picture behind every meeting",
      "headingHtml": "<h2 class=\"new--h1\">Give your agents the full picture behind every meeting</h2>",
      "firstParagraph": "Transcripts with participant and cross-meeting context. Available in 100+ languages in clean Markdown.",
      "paragraphHtml": "<p class=\"paragraph--14px\">Transcripts with participant and cross-meeting context. Available in 100+ languages in clean Markdown.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Put your meeting data to work in Claude, ChatGPT, or any AI tool",
      "headingHtml": "<h2 class=\"new--h1\">Put your meeting data to work in Claude, ChatGPT, or any AI tool</h2>",
      "firstParagraph": "Bulk download enriched Markdown transcripts or open them directly in Claude or ChatGPT.",
      "paragraphHtml": "<p class=\"paragraph--14px\">Bulk download enriched Markdown transcripts or open them directly in Claude or ChatGPT.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Keep your whole team in sync, automatically",
      "headingHtml": "<h2 class=\"new--h1\">Keep your whole team in sync, automatically</h2>",
      "firstParagraph": "Share clips, projects, and full meeting recordings with teammates and clients so everyone can stay in sync.",
      "paragraphHtml": "<p class=\"paragraph--14px\">Share clips, projects, and full meeting recordings with teammates and clients so everyone can stay in sync.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Grain integrations + AI destinations",
      "headingHtml": "<h2 class=\"new--h1\">Grain integrations + AI destinations</h2>",
      "firstParagraph": "Integrations with Claude, ChatGPT, Slack, HubSpot, Zapier, API and more make it effortless to get your meeting data wherever you need it.",
      "paragraphHtml": "<p class=\"paragraph--20px\">Integrations with Claude, ChatGPT, Slack, HubSpot, Zapier, API and more make it effortless to get your meeting data wherever you need it.</p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Frequently Asked Questions",
      "headingHtml": "<h2 class=\"new--h1\">Frequently Asked Questions</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Who is Grain for?",
      "headingHtml": "<h3 class=\"text-size--medium\">Who is Grain for?</h3>",
      "firstParagraph": "Grain serves any team that relies on meetings, but we specialize in small to mid-market and enterprise sales, customer success, and product teams. These teams benefit most from automated meeting capture, call analysis, team coaching features, and AI-powered deliverables using meeting data that save time and improve...",
      "paragraphHtml": "<p>Grain serves any team that relies on meetings, but we specialize in small to mid-market and enterprise sales, customer success, and product teams. These teams benefit most from automated meeting capture, call analysis, team coaching features, and AI-powered deliverables using meeting data that save time and improve collaboration.</p>",
      "words": 48,
      "direct": false,
      "issue": "First paragraph is 48 words and does not look like a concise direct answer."
    },
    {
      "heading": "How do I use Grain with my team?",
      "headingHtml": "<h3 class=\"text-size--medium\">How do I use Grain with my team?</h3>",
      "firstParagraph": "Send clips, share notes, and deliver feedback to teammates with Grain's built-in Teams feature. Create groups to organize and automatically share specific meeting types with exactly who needs access, streamlining collaboration.",
      "paragraphHtml": "<p>Send clips, share notes, and deliver feedback to teammates with Grain&apos;s built-in Teams feature. Create groups to organize and automatically share specific meeting types with exactly who needs access, streamlining collaboration.</p>",
      "words": 31,
      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
    },
    {
      "heading": "How much time do I save with Grain vs. manual note-taking?",
      "headingHtml": "<h3 class=\"text-size--medium\">How much time do I save with Grain vs. manual note-taking?</h3>",
      "firstParagraph": "On average, users save about 10 minutes per meeting by eliminating manual note-taking and follow-ups. Over a month, that's 20+ hours per team member that can be reinvested in coaching, strategy, or revenue-driving activities instead.",
      "paragraphHtml": "<p>On average, users save about 10 minutes per meeting by eliminating manual note-taking and follow-ups. Over a month, that&apos;s 20+ hours per team member that can be reinvested in coaching, strategy, or revenue-driving activities instead.</p>",
      "words": 35,
      "direct": false,
      "issue": "First paragraph is 35 words and does not look like a concise direct answer."
    },
    {
      "heading": "Does Grain share my data with AI providers?",
      "headingHtml": "<h3 class=\"text-size--medium\">Does Grain share my data with AI providers?</h3>",
      "firstParagraph": "Grain uses AI models to provide its services. Neither Grain nor its subprocessors use your data for model training. See a list of our subprocessors here: https://grain.com/grain-subprocessors.",
      "paragraphHtml": "<p>Grain uses AI models to provide its services. Neither Grain nor its subprocessors use your data for model training. See a list of our subprocessors here: <a href=\"https://grain.com/grain-subprocessors\">https://grain.com/grain-subprocessors</a>.</p>",
      "words": 30,
      "direct": false,
      "issue": "First paragraph is 30 words and does not look like a concise direct answer."
    },
    {
      "heading": "How do CRM integrations work?",
      "headingHtml": "<h3 class=\"text-size--medium\">How do CRM integrations work?</h3>",
      "firstParagraph": "Grain integrates with Salesforce, HubSpot, Pipedrive, and other leading CRMs to automatically sync meeting summaries, transcripts, and insights to deal records. See how each integration works at https://grain.com/integrations.",
      "paragraphHtml": "<p>Grain integrates with Salesforce, HubSpot, Pipedrive, and other leading CRMs to automatically sync meeting summaries, transcripts, and insights to deal records. See how each integration works at <a href=\"https://grain.com/integrations\">https://grain.com/integrations</a>.</p>",
      "words": 31,
      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
    },
    {
      "heading": "Why should we transcribe our meetings?",
      "headingHtml": "<h3 class=\"text-size--medium\">Why should we transcribe our meetings?</h3>",
      "firstParagraph": "Transcripts create a searchable record of work completed in meetings, which AI then converts into actionable summaries. Without transcripts, meeting outcomes remain invisible to the organization, creating inefficiencies in follow-up and institutional knowledge sharing.",
      "paragraphHtml": "<p>Transcripts create a searchable record of work completed in meetings, which AI then converts into actionable summaries. Without transcripts, meeting outcomes remain invisible to the organization, creating inefficiencies in follow-up and institutional knowledge sharing.</p>",
      "words": 34,
      "direct": false,
      "issue": "First paragraph is 34 words and does not look like a concise direct answer."
    },
    {
      "heading": "Try Grain today. It’s free forever.",
      "headingHtml": "<h3>Try Grain today. It&#x2019;s free forever.</h3>",
      "firstParagraph": "Get monthly email updates about the improvements and roadmaps we might change",
      "paragraphHtml": "<p class=\"paragraph--16px grey\">Get monthly email updates about the improvements and roadmaps we might change</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

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

4 Warning

Needs attention

AEO: Question-led structure

Warning
01

Issue

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

02

Why it matters

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

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "h2Count": 7,
  "questionH2s": [],
  "hasFaq": true,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

AEO: Answer evidence and trust scored 60/100 and needs improvement.

4 Warning

Needs attention

AEO: Answer evidence and trust

Warning
01

Issue

Missing AIO trust signals: author, 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

60/100

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 evidence and trust scored 60/100 and needs improvement.

Evidence
{
  "signals": {
    "author": false,
    "publisher": true,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [
    "Grain Intelligence, Inc."
  ],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/company",
      "text": "About Us",
      "html": "<a href=\"/company\" class=\"dropdown__link w-inline-block\"><div>About Us</div></a>"
    },
    {
      "href": "https://www.linkedin.com/company/grainhq/",
      "text": "Follow Grain on LinkedIn",
      "html": "<a rel=\"noopener\" href=\"https://www.linkedin.com/company/grainhq/\" target=\"_blank\" class=\"footer__social-link-2 white w-inline-block\"><div class=\"footer__social-icon w-embed\"><svg width=\"100%\" height=\"100%\" viewBox=\"0 0 22 22\" fill=\"currentColor\" xmlns=\"http://www.w3.org/2000/svg\"> <path d=\"M4.56774 6.59727C5.67544 6.59727 6.57341 5.6993 6.57341 4.5916C6.57341 3.4839 5.67544 2.58594 4.56774 2.58594C3.46004 2.58594 2.56207 3.4839 2.56207 4.5916C2.56207 5.6993 3.46004 6.59727 4.56774 6.59727Z\"/..."
    },
    {
      "href": "/company",
      "text": "About Us",
      "html": "<a data-w-id=\"454831bf-48db-afaf-da92-9b31c37b3c78\" href=\"/company\" class=\"footer--link w-inline-block\"><div class=\"text-size--small\">About Us</div><div class=\"footerlink__underline\"></div></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://support.grain.com/en/",
      "text": "Help Center",
      "html": "<a href=\"https://support.grain.com/en/\" target=\"_blank\" class=\"dropdown__link w-inline-block\"><div>Help Center</div></a>"
    },
    {
      "href": "/contact",
      "text": "Contact Us",
      "html": "<a href=\"/contact\" class=\"dropdown__link w-inline-block\"><div>Contact Us</div></a>"
    },
    {
      "href": "#",
      "text": "Contact Us",
      "html": "<a id=\"PricingPageWidget\" href=\"#\" class=\"dropdown__link nav w-inline-block\"><div>Contact Us</div></a>"
    },
    {
      "href": "#https://support.grain.com/en/articles/12022918-desktop-capture-ai-notes-for-every-meeting-without-a-bot",
      "text": "Learn more",
      "html": "<a data-optibase-click-conversion-id=\"get_started_free\" href=\"#https://support.grain.com/en/articles/12022918-desktop-capture-ai-notes-for-every-meeting-without-a-bot\" class=\"learn-more-button free non-promotional-44 w-button transparent\">Learn more</a>"
    },
    {
      "href": "mailto:[email protected]?subject=Hello%20Grain%20Team%20(footer)",
      "text": "Contact Us",
      "html": "<a data-w-id=\"454831bf-48db-afaf-da92-9b31c37b3c78\" href=\"mailto:[email protected]?subject=Hello%20Grain%20Team%20(footer)\" class=\"footer--link w-inline-block\"><div class=\"text-size--small\">Contact Us</div><div class=\"footerlink__underline\"></div></a>"
    },
    {
      "href": "https://support.grain.co/en/",
      "text": "Help Center",
      "html": "<a data-w-id=\"454831bf-48db-afaf-da92-9b31c37b3c78\" href=\"https://support.grain.co/en/\" target=\"_blank\" class=\"footer--link w-inline-block\"><div class=\"text-size--small\">Help Center</div><div class=\"footerlink__underline\"></div></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy",
      "text": "Privacy",
      "html": "<a href=\"/privacy\" class=\"footer--link w-inline-block\"><div class=\"text-size--small\">Privacy</div><div class=\"footerlink__underline\"></div></a>"
    }
  ],
  "score": 60,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

4 Warning

Needs attention

GEO: Explanatory content depth

Warning
01

Issue

7 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": 7,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 29,
      "heading": "H3: What is Grain?",
      "text": "Grain is an AI notetaker and conversation intelligence platform that records video calls, Slack huddles, and in-person meetings to provide accurate summaries, insights, and coaching feedback. Unlike other notetaking tools, Grain captures all meeting content: video, desktop captured audio, and resulting transcripts and notes. We make it easy to share meaningful data with your clients and collaborators, and to trans...",
      "words": 71,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (71 words; target 80-220)."
      ],
      "html": "<p>Grain is an AI notetaker and conversation intelligence platform that records video calls, Slack huddles, and in-person meetings to provide accurate summaries, insights, and coaching feedback. Unlike other notetaking tools, Grain captures all meeting content: video, desktop captured audio, and resulting transcripts and notes. We make it easy to share meaningful data with your clients and collaborators, and to transform your meeting data into actionable insights and deliverables using AI tec..."
    },
    {
      "index": 30,
      "heading": "H3: Who is Grain for?",
      "text": "Grain serves any team that relies on meetings, but we specialize in small to mid-market and enterprise sales, customer success, and product teams. These teams benefit most from automated meeting capture, call analysis, team coaching features, and AI-powered deliverables using meeting data that save time and improve collaboration.",
      "words": 48,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (48 words; target 80-220)."
      ],
      "html": "<p>Grain serves any team that relies on meetings, but we specialize in small to mid-market and enterprise sales, customer success, and product teams. These teams benefit most from automated meeting capture, call analysis, team coaching features, and AI-powered deliverables using meeting data that save time and improve collaboration.</p>"
    },
    {
      "index": 34,
      "heading": "H3: What's included in the free plan?",
      "text": "The free plan includes unlimited recordings, transcripts, basic AI notes, a collaborative workspace, and desktop capture. You can use Grain for free forever, with a 45-minute meeting limit and 90-day meeting history. Upgrade for advanced AI features, conversational intelligence, priority support, unlimited meeting length, and unlimited meeting history.",
      "words": 48,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (48 words; target 80-220)."
      ],
      "html": "<p>The free plan includes unlimited recordings, transcripts, basic AI notes, a collaborative workspace, and desktop capture. You can use Grain for free forever, with a 45-minute meeting limit and 90-day meeting history. Upgrade for advanced AI features, conversational intelligence, priority support, unlimited meeting length, and unlimited meeting history.</p>"
    },
    {
      "index": 36,
      "heading": "H3: Is Grain secure and compliant?",
      "text": "Yes. Grain holds SOC 2 Type II. All data is hosted on AWS infrastructure in the USA within a dedicated virtual private cloud (VPC). Grain conducts annual penetration testing by third-party firms (Prescient Security) and maintains an A+ Qualys/SSL Labs rating. User authentication uses Google, Microsoft, or SSO, with SAML for enterprise clients coming soon. For more details, see https://grain.com/security.",
      "words": 64,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (64 words; target 80-220)."
      ],
      "html": "<p>Yes. Grain holds SOC 2 Type II. All data is hosted on AWS infrastructure in the USA within a dedicated virtual private cloud (VPC). Grain conducts annual penetration testing by third-party firms (Prescient Security) and maintains an A+ Qualys/SSL Labs rating. User authentication uses Google, Microsoft, or SSO, with SAML for enterprise clients coming soon. For more details, see <a href=\"https://grain.com/security\">https://grain.com/security</a>.</p>"
    },
    {
      "index": 37,
      "heading": "H3: Do I need permission to record meetings with Grain?",
      "text": "In most regions you are required to inform participants that a meeting is being recorded, and in some jurisdictions you must obtain explicit consent from all parties. Grain helps by clearly indicating when a bot is present or recording, but you remain responsible for complying with local recording and privacy laws.",
      "words": 51,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (51 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p>In most regions you are required to inform participants that a meeting is being recorded, and in some jurisdictions you must obtain explicit consent from all parties. Grain helps by clearly indicating when a bot is present or recording, but you remain responsible for complying with local recording and privacy laws.</p>"
    },
    {
      "index": 40,
      "heading": "H3: Can I delete my meetings and data from Grain?",
      "text": "Yes. You can delete individual meetings, entire sets of recordings, or your workspace data from within Grain. When you delete content, it is removed from your workspace and associated sharing targets, and Grain enforces backend deletion according to its data retention and security policies.",
      "words": 44,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (44 words; target 80-220)."
      ],
      "html": "<p>Yes. You can delete individual meetings, entire sets of recordings, or your workspace data from within Grain. When you delete content, it is removed from your workspace and associated sharing targets, and Grain enforces backend deletion according to its data retention and security policies.</p>"
    },
    {
      "index": 44,
      "heading": "H3: What languages does Grain support?",
      "text": "Grain supports over 130 languages for meeting transcription and AI notes. Common languages like English, Spanish, French, German, Italian, Portuguese, and Japanese deliver the highest accuracy with speaker recognition and punctuation. Over 100 additional languages including Arabic, Hebrew, and Thai are also supported.",
      "words": 43,
      "hasEvidence": true,
      "reasons": [
        "Too short for a citation-ready passage (43 words; target 80-220)."
      ],
      "html": "<p>Grain supports over 130 languages for meeting transcription and AI notes. Common languages like English, Spanish, French, German, Italian, Portuguese, and Japanese deliver the highest accuracy with speaker recognition and punctuation. Over 100 additional languages including Arabic, Hebrew, and Thai are also supported. </p>"
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

3 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.

Details

02

Why it matters

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

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 7,
  "schemaBlocks": 3,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process"
  ],
  "score": 85,
  "weight": 24
}

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

18 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
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  "sectionCount": 26,
  "passing": 8,
  "failing": [
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      "paragraphHtml": "<p class=\"paragraph--18px\">Grain is free to use, simple to set up, and cost-effective for your entire company.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Universal capture",
      "headingHtml": "<h3 class=\"title-16px\">Universal capture</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Context for AI",
      "headingHtml": "<h3 class=\"title-16px\">Context for AI</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "AI agent integrations",
      "headingHtml": "<h3 class=\"title-16px\">AI agent integrations</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
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      "heading": "Team collaboration",
      "headingHtml": "<h3 class=\"title-16px\">Team collaboration</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
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    {
      "heading": "Capture your meetings, on any platform, with or without a bot",
      "headingHtml": "<h2 class=\"new--h1 wrap--980px\">Capture your meetings, on any platform, with or without a bot</h2>",
      "firstParagraph": "Grain transcribes your computer's audio without meeting bots joining your call.",
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      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Give your agents the full picture behind every meeting",
      "headingHtml": "<h2 class=\"new--h1\">Give your agents the full picture behind every meeting</h2>",
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      "paragraphHtml": "<p class=\"paragraph--14px\">Transcripts with participant and cross-meeting context. Available in 100+ languages in clean Markdown.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Put your meeting data to work in Claude, ChatGPT, or any AI tool",
      "headingHtml": "<h2 class=\"new--h1\">Put your meeting data to work in Claude, ChatGPT, or any AI tool</h2>",
      "firstParagraph": "Bulk download enriched Markdown transcripts or open them directly in Claude or ChatGPT.",
      "paragraphHtml": "<p class=\"paragraph--14px\">Bulk download enriched Markdown transcripts or open them directly in Claude or ChatGPT.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Keep your whole team in sync, automatically",
      "headingHtml": "<h2 class=\"new--h1\">Keep your whole team in sync, automatically</h2>",
      "firstParagraph": "Share clips, projects, and full meeting recordings with teammates and clients so everyone can stay in sync.",
      "paragraphHtml": "<p class=\"paragraph--14px\">Share clips, projects, and full meeting recordings with teammates and clients so everyone can stay in sync.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Grain integrations + AI destinations",
      "headingHtml": "<h2 class=\"new--h1\">Grain integrations + AI destinations</h2>",
      "firstParagraph": "Integrations with Claude, ChatGPT, Slack, HubSpot, Zapier, API and more make it effortless to get your meeting data wherever you need it.",
      "paragraphHtml": "<p class=\"paragraph--20px\">Integrations with Claude, ChatGPT, Slack, HubSpot, Zapier, API and more make it effortless to get your meeting data wherever you need it.</p>",
      "words": 22,
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      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Frequently Asked Questions",
      "headingHtml": "<h2 class=\"new--h1\">Frequently Asked Questions</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Who is Grain for?",
      "headingHtml": "<h3 class=\"text-size--medium\">Who is Grain for?</h3>",
      "firstParagraph": "Grain serves any team that relies on meetings, but we specialize in small to mid-market and enterprise sales, customer success, and product teams. These teams benefit most from automated meeting capture, call analysis, team coaching features, and AI-powered deliverables using meeting data that save time and improve...",
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      "words": 48,
      "direct": false,
      "issue": "First paragraph is 48 words and does not look like a concise direct answer."
    },
    {
      "heading": "How do I use Grain with my team?",
      "headingHtml": "<h3 class=\"text-size--medium\">How do I use Grain with my team?</h3>",
      "firstParagraph": "Send clips, share notes, and deliver feedback to teammates with Grain's built-in Teams feature. Create groups to organize and automatically share specific meeting types with exactly who needs access, streamlining collaboration.",
      "paragraphHtml": "<p>Send clips, share notes, and deliver feedback to teammates with Grain&apos;s built-in Teams feature. Create groups to organize and automatically share specific meeting types with exactly who needs access, streamlining collaboration.</p>",
      "words": 31,
      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
    },
    {
      "heading": "How much time do I save with Grain vs. manual note-taking?",
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      "paragraphHtml": "<p>On average, users save about 10 minutes per meeting by eliminating manual note-taking and follow-ups. Over a month, that&apos;s 20+ hours per team member that can be reinvested in coaching, strategy, or revenue-driving activities instead.</p>",
      "words": 35,
      "direct": false,
      "issue": "First paragraph is 35 words and does not look like a concise direct answer."
    },
    {
      "heading": "Does Grain share my data with AI providers?",
      "headingHtml": "<h3 class=\"text-size--medium\">Does Grain share my data with AI providers?</h3>",
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      "paragraphHtml": "<p>Grain uses AI models to provide its services. Neither Grain nor its subprocessors use your data for model training. See a list of our subprocessors here: <a href=\"https://grain.com/grain-subprocessors\">https://grain.com/grain-subprocessors</a>.</p>",
      "words": 30,
      "direct": false,
      "issue": "First paragraph is 30 words and does not look like a concise direct answer."
    },
    {
      "heading": "How do CRM integrations work?",
      "headingHtml": "<h3 class=\"text-size--medium\">How do CRM integrations work?</h3>",
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      "paragraphHtml": "<p>Grain integrates with Salesforce, HubSpot, Pipedrive, and other leading CRMs to automatically sync meeting summaries, transcripts, and insights to deal records. See how each integration works at <a href=\"https://grain.com/integrations\">https://grain.com/integrations</a>.</p>",
      "words": 31,
      "direct": false,
      "issue": "First paragraph is 31 words and does not look like a concise direct answer."
    },
    {
      "heading": "Why should we transcribe our meetings?",
      "headingHtml": "<h3 class=\"text-size--medium\">Why should we transcribe our meetings?</h3>",
      "firstParagraph": "Transcripts create a searchable record of work completed in meetings, which AI then converts into actionable summaries. Without transcripts, meeting outcomes remain invisible to the organization, creating inefficiencies in follow-up and institutional knowledge sharing.",
      "paragraphHtml": "<p>Transcripts create a searchable record of work completed in meetings, which AI then converts into actionable summaries. Without transcripts, meeting outcomes remain invisible to the organization, creating inefficiencies in follow-up and institutional knowledge sharing.</p>",
      "words": 34,
      "direct": false,
      "issue": "First paragraph is 34 words and does not look like a concise direct answer."
    },
    {
      "heading": "Try Grain today. It’s free forever.",
      "headingHtml": "<h3>Try Grain today. It&#x2019;s free forever.</h3>",
      "firstParagraph": "Get monthly email updates about the improvements and roadmaps we might change",
      "paragraphHtml": "<p class=\"paragraph--16px grey\">Get monthly email updates about the improvements and roadmaps we might change</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    }
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  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

AIO: Page experience for AIO scored 75/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience for AIO

Warning
01

Issue

101 image(s) are missing width/height attributes. 1 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

75/100

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 75/100 and needs improvement.

Evidence
{
  "viewportContent": "width=device-width, initial-scale=1",
  "visibleWords": 1611,
  "htmlBytes": 178359,
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      "html": "<img loading=\"lazy\" src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/675afa38add111c853ce5e2a_Frame%20427320584.avif\" alt class=\"icon-24px\">"
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      "loading": "lazy",
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      "html": "<img style=\"-webkit-transform:translate3d(-5%, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(-5%, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(-5%, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(-5%, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);opacity:0\" loading=\"lazy\" alt=\"A summary of a meeting.\" src=\"https://cdn.prod.website-files...."
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/69f3c0da9b4664a3b0cf8d55_Popover%20(1).avif",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img style=\"-webkit-transform:translate3d(0, 5%, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 5%, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 5%, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 5%, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);opacity:0\" loading=\"lazy\" alt=\"Popup of a team selector with &quot;Sales&quot; checked and &quot..."
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/69dd731f0cbd74137eb34cf5_video%20open.avif",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img style=\"-webkit-transform:translate3d(-5%, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(-5%, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(-5%, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(-5%, 0, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);opacity:0\" loading=\"lazy\" alt=\"A summary of a meeting.\" src=\"https://cdn.prod.website-files...."
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/69dd73509c41a07dc076b504_Sheet.avif",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img style=\"-webkit-transform:translate3d(0, 5%, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, 5%, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, 5%, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, 5%, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);opacity:0\" loading=\"lazy\" alt=\"A HubSpot popup revealing data on Close Date, Current Value, and..."
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/69dd7573cffbdbb4ba0c8e66_integrations%20graphic.avif",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/69dd7573cffbdbb4ba0c8e66_integrations%20graphic.avif\" loading=\"lazy\" sizes=\"(max-width: 3774px) 100vw, 3774px\" srcset=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/69dd7573cffbdbb4ba0c8e66_integrations%20graphic-p-500.avif 500w, https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/69dd7573cffbdbb4ba0c8e66_integrations%20graphic-p-800.png 800w, https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17..."
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/67c985eb88eac8c3265fdc9d_progress-dot.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/67c985eb88eac8c3265fdc9d_progress-dot.png\" loading=\"lazy\" alt class=\"icon-24px non-promotional-47\">"
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/67c985eb88eac8c3265fdc9d_progress-dot.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/67c985eb88eac8c3265fdc9d_progress-dot.png\" loading=\"lazy\" alt class=\"icon-24px non-promotional-47\">"
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/67c985eb88eac8c3265fdc9d_progress-dot.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/67c985eb88eac8c3265fdc9d_progress-dot.png\" loading=\"lazy\" alt class=\"icon-24px non-promotional-47\">"
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/67cb3a17f863559f846c8516_image%2045.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/67cb3a17f863559f846c8516_image%2045.png\" loading=\"lazy\" alt class=\"icon-24px non-promotional-47\">"
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/654f688a3f31abb303867547_Frame%2042741.avif",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/654f688a3f31abb303867547_Frame%2042741.avif\" loading=\"lazy\" alt sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/654f688a3f31abb303867547_Frame%2042741-p-500.avif 500w, https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/654f688a3f31abb303867547_Frame%2042741.avif 709w\" class=\"image--right--rotate smaller-on-tab non-promotional-49\">"
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e069c9a9c396e291a14e_Frame%2042741.avif",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e069c9a9c396e291a14e_Frame%2042741.avif\" loading=\"lazy\" alt sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e069c9a9c396e291a14e_Frame%2042741-p-500.png 500w, https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e069c9a9c396e291a14e_Frame%2042741-p-800.png 800w, https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e069c9a9c396e291a14e_Frame%2042741-p-1080.png 1..."
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/654f6863a5b7e4cd8237cea7_Recording%20Tile%20Container.avif",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/654f6863a5b7e4cd8237cea7_Recording%20Tile%20Container.avif\" loading=\"lazy\" alt class=\"image--left--rotate smaller-on-tab non-promotional-51\">"
    },
    {
      "src": "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e0690a999387392dbc4b_notif-for-prototyping%201.avif",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e0690a999387392dbc4b_notif-for-prototyping%201.avif\" loading=\"lazy\" alt sizes=\"100vw\" srcset=\"https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e0690a999387392dbc4b_notif-for-prototyping%201-p-500.png 500w, https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e0690a999387392dbc4b_notif-for-prototyping%201-p-800.png 800w, https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/68c1e0690a99938..."
    }
  ],
  "possibleDialogs": [
    "<img style=\"-webkit-transform:translate3d(0, -50px, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-moz-transform:translate3d(0, -50px, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);-ms-transform:translate3d(0, -50px, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);transform:translate3d(0, -50px, 0) scale3d(1, 1, 1) rotateX(0) rotateY(0) rotateZ(0) skew(0, 0);opacity:0\" loading=\"eager\" alt=\"Grain AI Notetaker integrations with Hubspot, Salesf..."
  ],
  "score": 75,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning
01

Issue

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

Details

02

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence
{
  "headings": [
    {
      "text": "Everything your AI agents and team need from meetings",
      "html": "<h2 class=\"new--h1 text-align--center\">Everything your AI agents and team need from meetings</h2>"
    },
    {
      "text": "Capture your meetings, on any platform, with or without a bot",
      "html": "<h2 class=\"new--h1 wrap--980px\">Capture your meetings, on any platform, with or without a bot</h2>"
    },
    {
      "text": "Give your agents the full picture behind every meeting",
      "html": "<h2 class=\"new--h1\">Give your agents the full picture behind every meeting</h2>"
    },
    {
      "text": "Put your meeting data to work in Claude, ChatGPT, or any AI tool",
      "html": "<h2 class=\"new--h1\">Put your meeting data to work in Claude, ChatGPT, or any AI tool</h2>"
    },
    {
      "text": "Keep your whole team in sync, automatically",
      "html": "<h2 class=\"new--h1\">Keep your whole team in sync, automatically</h2>"
    },
    {
      "text": "Grain integrations + AI destinations",
      "html": "<h2 class=\"new--h1\">Grain integrations + AI destinations</h2>"
    },
    {
      "text": "Frequently Asked Questions",
      "html": "<h2 class=\"new--h1\">Frequently Asked Questions</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Grain?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Grain work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Grain?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Grain free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Grain compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Grain?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Grain work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Grain?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Grain free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Grain 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": 48675
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 48675
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 48675
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational
01

Issue

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

Details

02

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence
{
  "headings": [
    {
      "text": "Everything your AI agents and team need from meetings",
      "html": "<h2 class=\"new--h1 text-align--center\">Everything your AI agents and team need from meetings</h2>"
    },
    {
      "text": "Capture your meetings, on any platform, with or without a bot",
      "html": "<h2 class=\"new--h1 wrap--980px\">Capture your meetings, on any platform, with or without a bot</h2>"
    },
    {
      "text": "Give your agents the full picture behind every meeting",
      "html": "<h2 class=\"new--h1\">Give your agents the full picture behind every meeting</h2>"
    },
    {
      "text": "Put your meeting data to work in Claude, ChatGPT, or any AI tool",
      "html": "<h2 class=\"new--h1\">Put your meeting data to work in Claude, ChatGPT, or any AI tool</h2>"
    },
    {
      "text": "Keep your whole team in sync, automatically",
      "html": "<h2 class=\"new--h1\">Keep your whole team in sync, automatically</h2>"
    },
    {
      "text": "Grain integrations + AI destinations",
      "html": "<h2 class=\"new--h1\">Grain integrations + AI destinations</h2>"
    },
    {
      "text": "Frequently Asked Questions",
      "html": "<h2 class=\"new--h1\">Frequently Asked Questions</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Grain?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Grain work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Grain?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Grain free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Grain compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Grain?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Grain work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Grain?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Grain free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Grain compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

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

Informational

Needs attention

Auth.md Agent Registration

Informational
01

Issue

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

02

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

  1. Fetch and validate /auth.md

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

  2. Validate agent_auth authorization metadata

    OAuth authorization metadata did not include a usable agent_auth block. missing agent_auth object; register_uri issues: [{"field":"agent_auth.register_uri","issue":"Missing URL."}]; missing supported_identity_types; missing credential_types_supported; missing claim or revocation URL.

Evidence
{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 48675,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 46809,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "https://cdn.prod.website-files.com\"",
            "/title",
            "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/css/grainweb.webflow.shared.46ce72dad.min.css\"",
            "/css",
            "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/css/grainweb.webflow.6553adca89bb880f701714eb.e9d01bcea.opt.min.css\"",
            "/css",
            "/xeL94fu351qUYq26CZWYKcu2lrdRLlx",
            "/javascript",
            "/script",
            "https://cdn.prod.website-files.com/5f5e90c17e7c9eb95c7acb17/61d3457a519242f2c75c725c_favicon.png\""
          ],
          "rawExcerpt": "<!DOCTYPE html><!-- Last Published: Thu Jun 04 2026 18:23:18 GMT+0000 (Coordinated Universal Time) --><html data-wf-domain=\"webflow.grain.co\" data-wf-page=\"6553adca89bb880f701714eb\" data-wf-site=\"5f5e90c17e7c9eb95c7acb17\" lang=\"en\"><head><meta charset=\"utf-8\"/><link href=\"https://cdn.prod.website-files.com\" rel=\"preconnect\" crossorigin=\"anonymous\"/><title>Page Not Found | Grain</title><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" name=\"description\"/><meta content=\"Page Not Found | Grain\" property=\"og:title\"/><meta content=\"It seems you ended up on a page that no longer exists. Please go to our homepage or use our header menu to navigate.\" property=\"og:description\"/><meta content=\"Page Not Found | Grain\" "
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": true,
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8",
        "length": 148,
        "text": "{\"resource\":\"https://api.grain.com\",\"resource_name\":\"Grain\",\"authorization_servers\":[\"https://api.grain.com\"],\"bearer_methods_supported\":[\"header\"]}"
      },
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "issuer": "https://grain.com",
          "token_endpoint": "https://api.grain.com/_/public-api/oauth2/token",
          "authorization_endpoint": "https://grain.com/_/public-api/oauth2/authorize",
          "code_challenge_methods_supported": [
            "S256"
          ],
          "grant_types_supported": [
            "authorization_code"
          ],
          "registration_endpoint": "https://api.grain.com/_/mcp/oauth_registration",
          "response_types_supported": [
            "code"
          ],
          "token_endpoint_auth_methods_supported": [
            "none",
            "client_secret_post",
            "client_secret_basic"
          ]
        },
        "rawExcerpt": "{\"issuer\":\"https://grain.com\",\"token_endpoint\":\"https://api.grain.com/_/public-api/oauth2/token\",\"authorization_endpoint\":\"https://grain.com/_/public-api/oauth2/authorize\",\"code_challenge_methods_supported\":[\"S256\"],\"grant_types_supported\":[\"authorization_code\"],\"registration_endpoint\":\"https://api.grain.com/_/mcp/oauth_registration\",\"response_types_supported\":[\"code\"],\"token_endpoint_auth_methods_supported\":[\"none\",\"client_secret_post\",\"client_secret_basic\"]}",
        "issue": "OAuth authorization metadata did not include a usable agent_auth block. missing agent_auth object; register_uri issues: [{\"field\":\"agent_auth.register_uri\",\"issue\":\"Missing URL.\"}]; missing supported_identity_types; missing credential_types_supported; missing claim or revocation URL.",
        "hasAgentAuth": false,
        "supportedIdentityTypes": [],
        "credentialTypesSupported": [],
        "registerUriIssues": [
          {
            "field": "agent_auth.register_uri",
            "issue": "Missing URL."
          }
        ],
        "claimUrlIssues": [],
        "revocationUrlIssues": []
      },
      "issue": "OAuth authorization metadata did not include a usable agent_auth block. missing agent_auth object; register_uri issues: [{\"field\":\"agent_auth.register_uri\",\"issue\":\"Missing URL.\"}]; missing supported_identity_types; missing credential_types_supported; missing claim or revocation URL.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 12,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sso"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

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."}].

Evidence
{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-authorization-server",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "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://grain.com",
        "authorizationEndpoint": "https://grain.com/_/public-api/oauth2/authorize",
        "tokenEndpoint": "https://api.grain.com/_/public-api/oauth2/token",
        "responseTypesSupported": [
          "code"
        ],
        "grantTypesSupported": [
          "authorization_code"
        ],
        "idTokenSigningAlgValuesSupported": [],
        "rawExcerpt": "{\"issuer\":\"https://grain.com\",\"token_endpoint\":\"https://api.grain.com/_/public-api/oauth2/token\",\"authorization_endpoint\":\"https://grain.com/_/public-api/oauth2/authorize\",\"code_challenge_methods_supported\":[\"S256\"],\"grant_types_supported\":[\"authorization_code\"],\"registration_endpoint\":\"https://api.grain.com/_/mcp/oauth_registration\",\"response_types_supported\":[\"code\"],\"token_endpoint_auth_methods_supported\":[\"none\",\"client_secret_post\",\"client_secret_basic\"]}"
      },
      "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": "pass",
      "evidence": {
        "url": "https://grain.com/_/public-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": 302,
        "location": "/login?action=web_login&redirect_to=%2F_%2Fpublic-api%2Foauth2%2Fauthorize%3Fresponse_type%3Dcode%26client_id%3Dcan-agent-use-scanner%26redirect_uri%3Dhttps%253A%252F%252Fcan-agent-use.invalid%252Foauth%252Fcallback%26scope%3Dopenid%26state%3Dcan-agent-use-probe",
        "contentType": "text/html; charset=utf-8",
        "excerpt": "<html><body>You are being <a href=\"/login?action=web_login&amp;redirect_to=%2F_%2Fpublic-api%2Foauth2%2Fauthorize%3Fresponse_type%3Dcode%26client_id%3Dcan-agent-use-scanner%26redirect_uri%3Dhttps%253A%252F%252Fcan-agent-use.invalid%252Foauth%252Fcallback%26scope%3Dopenid%26state%3Dcan-agent-use-prob"
      },
      "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://grain.com/_/public-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": 302,
        "location": "/login?action=web_login&redirect_to=%2F_%2Fpublic-api%2Foauth2%2Fauthorize%3Fresponse_type%3Dcode%26client_id%3Dcan-agent-use-unknown-client%26redirect_uri%3Dhttps%253A%252F%252Fcan-agent-use.invalid%252Fattacker-callback%26scope%3Dopenid%26state%3Dcan-agent-use-redirect-safety",
        "redirectedToUntrusted": false,
        "contentType": "text/html; charset=utf-8",
        "excerpt": "<html><body>You are being <a href=\"/login?action=web_login&amp;redirect_to=%2F_%2Fpublic-api%2Foauth2%2Fauthorize%3Fresponse_type%3Dcode%26client_id%3Dcan-agent-use-unknown-client%26redirect_uri%3Dhttps%253A%252F%252Fcan-agent-use.invalid%252Fattacker-callback%26scope%3Dopenid%26state%3Dcan-agent-us"
      },
      "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": "pass",
      "evidence": {
        "url": "https://api.grain.com/_/public-api/oauth2/token",
        "method": "POST",
        "grantType": "authorization_code",
        "statusCode": 400,
        "oauthError": "invalid_request",
        "contentType": "application/json; charset=utf-8",
        "excerpt": "{\"error\":\"invalid_request\"}"
      },
      "howToFix": "Support every advertised grant type enough to return a protocol-appropriate response, or stop advertising unsupported grants."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 12,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sso"
      }
    ]
  },
  "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

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

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. Validate protected resource identity

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

  2. 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": "resource-identity",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      },
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "pass",
      "evidence": {
        "valid": true,
        "compatibleContentType": true,
        "hasResource": true,
        "authorizationServerCount": 1,
        "resource": "https://api.grain.com",
        "resourceIssues": [],
        "authServerIssues": [],
        "scopesSupported": [],
        "bearerMethodsSupported": [
          "header"
        ],
        "rawExcerpt": "{\"resource\":\"https://api.grain.com\",\"resource_name\":\"Grain\",\"authorization_servers\":[\"https://api.grain.com\"],\"bearer_methods_supported\":[\"header\"]}"
      },
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "resource": "https://api.grain.com",
        "expectedResource": "https://grain.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://grain.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "metadataResource": "https://api.grain.com",
            "resourceMatchesRequestContext": false
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://grain.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "metadataResource": "https://api.grain.com",
            "resourceMatchesRequestContext": false
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://grain.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "metadataResource": "https://api.grain.com",
            "resourceMatchesRequestContext": false
          }
        ]
      },
      "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": 12,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sso"
      }
    ]
  },
  "resourceFetchSucceeded": true
}

Performance and AccessibilityPerformanceBrowser audit

Forced reflow

20 Fail

Check name

Forced reflow

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations.

Evidence
{
  "description": "A forced reflow occurs when JavaScript queries geometric properties (such as offsetWidth) after styles have been invalidated by a change to the DOM state. This can result in poor performance. Learn more about [forced reflows](https://developer.chrome.com/docs/performance/insights/forced-reflow) and possible mitigations."
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

20 Fail

Check name

Image optimization

Score

0/100

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 incorrect aspect ratio",
      "score": 0
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

20 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 123 KiB

Fix guidance

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

Evidence
{
  "displayValue": "Est savings of 123 KiB",
  "description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
  "numericValue": 80
}

Performance and AccessibilityPerformanceBrowser audit

Render-blocking requests

20 Fail

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 370 ms

Fix guidance

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

Evidence
{
  "displayValue": "Est savings of 370 ms",
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

5 Fail

Check name

Loading performance

Score

77/100

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": "speed-index",
      "title": "Speed Index",
      "score": 86,
      "displayValue": "1.4 s",
      "numericValue": 1406.4492600838976
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "0 ms",
      "numericValue": 0.8999999999999999
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 93,
      "displayValue": "2.2 s",
      "numericValue": 2236.6859210126504
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 25,
      "displayValue": "550 ms",
      "numericValue": 545.1063941569216
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 27,
      "displayValue": "340 ms",
      "numericValue": 339
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 84,
      "displayValue": "1.4 s",
      "numericValue": 1379.9252815969578
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 10 ms",
      "numericValue": 7
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 99,
      "displayValue": "0.6 s",
      "numericValue": 573.3960626069531
    }
  ]
}

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
58/100Level 3, Bot-AwareCurrent report
grain.com AI SEO Report: 58/100 (Level 3, Bot-Aware)