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https://www.mentimeter.com/

SCANNED

Jun 10, 2026, 9:32 AM

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https://www.mentimeter.com/

SCANNED

Jun 10, 2026, 9:32:23 AMJun 10, 2026, 9:32 AM

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72/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Interactive presentation & audience engagement tool - Mentimeter

Engage your audience with live polls, quizzes, and Q&A. Create interactive presentations in minutes. Perfect for meetings, classes, and events.

Next step

Turn this report into a fix workflow

20 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
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	64	Needs work	18	6	0	View details
Discoverability	83	Mostly ready	8	1	0	View details
Content Readiness	67	Needs work	9	2	0	View details
Bot Access Control	33	Priority fix	1	3	0	View details
Agent Ease of Use	36	Priority fix	13	26	4	View details
API	50	Needs work	4	2	0	View details
Auth	Not Applicable	Not Applicable	0	7	0	View details
MCP	41	Priority fix	3	7	3	View details
Skill Discovery	18	Priority fix	2	10	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	75	Mostly ready	6	2	12	View details
GEO Readiness	85	Mostly ready	2	0	4
AIO Readiness	80	Mostly ready	3	1	3	View details
AEO Readiness	62	Needs work	1	1	5	View details
SEO	92	Strong	10	1	0	View details
SEO	92	Strong	10	1	0	View details
Security & Trust	80	Mostly ready	8	1	0	View details
Security & Trust	80	Mostly ready	4	1	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	86	Mostly ready	20	3	4	View details
Performance	78	Mostly ready	12	3	4	View details
Accessibility	100	Strong	8	0	0

Prioritized recommendations

Issues ranked by score impact

41 items need attention

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

100 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

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": null
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

100 Fail

Needs attention

High-value schema types

Failed check

Issue

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

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

Evidence

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

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

100 Fail

Needs attention

OpenAPI discovery

Failed check

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.

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

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><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/sta"
          },
          {
            "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><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/sta"
          },
          {
            "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><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/sta"
          },
          {
            "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><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/sta"
          },
          {
            "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><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/sta"
          },
          {
            "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><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/sta"
          },
          {
            "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><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/sta"
          }
        ]
      },
      "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.

50 Fail

Needs attention

AI bot rules in robots.txt

Failed check

Issue

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

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 DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

50 Fail

Needs attention

Content freshness signals

Failed check

Issue

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

Why it matters

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

Check name

Content freshness signals

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is missing or incomplete.

Evidence

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

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

50 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: invalid h1 (found 2); 0/1 applicable form inputs have autocomplete attributes (1 missing).

Details

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 type=\"tel\" class=\"box-border block w-full appearance-none font-body cursor-auto focus:text-text focus-visible:outline-solid focus-visible:outline-offset-2 focus-visible:outline-4 focus-visible:outline-interactive-focused disabled:bg-disabled-strong disabled:text-on-disabled-strong disabled:placeholder:text-on-disabled-strong disabled:cursor-not-allowed placeholder:text-text-weaker transition-[padding] duration-300 ease-in-out text-text hover:enabled:shadow-[inset_0_0_0_2px_theme(colors.se"
    ],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 2,
    "headings": 17,
    "links": 105,
    "inaccessibleLinks": 0,
    "buttons": 24,
    "inaccessibleButtons": 0,
    "images": 16,
    "imagesWithAlt": 16,
    "autocompleteInputs": 1,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 1
  }
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

50 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

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

Fetch to find resource
Web Bot Auth request signing was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 249926
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

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

Fetch to find resource
WebMCP manifest was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 249882
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 250982
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 250976
          }
        ]
      },
      "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

Issue

A2A Agent Card was not found at the expected path.

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

Fetch to find resource
A2A Agent Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 249890
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 249902
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 250990
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

20 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

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

Fetch to find resource
agent.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 249880
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 250980
          }
        ]
      },
      "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

Issue

agents.json was not found at the expected path.

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

Fetch to find resource
agents.json was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 249882
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 250982
          }
        ]
      },
      "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."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

MCP Server Card failed at "Validate resource body".

16 Fail

Needs attention

MCP Server Card

Failed check

Issue

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

Details

Why it matters

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

Check name

MCP Server Card

Score

38/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

MCP Server Card failed at "Validate resource body".

Validation steps

Validate resource body
MCP Server Card response is missing required fields or has invalid transports.
Missing required fields
protocolVersion
transports array
Verify advertised MCP transport endpoints
At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.
Verify advertised MCP tool execution
MCP discovery passed, but no advertised tool could be safely executed by this scanner.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/mcp/server-card.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "serverInfo": {
            "name": "mentimeter-content",
            "version": "1.0.0"
          },
          "transport": {
            "type": "webmcp",
            "endpoint": "https://www.mentimeter.com/webmcp-content-tools.js"
          },
          "capabilities": {
            "tools": {
              "listChanged": false
            }
          },
          "tools": [
            {
              "name": "mentimeter.content.getCurrentPage",
              "description": "Returns the current public Mentimeter content page as Markdown when available."
            },
            {
              "name": "mentimeter.content.getPage",
              "description": "Returns a public Mentimeter content page as Markdown for a same-origin public path."
            },
            {
              "name": "mentimeter.content.listPages",
              "description": "Lists public Mentimeter Contentful page metadata by category using the public content API."
            }
          ]
        },
        "rawExcerpt": "{\"serverInfo\":{\"name\":\"mentimeter-content\",\"version\":\"1.0.0\"},\"transport\":{\"type\":\"webmcp\",\"endpoint\":\"https://www.mentimeter.com/webmcp-content-tools.js\"},\"capabilities\":{\"tools\":{\"listChanged\":false}},\"tools\":[{\"name\":\"mentimeter.content.getCurrentPage\",\"description\":\"Returns the current public Mentimeter content page as Markdown when available.\"},{\"name\":\"mentimeter.content.getPage\",\"description\":\"Returns a public Mentimeter content page as Markdown for a same-origin public path.\"},{\"name\":\"mentimeter.content.listPages\",\"description\":\"Lists public Mentimeter Contentful page metadata by category using the public content API.\"}]}",
        "issue": "MCP Server Card response is missing required fields or has invalid transports.",
        "issueDetails": [
          {
            "title": "Missing required fields",
            "items": [
              "protocolVersion",
              "transports array"
            ]
          }
        ],
        "missing": [
          "protocolVersion",
          "transports array"
        ],
        "protocolVersion": "",
        "transportCount": 0,
        "transports": [],
        "invalidTransports": [],
        "capabilityKeys": [
          "tools"
        ]
      },
      "issue": "MCP Server Card response is missing required fields or has invalid transports.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request.",
      "issueDetails": [
        {
          "title": "Missing required fields",
          "items": [
            "protocolVersion",
            "transports array"
          ]
        }
      ]
    },
    {
      "id": "endpoint-verification",
      "title": "Verify advertised MCP transport endpoints",
      "status": "fail",
      "evidence": {
        "probes": []
      },
      "issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
      "howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
    },
    {
      "id": "tool-execution",
      "title": "Verify advertised MCP tool execution",
      "status": "warning",
      "evidence": {
        "probes": []
      },
      "issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
      "howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

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

Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
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": "www.mentimeter.com",
        "probes": [
          {
            "name": "_index._agents.www.mentimeter.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.www.mentimeter.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": "www.mentimeter.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          },
          {
            "name": "mentimeter.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 UseMCPEmerging recommendation

mcp.json

mcp.json failed at "Validate resource body".

13 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json response did not match the expected MCP server metadata shape. missing: protocolVersion.

Details

Why it matters

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

Check name

mcp.json

Score

50/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

mcp.json failed at "Validate resource body".

Validation steps

Validate resource body
mcp.json response did not match the expected MCP server metadata shape. missing: protocolVersion.
Missing required fields
protocolVersion

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/mcp/server-card.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "serverInfo": {
            "name": "mentimeter-content",
            "version": "1.0.0"
          },
          "transport": {
            "type": "webmcp",
            "endpoint": "https://www.mentimeter.com/webmcp-content-tools.js"
          },
          "capabilities": {
            "tools": {
              "listChanged": false
            }
          },
          "tools": [
            {
              "name": "mentimeter.content.getCurrentPage",
              "description": "Returns the current public Mentimeter content page as Markdown when available."
            },
            {
              "name": "mentimeter.content.getPage",
              "description": "Returns a public Mentimeter content page as Markdown for a same-origin public path."
            },
            {
              "name": "mentimeter.content.listPages",
              "description": "Lists public Mentimeter Contentful page metadata by category using the public content API."
            }
          ]
        },
        "rawExcerpt": "{\"serverInfo\":{\"name\":\"mentimeter-content\",\"version\":\"1.0.0\"},\"transport\":{\"type\":\"webmcp\",\"endpoint\":\"https://www.mentimeter.com/webmcp-content-tools.js\"},\"capabilities\":{\"tools\":{\"listChanged\":false}},\"tools\":[{\"name\":\"mentimeter.content.getCurrentPage\",\"description\":\"Returns the current public Mentimeter content page as Markdown when available.\"},{\"name\":\"mentimeter.content.getPage\",\"description\":\"Returns a public Mentimeter content page as Markdown for a same-origin public path.\"},{\"name\":\"mentimeter.content.listPages\",\"description\":\"Lists public Mentimeter Contentful page metadata by category using the public content API.\"}]}",
        "issue": "mcp.json response did not match the expected MCP server metadata shape. missing: protocolVersion.",
        "issueDetails": [
          {
            "title": "Missing required fields",
            "items": [
              "protocolVersion"
            ]
          }
        ],
        "missing": [
          "protocolVersion"
        ],
        "protocolVersion": "",
        "transportCount": 1,
        "transports": [
          {
            "type": "webmcp",
            "endpoint": "https://www.mentimeter.com/webmcp-content-tools.js"
          }
        ],
        "invalidTransports": [],
        "toolCount": 3,
        "capabilityKeys": [
          "tools"
        ]
      },
      "issue": "mcp.json response did not match the expected MCP server metadata shape. missing: protocolVersion.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities.",
      "issueDetails": [
        {
          "title": "Missing required fields",
          "items": [
            "protocolVersion"
          ]
        }
      ]
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

9 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.linkedin.com/company/mentimeter",
      "text": "",
      "html": "<a class=\"flex flex-col flex-none w-auto items-start min-w-0 min-h-0 relative rounded-default bg-transparent no-underline appearance-none transition-all ease-in-out duration-[0.1s] cursor-pointer hover:opacity-60 outline-transparent focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 focus-visible:outline-4 ml-4\" aria-label=\"Go to Mentimeter&apos;s LinkedIn page\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.linkedin.com/company/m..."
    },
    {
      "href": "https://www.linkedin.com/company/mentimeter",
      "text": "",
      "html": "<a class=\"flex flex-col flex-none w-auto items-start min-w-0 min-h-0 relative rounded-default bg-transparent no-underline appearance-none transition-all ease-in-out duration-[0.1s] cursor-pointer hover:opacity-60 outline-transparent focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 focus-visible:outline-4 ml-4\" aria-label=\"Go to Mentimeter&apos;s LinkedIn page\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.linkedin.com/company/m..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.mentimeter.com/en/",
      "text": "Help and answers",
      "html": "<a class=\"text-text-primary break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-normal font-normal font-body no-underline text-size-inherit flex flex-row items-center justify-between w-full gap-1\" title=\"Help and answers\" aria-label=\"Navigate to Help and answers\" href=\"https://help.mentimeter.com/en/\"><span class=\"r-text break-words max..."
    },
    {
      "href": "https://help.mentimeter.com/",
      "text": "Help center",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-3 text-on-brand\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://help.mentimeter.com/\">Help center</a>"
    },
    {
      "href": "/contact",
      "text": "Contact us",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-3 text-on-brand\" href=\"/contact\">Contact us</a>"
    },
    {
      "href": "https://help.mentimeter.com/",
      "text": "Help center",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-4 text-on-brand\" target=\"_blank\" rel=\"noopener noreferrer\" tabindex=\"-1\" href=\"https://help.mentimeter.com/\">Help center</a>"
    },
    {
      "href": "/contact",
      "text": "Contact us",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-4 text-on-brand\" tabindex=\"-1\" href=\"/contact\">Contact us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/trust/legal/privacy-policy",
      "text": "Policies",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-3 text-on-brand\" href=\"/trust/legal/privacy-policy\">Policies</a>"
    },
    {
      "href": "/trust/legal/privacy-policy",
      "text": "Policies",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-4 text-on-brand\" tabindex=\"-1\" href=\"/trust/legal/privacy-policy\">Policies</a>"
    },
    {
      "href": "https://www.mentimeter.com/trust/legal/privacy-policy",
      "text": "Privacy",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-[125%] weight-regular font-body no-underline text-size-inherit md:text-112-5 text-on-brand\" href=\"https://www.mentimeter.com/trust/legal/privacy-policy\">Privacy</a>"
    },
    {
      "href": "https://www.mentimeter.com/trust/legal/terms",
      "text": "Terms and Conditions",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-[125%] weight-regular font-body no-underline text-size-inherit md:text-112-5 text-on-brand\" href=\"https://www.mentimeter.com/trust/legal/terms\">Terms and Conditions</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Validate resource body".

7 Fail

Needs attention

Agent Skills index

Failed check

Issue

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

Why it matters

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

Check name

Agent Skills index

Score

67/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

Agent Skills index failed at "Validate resource body".

Validation steps

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

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/agent-skills/index.json",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": true,
        "compatibleContentType": true,
        "document": {
          "$schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
          "skills": [
            {
              "name": "discover-mentimeter-content",
              "type": "skill-md",
              "description": "Discover public Mentimeter marketing content, page metadata, and crawlable content URLs.",
              "url": "https://www.mentimeter.com/.well-known/agent-skills/discover-mentimeter-content/SKILL.md",
              "digest": "sha256:9bd5c9008856864f8e9e97977d01c58ca1002fac58b08e77790ceb776b485069"
            }
          ]
        },
        "rawExcerpt": "{\"$schema\":\"https://schemas.agentskills.io/discovery/0.2.0/schema.json\",\"skills\":[{\"name\":\"discover-mentimeter-content\",\"type\":\"skill-md\",\"description\":\"Discover public Mentimeter marketing content, page metadata, and crawlable content URLs.\",\"url\":\"https://www.mentimeter.com/.well-known/agent-skills/discover-mentimeter-content/SKILL.md\",\"digest\":\"sha256:9bd5c9008856864f8e9e97977d01c58ca1002fac58b08e77790ceb776b485069\"}]}",
        "issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.",
        "schema": "https://schemas.agentskills.io/discovery/0.2.0/schema.json",
        "skillCount": 1,
        "validSkillCount": 1,
        "invalidSkills": [],
        "skills": [
          {
            "name": "discover-mentimeter-content",
            "type": "skill-md",
            "description": "Discover public Mentimeter marketing content, page metadata, and crawlable content URLs.",
            "url": "https://www.mentimeter.com/.well-known/agent-skills/discover-mentimeter-content/SKILL.md",
            "digest": "sha256:9bd5c9008856864f8e9e97977d01c58ca1002fac58b08e77790ceb776b485069"
          }
        ]
      },
      "issue": "Agent Skills Index response did not match the expected shape. missing or invalid top-level fields: version=0.2.0.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    },
    {
      "id": "skill-documents",
      "title": "Fetch advertised SKILL.md files",
      "status": "pass",
      "evidence": {
        "checkedCount": 1,
        "totalCount": 1,
        "checked": [
          {
            "url": "https://www.mentimeter.com/.well-known/agent-skills/discover-mentimeter-content/SKILL.md",
            "statusCode": 200,
            "contentType": "text/markdown; charset=utf-8",
            "hasSkillHeading": true,
            "length": 3652,
            "advertisedDigest": "sha256:9bd5c9008856864f8e9e97977d01c58ca1002fac58b08e77790ceb776b485069",
            "actualDigest": "sha256:9bd5c9008856864f8e9e97977d01c58ca1002fac58b08e77790ceb776b485069",
            "digestMatches": true
          }
        ]
      },
      "howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

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

6 Warning

Needs attention

WebMCP

Warning

Issue

WebMCP declarative annotations need fixes.

Details

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

75/100

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

Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="id"> is missing tool-param-description.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
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": 128,
        "interactiveWithTags": 0,
        "totalCount": 129,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"id\"> 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": 1,
        "issues": [
          "<input name=\"id\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"id\"> 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": "pass",
      "evidence": {
        "staticSignals": {
          "detected": true,
          "matched": [
            "webmcp"
          ]
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "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": 128,
        "interactiveWithTags": 0,
        "totalCount": 129,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"id\"> 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": true,
    "matched": [
      "webmcp"
    ]
  },
  "coverage": {
    "totalForms": 1,
    "formsWithTags": 0,
    "totalInteractive": 128,
    "interactiveWithTags": 0,
    "totalCount": 129,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"id\"> 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

AEO: Answer evidence and trust

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

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://www.linkedin.com/company/mentimeter",
      "text": "",
      "html": "<a class=\"flex flex-col flex-none w-auto items-start min-w-0 min-h-0 relative rounded-default bg-transparent no-underline appearance-none transition-all ease-in-out duration-[0.1s] cursor-pointer hover:opacity-60 outline-transparent focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 focus-visible:outline-4 ml-4\" aria-label=\"Go to Mentimeter&apos;s LinkedIn page\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.linkedin.com/company/m..."
    },
    {
      "href": "https://www.linkedin.com/company/mentimeter",
      "text": "",
      "html": "<a class=\"flex flex-col flex-none w-auto items-start min-w-0 min-h-0 relative rounded-default bg-transparent no-underline appearance-none transition-all ease-in-out duration-[0.1s] cursor-pointer hover:opacity-60 outline-transparent focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 focus-visible:outline-4 ml-4\" aria-label=\"Go to Mentimeter&apos;s LinkedIn page\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://www.linkedin.com/company/m..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.mentimeter.com/en/",
      "text": "Help and answers",
      "html": "<a class=\"text-text-primary break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-normal font-normal font-body no-underline text-size-inherit flex flex-row items-center justify-between w-full gap-1\" title=\"Help and answers\" aria-label=\"Navigate to Help and answers\" href=\"https://help.mentimeter.com/en/\"><span class=\"r-text break-words max..."
    },
    {
      "href": "https://help.mentimeter.com/",
      "text": "Help center",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-3 text-on-brand\" target=\"_blank\" rel=\"noopener noreferrer\" href=\"https://help.mentimeter.com/\">Help center</a>"
    },
    {
      "href": "/contact",
      "text": "Contact us",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-3 text-on-brand\" href=\"/contact\">Contact us</a>"
    },
    {
      "href": "https://help.mentimeter.com/",
      "text": "Help center",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-4 text-on-brand\" target=\"_blank\" rel=\"noopener noreferrer\" tabindex=\"-1\" href=\"https://help.mentimeter.com/\">Help center</a>"
    },
    {
      "href": "/contact",
      "text": "Contact us",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-4 text-on-brand\" tabindex=\"-1\" href=\"/contact\">Contact us</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/trust/legal/privacy-policy",
      "text": "Policies",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-3 text-on-brand\" href=\"/trust/legal/privacy-policy\">Policies</a>"
    },
    {
      "href": "/trust/legal/privacy-policy",
      "text": "Policies",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-snug weight-regular font-body no-underline text-size-inherit mb-4 text-on-brand\" tabindex=\"-1\" href=\"/trust/legal/privacy-policy\">Policies</a>"
    },
    {
      "href": "https://www.mentimeter.com/trust/legal/privacy-policy",
      "text": "Privacy",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-[125%] weight-regular font-body no-underline text-size-inherit md:text-112-5 text-on-brand\" href=\"https://www.mentimeter.com/trust/legal/privacy-policy\">Privacy</a>"
    },
    {
      "href": "https://www.mentimeter.com/trust/legal/terms",
      "text": "Terms and Conditions",
      "html": "<a class=\"break-words rounded-default hover:opacity-60 active:opacity-60 cursor-pointer focus-visible:outline-4 focus-visible:outline-solid focus-visible:outline-interactive-focused focus-visible:outline-offset-2 leading-[125%] weight-regular font-body no-underline text-size-inherit md:text-112-5 text-on-brand\" href=\"https://www.mentimeter.com/trust/legal/terms\">Terms and Conditions</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

4 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

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

Details

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": 15,
  "passing": 0,
  "failing": [
    {
      "heading": "Trusted by 500+ million users worldwide",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-112-5 sm:text-150 md:text-175 text-center text-text mb-4\">Trusted by 500+ million users worldwide</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Good questions, great insights.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">Good questions, <br> great <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">insights.</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Turn PRESENTATIONS into QUESTIONS",
      "headingHtml": "<h3 id=\"section-heading-0\" class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero uppercase text-balance will-change-opacity text-250 sm:text-325 md:text-400 lg:text-550 text-text\">Turn PRESENTATIONS into QUESTIONS</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "More engagement, every day.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">More <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">engagement, </span><br> every day.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Get live feedback",
      "headingHtml": "<h3 data-testid=\"toggle-title-3210SuDcJfhsQCu4UpeEXm-Get live feedback\" class=\"flex flex-none min-w-0 min-h-0 relative w-auto group flex-row items-center content-stretch cursor-pointer gap-4 m-0\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"accordion-content-3210SuDcJfhsQCu4UpeEXm-Get live feedback\" class=\"accordion-button flex w-full items-center bg-transparent border-0 p-0 text-left cursor-pointer gap-4\"><!--$--><div class=\"flex flex-col flex-none items-start min-w-0 min-h-0 r...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Check knowledge",
      "headingHtml": "<h3 data-testid=\"toggle-title-3210SuDcJfhsQCu4UpeEXm-Check knowledge\" class=\"flex flex-none min-w-0 min-h-0 relative w-auto group flex-row items-center content-stretch cursor-pointer gap-4 m-0\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"accordion-content-3210SuDcJfhsQCu4UpeEXm-Check knowledge\" class=\"accordion-button flex w-full items-center bg-transparent border-0 p-0 text-left cursor-pointer gap-4\"><!--$--><div class=\"flex flex-col flex-none items-start min-w-0 min-h-0 relat...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Generate ideas",
      "headingHtml": "<h3 data-testid=\"toggle-title-3210SuDcJfhsQCu4UpeEXm-Generate ideas\" class=\"flex flex-none min-w-0 min-h-0 relative w-auto group flex-row items-center content-stretch cursor-pointer gap-4 m-0\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"accordion-content-3210SuDcJfhsQCu4UpeEXm-Generate ideas\" class=\"accordion-button flex w-full items-center bg-transparent border-0 p-0 text-left cursor-pointer gap-4\"><!--$--><div class=\"flex flex-col flex-none items-start min-w-0 min-h-0 relativ...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Make decisions",
      "headingHtml": "<h3 data-testid=\"toggle-title-3210SuDcJfhsQCu4UpeEXm-Make decisions\" class=\"flex flex-none min-w-0 min-h-0 relative w-auto group flex-row items-center content-stretch cursor-pointer gap-4 m-0\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"accordion-content-3210SuDcJfhsQCu4UpeEXm-Make decisions\" class=\"accordion-button flex w-full items-center bg-transparent border-0 p-0 text-left cursor-pointer gap-4\"><!--$--><div class=\"flex flex-col flex-none items-start min-w-0 min-h-0 relativ...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Make it memorable",
      "headingHtml": "<h3 data-testid=\"toggle-title-3210SuDcJfhsQCu4UpeEXm-Make it memorable\" class=\"flex flex-none min-w-0 min-h-0 relative w-auto group flex-row items-center content-stretch cursor-pointer gap-4 m-0\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"accordion-content-3210SuDcJfhsQCu4UpeEXm-Make it memorable\" class=\"accordion-button flex w-full items-center bg-transparent border-0 p-0 text-left cursor-pointer gap-4\"><!--$--><div class=\"flex flex-col flex-none items-start min-w-0 min-h-0 r...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "easy to start. simple to connect.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">easy to start.<br> simple to <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">connect.</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Customizable templates",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Customizable templates</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Instant presentations",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Instant presentations</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Flexible setups",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Flexible setups</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The power of participation.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">The power of<br> <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">participation.</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "listen, learn, and lead with curiosity.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero text-bg mb-2 text-250 sm:text-325\">listen, learn, and lead with <span data-color=\"brand\" class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero text-brand text-250 sm:text-325\">curiosity.</span></h2>",
      "firstParagraph": "Features",
      "paragraphHtml": "<p id=\"footer-heading\" class=\"r-text break-words max-w-full text-112-5 leading-[115%] font-semibold font-heading text-on-brand text-left mb-6\">Features</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 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.

3 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

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

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": 9,
  "questionH2s": [],
  "hasFaq": true,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 77/100 and needs improvement.

3 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: presentation, engagement, tool, mentimeter, please, turn, javascript.

Details

Why it matters

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

Check name

GEO: Entity clarity

Score

77/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

GEO: Entity clarity scored 77/100 and needs improvement.

Evidence

{
  "title": "Interactive presentation & audience engagement tool - Mentimeter",
  "h1": "Please turn on Javascript",
  "description": "Engage your audience with live polls, quizzes, and Q&A. Create interactive presentations in minutes. Perfect for meetings, classes, and events.",
  "topicOverlap": 0.2222222222222222,
  "topicTerms": [
    "interactive",
    "presentation",
    "audience",
    "engagement",
    "tool",
    "mentimeter",
    "please",
    "turn",
    "javascript"
  ],
  "descriptionTerms": [
    "engage",
    "audience",
    "live",
    "polls",
    "quizzes",
    "create",
    "interactive",
    "presentations",
    "minutes",
    "perfect",
    "meetings",
    "classes",
    "events"
  ],
  "missingFromDescription": [
    "presentation",
    "engagement",
    "tool",
    "mentimeter",
    "please",
    "turn",
    "javascript"
  ],
  "score": 77,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

No substantial explanatory paragraphs were found.

Details

Why it matters

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

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

Details

Why it matters

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

Check name

AIO: Answer block readiness

Score

65/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "sectionCount": 15,
  "passing": 0,
  "failing": [
    {
      "heading": "Trusted by 500+ million users worldwide",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-112-5 sm:text-150 md:text-175 text-center text-text mb-4\">Trusted by 500+ million users worldwide</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Good questions, great insights.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">Good questions, <br> great <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">insights.</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Turn PRESENTATIONS into QUESTIONS",
      "headingHtml": "<h3 id=\"section-heading-0\" class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero uppercase text-balance will-change-opacity text-250 sm:text-325 md:text-400 lg:text-550 text-text\">Turn PRESENTATIONS into QUESTIONS</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "More engagement, every day.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">More <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">engagement, </span><br> every day.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Get live feedback",
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Check knowledge",
      "headingHtml": "<h3 data-testid=\"toggle-title-3210SuDcJfhsQCu4UpeEXm-Check knowledge\" class=\"flex flex-none min-w-0 min-h-0 relative w-auto group flex-row items-center content-stretch cursor-pointer gap-4 m-0\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"accordion-content-3210SuDcJfhsQCu4UpeEXm-Check knowledge\" class=\"accordion-button flex w-full items-center bg-transparent border-0 p-0 text-left cursor-pointer gap-4\"><!--$--><div class=\"flex flex-col flex-none items-start min-w-0 min-h-0 relat...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Generate ideas",
      "headingHtml": "<h3 data-testid=\"toggle-title-3210SuDcJfhsQCu4UpeEXm-Generate ideas\" class=\"flex flex-none min-w-0 min-h-0 relative w-auto group flex-row items-center content-stretch cursor-pointer gap-4 m-0\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"accordion-content-3210SuDcJfhsQCu4UpeEXm-Generate ideas\" class=\"accordion-button flex w-full items-center bg-transparent border-0 p-0 text-left cursor-pointer gap-4\"><!--$--><div class=\"flex flex-col flex-none items-start min-w-0 min-h-0 relativ...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Make decisions",
      "headingHtml": "<h3 data-testid=\"toggle-title-3210SuDcJfhsQCu4UpeEXm-Make decisions\" class=\"flex flex-none min-w-0 min-h-0 relative w-auto group flex-row items-center content-stretch cursor-pointer gap-4 m-0\"><button type=\"button\" aria-expanded=\"false\" aria-controls=\"accordion-content-3210SuDcJfhsQCu4UpeEXm-Make decisions\" class=\"accordion-button flex w-full items-center bg-transparent border-0 p-0 text-left cursor-pointer gap-4\"><!--$--><div class=\"flex flex-col flex-none items-start min-w-0 min-h-0 relativ...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Make it memorable",
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "easy to start. simple to connect.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">easy to start.<br> simple to <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">connect.</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Customizable templates",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Customizable templates</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Instant presentations",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Instant presentations</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Flexible setups",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Flexible setups</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The power of participation.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">The power of<br> <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">participation.</span></h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "listen, learn, and lead with curiosity.",
      "headingHtml": "<h2 class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero text-bg mb-2 text-250 sm:text-325\">listen, learn, and lead with <span data-color=\"brand\" class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero text-brand text-250 sm:text-325\">curiosity.</span></h2>",
      "firstParagraph": "Features",
      "paragraphHtml": "<p id=\"footer-heading\" class=\"r-text break-words max-w-full text-112-5 leading-[115%] font-semibold font-heading text-on-brand text-left mb-6\">Features</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

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

Why it matters

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": 1,
  "schemaBlocks": 2,
  "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: Page experience for AIO

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

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

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

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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  "viewportContent": "width=device-width, initial-scale=1",
  "visibleWords": 647,
  "htmlBytes": 565318,
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      "width": "",
      "height": "",
      "loading": "",
      "html": "<img alt=\"Homepage Collage Hero\" fetchpriority=\"high\" decoding=\"async\" data-nimg=\"fill\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;object-fit:cover;color:transparent\" sizes=\"(max-width: 640px) 100vw, 50vw\" srcset=\"https://www.mentimeter.com/cdn-cgi/image/width=384,f=auto,quality=75/https://images.ctfassets.net/rvt0uslu5yqp/4dtI2C9hJHM2tVbNuAk7u9/d838cc74ebad0256f719f70b00ad0949/Group_1739329481.png 384w, https://www.mentimeter.com/cdn-cgi/image/width=640,f=a..."
    },
    {
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Bosch Logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 318px) 100vw, (max-width: 598px) 30vw, 12vw\" srcset=\"https://www.mentimeter.com/cdn-cgi/image/width=96,f=auto,quality=75/https://images.ctfassets.net/rvt0uslu5yqp/4QvnrgXLglLUxPjANlMse4/b84ba0feb6b34a41c80ca9ddccb3509a/image.webp 96w, https://www.mentimeter.com/cdn-cgi/image/width=128,f..."
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      "loading": "lazy",
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      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Siemens logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 640px) 127px, 159px\" srcset=\"https://www.mentimeter.com/cdn-cgi/image/width=32,f=auto,quality=75/https://images.ctfassets.net/rvt0uslu5yqp/5dpMyZARfxSmd2cz3MJLbv/4a24c6edf9442746fcdf44265ca8c07c/image.png 32w, https://www.mentimeter.com/cdn-cgi/image/width=48,f=auto,quality=75/https:/..."
    },
    {
      "src": "https://www.mentimeter.com/cdn-cgi/image/width=3840,f=auto,quality=75/https://images.ctfassets.net/rvt0uslu5yqp/3HNNAQL6hB1HX3Rzx83YgN/f9e07325883cc429d1a6a38ffe4ca51d/simens_featured.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Siemens featured content\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 768px) 100vw, 50vw\" srcset=\"https://www.mentimeter.com/cdn-cgi/image/width=384,f=auto,quality=75/https://images.ctfassets.net/rvt0uslu5yqp/3HNNAQL6hB1HX3Rzx83YgN/f9e07325883cc429d1a6a38ffe4ca51d/simens_featured.png 384w, https://www.mentimeter.com/cdn-cgi/image/width=640,f=a..."
    },
    {
      "src": "https://www.mentimeter.com/cdn-cgi/image/width=3840,f=auto,quality=75/https://images.ctfassets.net/rvt0uslu5yqp/4xtrmzcPoqumZ441Y5wwvj/b3f090ac401cb848ce5e9b88870ba994/image.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"NHS logo\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-contain\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 640px) 127px, 159px\" srcset=\"https://www.mentimeter.com/cdn-cgi/image/width=32,f=auto,quality=75/https://images.ctfassets.net/rvt0uslu5yqp/4xtrmzcPoqumZ441Y5wwvj/b3f090ac401cb848ce5e9b88870ba994/image.png 32w, https://www.mentimeter.com/cdn-cgi/image/width=48,f=auto,quality=75/https://ima..."
    },
    {
      "src": "https://www.mentimeter.com/cdn-cgi/image/width=3840,f=auto,quality=75/https://images.ctfassets.net/rvt0uslu5yqp/5X8R3x8v8lnIGFSY5pMKBK/5ebe18ad2531de6d17d6373a13673ae0/image.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"NHS featured content\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 768px) 100vw, 50vw\" srcset=\"https://www.mentimeter.com/cdn-cgi/image/width=384,f=auto,quality=75/https://images.ctfassets.net/rvt0uslu5yqp/5X8R3x8v8lnIGFSY5pMKBK/5ebe18ad2531de6d17d6373a13673ae0/image.png 384w, https://www.mentimeter.com/cdn-cgi/image/width=640,f=auto,quality=75..."
    }
  ],
  "possibleDialogs": [],
  "score": 80,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 81/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: presentation, engagement, tool, mentimeter, please, turn, javascript.

Details

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

81/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Entity and definition clarity scored 81/100 and needs improvement.

Evidence

{
  "title": "Interactive presentation & audience engagement tool - Mentimeter",
  "h1": "Please turn on Javascript",
  "description": "Engage your audience with live polls, quizzes, and Q&A. Create interactive presentations in minutes. Perfect for meetings, classes, and events.",
  "topicOverlap": 0.2222222222222222,
  "definitionCount": 1,
  "topicTerms": [
    "interactive",
    "presentation",
    "audience",
    "engagement",
    "tool",
    "mentimeter",
    "please",
    "turn",
    "javascript"
  ],
  "descriptionTerms": [
    "engage",
    "audience",
    "live",
    "polls",
    "quizzes",
    "create",
    "interactive",
    "presentations",
    "minutes",
    "perfect",
    "meetings",
    "classes",
    "events"
  ],
  "missingFromDescription": [
    "presentation",
    "engagement",
    "tool",
    "mentimeter",
    "please",
    "turn",
    "javascript"
  ],
  "score": 81,
  "weight": 18
}

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

Issue

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

Details

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": "Trusted by 500+ million users worldwide",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-112-5 sm:text-150 md:text-175 text-center text-text mb-4\">Trusted by 500+ million users worldwide</h2>"
    },
    {
      "text": "Good questions, great insights.",
      "html": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">Good questions, <br> great <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">insights.</span></h2>"
    },
    {
      "text": "More engagement, every day.",
      "html": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">More <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">engagement, </span><br> every day.</h2>"
    },
    {
      "text": "easy to start. simple to connect.",
      "html": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">easy to start.<br> simple to <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">connect.</span></h2>"
    },
    {
      "text": "Customizable templates",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Customizable templates</h2>"
    },
    {
      "text": "Instant presentations",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Instant presentations</h2>"
    },
    {
      "text": "Flexible setups",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Flexible setups</h2>"
    },
    {
      "text": "The power of participation.",
      "html": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">The power of<br> <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">participation.</span></h2>"
    },
    {
      "text": "listen, learn, and lead with curiosity.",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero text-bg mb-2 text-250 sm:text-325\">listen, learn, and lead with <span data-color=\"brand\" class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero text-brand text-250 sm:text-325\">curiosity.</span></h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Interactive presentation & audience engagemen...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Interactive presentation & audience engagemen... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Interactive presentation & audience engagemen...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Interactive presentation & audience engagemen... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Interactive presentation & audience engagemen... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Interactive presentation & audience engagemen...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Interactive presentation & audience engagemen... work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Interactive presentation & audience engagemen... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Interactive presentation & audience engagemen... 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

Issue

AI context endpoint is informational for this page.

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

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": 250806
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 250796
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 250974
          }
        ]
      },
      "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

Issue

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

Details

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": "Trusted by 500+ million users worldwide",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-112-5 sm:text-150 md:text-175 text-center text-text mb-4\">Trusted by 500+ million users worldwide</h2>"
    },
    {
      "text": "Good questions, great insights.",
      "html": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">Good questions, <br> great <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">insights.</span></h2>"
    },
    {
      "text": "More engagement, every day.",
      "html": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">More <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">engagement, </span><br> every day.</h2>"
    },
    {
      "text": "easy to start. simple to connect.",
      "html": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">easy to start.<br> simple to <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">connect.</span></h2>"
    },
    {
      "text": "Customizable templates",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Customizable templates</h2>"
    },
    {
      "text": "Instant presentations",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Instant presentations</h2>"
    },
    {
      "text": "Flexible setups",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[115%] font-semibold font-heading text-text text-150 sm:text-175\">Flexible setups</h2>"
    },
    {
      "text": "The power of participation.",
      "html": "<h2 class=\"r-text break-words max-w-full font-[400] font-hero text-text mb-2 leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550 text-center\">The power of<br> <span data-color=\"brand\" class=\"r-text break-words max-w-full font-[400] font-hero text-brand leading-[85%] sm:leading-[90%] md:leading-[85%] text-400 sm:text-550\">participation.</span></h2>"
    },
    {
      "text": "listen, learn, and lead with curiosity.",
      "html": "<h2 class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero text-bg mb-2 text-250 sm:text-325\">listen, learn, and lead with <span data-color=\"brand\" class=\"r-text break-words max-w-full leading-[85%] font-[400] font-hero text-brand text-250 sm:text-325\">curiosity.</span></h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Interactive presentation & audience engagemen...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Interactive presentation & audience engagemen... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Interactive presentation & audience engagemen...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Interactive presentation & audience engagemen... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Interactive presentation & audience engagemen... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Interactive presentation & audience engagemen...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Interactive presentation & audience engagemen... work?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Interactive presentation & audience engagemen... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Interactive presentation & audience engagemen... 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

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.

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

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.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 250974,
        "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": 250508,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": false,
          "mentionsCredential": false,
          "links": [
            "/_next/static/chunks/webpack-06fb814f1941022b.js",
            "/_next/static/chunks/87c73c54-f7a4a599999149e6.js",
            "/script",
            "/_next/static/chunks/6960-44845c7c176e677d.js",
            "/script",
            "/_next/static/chunks/main-app-cbf0f5365148cafa.js",
            "/script",
            "/_next/static/chunks/app/global-error-79d6adee46113080.js",
            "/script",
            "/title"
          ],
          "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/sta"
        }
      },
      "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": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 249908,
        "text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/static/media/mstile-144x144.0acf1eee.png\"/><meta name=\"google\" content=\"notranslate\"/><meta name=\"google-site-verification\" content=\"mi8UihJ62TwmSIWzo3T2hTonoldlWaR0UscpqRKDVcA\"/><meta property=\"og:title\" content=\"Mentimeter\"/><meta property=\"og:site_name\" content=\"Mentimeter\"/><meta property=\"og:locale\" content=\"en_US\"/><meta property=\"og:type\" content=\"website\"/><meta name=\"twitter:card\" content=\"summary_large_image\"/><meta name=\"twitter:site\" content=\"@Mentimeter\"/><meta name=\"twitter:creator\" content=\"@Mentimeter\"/><meta name=\"twitter:title\" content=\"Mentimeter\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-96x96.png?v=2\" type=\"image/png\" sizes=\"96x96\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-192x192.png?v=2\" type=\"image/png\" sizes=\"192x192\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-64x64.png?v=2\" type=\"image/png\" sizes=\"64x64\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-32x32.png?v=2\" type=\"image/png\" sizes=\"32x32\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-16x16.png?v=2\" type=\"image/png\" sizes=\"16x16\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-57x57.png?v=2\" type=\"image/png\" sizes=\"57x57\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-60x60.png?v=2\" type=\"image/png\" sizes=\"60x60\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-72x72.png?v=2\" type=\"image/png\" sizes=\"72x72\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-76x76.png?v=2\" type=\"image/png\" sizes=\"76x76\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-114x114.png?v=2\" type=\"image/png\" sizes=\"114x114\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-120x120.png?v=2\" type=\"image/png\" sizes=\"120x120\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-144x144.png?v=2\" type=\"image/png\" sizes=\"144x144\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-152x152.png?v=2\" type=\"image/png\" sizes=\"152x152\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-180x180.png?v=2\" type=\"image/png\" sizes=\"180x180\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script></head><body><div hidden=\"\"><!--$--><!--/$--></div><script src=\"/_next/static/chunks/webpack-06fb814f1941022b.js\" id=\"_R_\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:\\\"$Sreact.fragment\\\"\\n2:I[92532,[],\\\"\\\"]\\n3:I[67986,[],\\\"\\\"]\\n6:I[95633,[],\\\"OutletBoundary\\\"]\\n7:\\\"$Sreact.suspense\\\"\\na:I[95633,[],\\\"ViewportBoundary\\\"]\\nc:I[95633,[],\\\"MetadataBoundary\\\"]\\ne:I[25715,[\\\"4219\\\",\\\"static/chunks/app/global-error-79d6adee46113080.js\\\"],\\\"default\\\"]\\n10:I[1329,[\\\"9178\\\",\\\"static"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html; charset=utf-8",
          "length": 249912,
          "text": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/static/media/mstile-144x144.0acf1eee.png\"/><meta name=\"google\" content=\"notranslate\"/><meta name=\"google-site-verification\" content=\"mi8UihJ62TwmSIWzo3T2hTonoldlWaR0UscpqRKDVcA\"/><meta property=\"og:title\" content=\"Mentimeter\"/><meta property=\"og:site_name\" content=\"Mentimeter\"/><meta property=\"og:locale\" content=\"en_US\"/><meta property=\"og:type\" content=\"website\"/><meta name=\"twitter:card\" content=\"summary_large_image\"/><meta name=\"twitter:site\" content=\"@Mentimeter\"/><meta name=\"twitter:creator\" content=\"@Mentimeter\"/><meta name=\"twitter:title\" content=\"Mentimeter\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-96x96.png?v=2\" type=\"image/png\" sizes=\"96x96\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-192x192.png?v=2\" type=\"image/png\" sizes=\"192x192\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-64x64.png?v=2\" type=\"image/png\" sizes=\"64x64\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-32x32.png?v=2\" type=\"image/png\" sizes=\"32x32\"/><link rel=\"icon\" href=\"https://static.mentimeter.com/assets/logotype/favicon-16x16.png?v=2\" type=\"image/png\" sizes=\"16x16\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-57x57.png?v=2\" type=\"image/png\" sizes=\"57x57\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-60x60.png?v=2\" type=\"image/png\" sizes=\"60x60\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-72x72.png?v=2\" type=\"image/png\" sizes=\"72x72\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-76x76.png?v=2\" type=\"image/png\" sizes=\"76x76\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-114x114.png?v=2\" type=\"image/png\" sizes=\"114x114\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-120x120.png?v=2\" type=\"image/png\" sizes=\"120x120\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-144x144.png?v=2\" type=\"image/png\" sizes=\"144x144\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-152x152.png?v=2\" type=\"image/png\" sizes=\"152x152\"/><link rel=\"apple-touch-icon\" href=\"https://static.mentimeter.com/assets/logotype/apple-touch-icon-180x180.png?v=2\" type=\"image/png\" sizes=\"180x180\"/><script src=\"/_next/static/chunks/polyfills-42372ed130431b0a.js\" noModule=\"\"></script></head><body><div hidden=\"\"><!--$--><!--/$--></div><script src=\"/_next/static/chunks/webpack-06fb814f1941022b.js\" id=\"_R_\" async=\"\"></script><script>(self.__next_f=self.__next_f||[]).push([0])</script><script>self.__next_f.push([1,\"1:\\\"$Sreact.fragment\\\"\\n2:I[92532,[],\\\"\\\"]\\n3:I[67986,[],\\\"\\\"]\\n6:I[95633,[],\\\"OutletBoundary\\\"]\\n7:\\\"$Sreact.suspense\\\"\\na:I[95633,[],\\\"ViewportBoundary\\\"]\\nc:I[95633,[],\\\"MetadataBoundary\\\"]\\ne:I[25715,[\\\"4219\\\",\\\"static/chunks/app/global-error-79d6adee46113080.js\\\"],\\\"default\\\"]\\n10:I[1329,[\\\"9178\\\",\\\"static"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

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

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

Issue

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

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

Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 249900
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 249912
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

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

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

Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html id=\"__next_error__\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/webpack-06fb814f1941022b.js\"/><script src=\"/_next/static/chunks/87c73c54-f7a4a599999149e6.js\" async=\"\"></script><script src=\"/_next/static/chunks/6960-44845c7c176e677d.js\" async=\"\"></script><script src=\"/_next/static/chunks/main-app-cbf0f5365148cafa.js\" async=\"\"></script><script src=\"/_next/static/chunks/app/global-error-79d6adee46113080.js\" async=\"\"></script><meta name=\"robots\" content=\"noindex\"/><meta name=\"theme-color\" content=\"#ffffff\"/><title>Mentimeter</title><meta name=\"msapplication-TileColor\" content=\"#ffffff\"/><meta name=\"msapplication-TileImage\" content=\"/_next/sta"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish resource and authorization_servers as absolute URLs."
    },
    {
      "id": "resource-identity",
      "title": "Validate protected resource identity",
      "status": "fail",
      "evidence": {
        "expectedResource": "https://www.mentimeter.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://www.mentimeter.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.mentimeter.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://www.mentimeter.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

SEOSEOBrowser audit

Links are not crawlable

100 Fail

Check name

Links are not crawlable

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

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

References

https://developer.chrome.com/docs/lighthouse/seo/

Evidence

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

Performance and AccessibilityPerformanceBrowser audit

Reduce unused JavaScript

14 Fail

Check name

Reduce unused JavaScript

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 443 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/).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 443 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": 40
}

Performance and AccessibilityPerformanceBrowser audit

Render-blocking requests

14 Fail

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 180 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.

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 180 ms",
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

7 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 16,595 KiB

Fix guidance

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

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Total size was 16,595 KiB",
  "description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
  "numericValue": 16992973
}

Performance and AccessibilityPerformanceBrowser audit

Improve image delivery

7 Warning

Check name

Improve image delivery

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 35 KiB

Fix guidance

Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 35 KiB",
  "description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}

Performance and AccessibilityPerformanceBrowser audit

Legacy JavaScript

7 Warning

Check name

Legacy JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 13 KiB

Fix guidance

Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 13 KiB",
  "description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

7 Warning

Check name

Use efficient cache lifetimes

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 36 KiB

Fix guidance

A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).

References

https://web.dev/learn/performance/

Evidence

{
  "displayValue": "Est savings of 36 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

3 Fail

Check name

Loading performance

Score

82/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

https://web.dev/learn/performance/

Evidence

{
  "checks": [
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 86,
      "displayValue": "140 ms",
      "numericValue": 143.0000000000001
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 100,
      "displayValue": "0.4 s",
      "numericValue": 401.0030746582491
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 51,
      "displayValue": "340 ms",
      "numericValue": 339.5000000000001
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 92,
      "displayValue": "2.3 s",
      "numericValue": 2331.5435598041704
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "110 ms",
      "numericValue": 113.57396999999999
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 32,
      "displayValue": "2.8 s",
      "numericValue": 2811.7003946761747
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 30 ms",
      "numericValue": 26
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 96,
      "displayValue": "0.9 s",
      "numericValue": 921.0080709779036
    }
  ]
}

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Scan date	Score	Readiness	Report
Jun 10, 2026	72/100	Level 3, Bot-Aware	Current report