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https://slack.com/intl/en-in/

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Jun 5, 2026, 4:12 AM

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https://slack.com/intl/en-in/

SCANNED

Jun 5, 2026, 4:12:52 AMJun 5, 2026, 4:12 AM

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41/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Slack | AI work platform and productivity tools

Boost productivity and save time with Slack‌ – ‌the AI work platform for managing projects, automating workflows and connecting teams securely. Start working smarter today.

Next step

Turn this report into a fix workflow

26 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	29	Priority fix	7	17	0	View details
Discoverability	29	Priority fix	2	7	0	View details
Content Readiness	50	Needs work	5	6	0	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	10	Priority fix	10	26	2	View details
API	17	Priority fix	1	8	0	View details
Auth	Not Applicable	Not Applicable	5	4	0	View details
MCP	13	Priority fix	0	6	2	View details
Skill Discovery	0	Priority fix	0	8	0	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	71	Needs work	5	1	14	View details
GEO Readiness	79	Mostly ready	2	0	4
AIO Readiness	63	Needs work	2	1	4	View details
AEO Readiness	71	Needs work	1	0	6
SEO	92	Strong	10	1	0	View details
SEO	92	Strong	10	1	0	View details
Security & Trust	60	Needs work	7	2	0	View details
Security & Trust	60	Needs work	3	2	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	47	Priority fix	23	4	0	View details
Performance	20	Priority fix	9	4	0	View details
Accessibility	98	Strong	14	0	0

Prioritized recommendations

Issues ranked by score impact

46 items need attention

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

50 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
}

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

50 Fail

Needs attention

X-Content-Type-Options

Failed check

Issue

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

Why it matters

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

Check name

X-Content-Type-Options

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent MIME sniffing for browser-loaded resources.

Result

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

Evidence

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

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

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

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check

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": []
}

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

33 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html lang=\"en-US\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><script type=\"text/javascript\" crossorigin=\"anonymous\" src=\"https://a.slack-edge.com/bv1-13-br/webpack.manifest.9a3fdc5d8e0fa8c0627a.min.js\" onload=\"window._cdn ? _cdn.ok(this, arguments) : null\" onerror=\"window._cdn ? _cdn.failed(this, arguments) : null\"></script><script>window.ts_endpoint_url = \"https:\\/\\/slack.com\\/beacon\\/timing\";(function(e) {\n\tvar n=Date.now?Date.now():+new Date,r=e.performance||{},t=[],a={},i=function(e,n){for(var r=0,a=t.length,i=[];a>r;r++)t[r][e]==n&&i.push(t[r]);return i},o=function(e,n){for(var r,a=t.length;a--;)r=t[a],r.entryType!=e||void 0!==n&&r.name!=n||t.splice(a,1)};r.now||(r.now=r.webkitNow||r.mozNow||r.msNow||function(){return(Date.now?Date.now():+new Date)-n}),r.mark|"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

33 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 DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

Evidence

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

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

33 Fail

Needs attention

Markdown negotiation

Failed check

Issue

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

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "Content-Type \"text/html; charset=utf-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 30439,
        "excerpt": "<!DOCTYPE html><html lang=\"en-IN\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><link rel=\"preconnect\" href=\"https://d34u8crftukxnk.cloudfront.net\"><script type=\"text/human\">\n/*\n\n          ++++      :::::                              ",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

33 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.

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 JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.

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 lang=\"en-US\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><script type=\"text/javascript\" crossorigin=\"anonymous\" src=\"https://a.slack-edge.com/bv1-13-br/webpack.manifest.9a3fdc5d8e0fa8c0627a.min.js\" onload=\"window._cdn ? _cdn.ok(this, arguments) : null\" onerror=\"window._cdn ? _cdn.failed(this, arguments) : null\"></script><script>window.ts_endpoint_url = \"https:\\/\\/slack.com\\/beacon\\/timing\";(function(e) {\n\tvar n=Date.now?Date.now():+new Date,r=e.performance||{},t=[],a={},i=function(e,n){for(var r=0,a=t.length,i=[];a>r;r++)t[r][e]==n&&i.push(t[r]);return i},o=function(e,n){for(var r,a=t.length;a--;)r=t[a],r.entryType!=e||void 0!==n&&r.name!=n||t.splice(a,1)};r.now||(r.now=r.webkitNow||r.mozNow||r.msNow||function(){return(Date.now?Date.now():+new Date)-n}),r.mark|"
          },
          {
            "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 lang=\"en-US\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><script type=\"text/javascript\" crossorigin=\"anonymous\" src=\"https://a.slack-edge.com/bv1-13-br/webpack.manifest.9a3fdc5d8e0fa8c0627a.min.js\" onload=\"window._cdn ? _cdn.ok(this, arguments) : null\" onerror=\"window._cdn ? _cdn.failed(this, arguments) : null\"></script><script>window.ts_endpoint_url = \"https:\\/\\/slack.com\\/beacon\\/timing\";(function(e) {\n\tvar n=Date.now?Date.now():+new Date,r=e.performance||{},t=[],a={},i=function(e,n){for(var r=0,a=t.length,i=[];a>r;r++)t[r][e]==n&&i.push(t[r]);return i},o=function(e,n){for(var r,a=t.length;a--;)r=t[a],r.entryType!=e||void 0!==n&&r.name!=n||t.splice(a,1)};r.now||(r.now=r.webkitNow||r.mozNow||r.msNow||function(){return(Date.now?Date.now():+new Date)-n}),r.mark|"
          },
          {
            "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 lang=\"en-US\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><script type=\"text/javascript\" crossorigin=\"anonymous\" src=\"https://a.slack-edge.com/bv1-13-br/webpack.manifest.9a3fdc5d8e0fa8c0627a.min.js\" onload=\"window._cdn ? _cdn.ok(this, arguments) : null\" onerror=\"window._cdn ? _cdn.failed(this, arguments) : null\"></script><script>window.ts_endpoint_url = \"https:\\/\\/slack.com\\/beacon\\/timing\";(function(e) {\n\tvar n=Date.now?Date.now():+new Date,r=e.performance||{},t=[],a={},i=function(e,n){for(var r=0,a=t.length,i=[];a>r;r++)t[r][e]==n&&i.push(t[r]);return i},o=function(e,n){for(var r,a=t.length;a--;)r=t[a],r.entryType!=e||void 0!==n&&r.name!=n||t.splice(a,1)};r.now||(r.now=r.webkitNow||r.mozNow||r.msNow||function(){return(Date.now?Date.now():+new Date)-n}),r.mark|"
          },
          {
            "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 lang=\"en-US\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><script type=\"text/javascript\" crossorigin=\"anonymous\" src=\"https://a.slack-edge.com/bv1-13-br/webpack.manifest.9a3fdc5d8e0fa8c0627a.min.js\" onload=\"window._cdn ? _cdn.ok(this, arguments) : null\" onerror=\"window._cdn ? _cdn.failed(this, arguments) : null\"></script><script>window.ts_endpoint_url = \"https:\\/\\/slack.com\\/beacon\\/timing\";(function(e) {\n\tvar n=Date.now?Date.now():+new Date,r=e.performance||{},t=[],a={},i=function(e,n){for(var r=0,a=t.length,i=[];a>r;r++)t[r][e]==n&&i.push(t[r]);return i},o=function(e,n){for(var r,a=t.length;a--;)r=t[a],r.entryType!=e||void 0!==n&&r.name!=n||t.splice(a,1)};r.now||(r.now=r.webkitNow||r.mozNow||r.msNow||function(){return(Date.now?Date.now():+new Date)-n}),r.mark|"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 200,
            "contentType": "application/json; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\"ok\":false,\"error\":\"unknown_method\",\"req_method\":\"openapi.json\"}"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 200,
            "contentType": "application/json; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
            "compatibleContentType": true,
            "format": "json",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "operationWarnings": [
              {
                "field": "servers",
                "issue": "No servers array declared."
              },
              {
                "field": "components.securitySchemes",
                "issue": "No security schemes or explicit no-auth declaration."
              }
            ],
            "hasServers": false,
            "hasSecuritySchemes": false,
            "hasExplicitNoAuth": false,
            "rawExcerpt": "{\"ok\":false,\"error\":\"unknown_method\",\"req_method\":\"swagger.json\"}"
          },
          {
            "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 lang=\"en-US\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><script type=\"text/javascript\" crossorigin=\"anonymous\" src=\"https://a.slack-edge.com/bv1-13-br/webpack.manifest.9a3fdc5d8e0fa8c0627a.min.js\" onload=\"window._cdn ? _cdn.ok(this, arguments) : null\" onerror=\"window._cdn ? _cdn.failed(this, arguments) : null\"></script><script>window.ts_endpoint_url = \"https:\\/\\/slack.com\\/beacon\\/timing\";(function(e) {\n\tvar n=Date.now?Date.now():+new Date,r=e.performance||{},t=[],a={},i=function(e,n){for(var r=0,a=t.length,i=[];a>r;r++)t[r][e]==n&&i.push(t[r]);return i},o=function(e,n){for(var r,a=t.length;a--;)r=t[a],r.entryType!=e||void 0!==n&&r.name!=n||t.splice(a,1)};r.now||(r.now=r.webkitNow||r.mozNow||r.msNow||function(){return(Date.now?Date.now():+new Date)-n}),r.mark|"
          }
        ]
      },
      "issue": "OpenAPI JSON document did not match the expected shape. unsupported version: ; missing info.title; missing info.version; no paths defined; no operations defined.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

33 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: 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": true,
  "headingOrder": true,
  "accessibleLinks": true,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [
      "<input id=\"vendor-search-handler\" type=\"text\" name=\"vendor-search-handler\" placeholder=\"Search&#x2026;\" aria-label=\"Cookie list search\">"
    ],
    "imagesMissingAlt": [
      "<img width=\"1\" height=\"1\" aria-hidden=\"true\" src=\"blob:https://slack.com/c6deddae-7831-43ba-a796-ea578929a3c9\" style=\"display: none;\">"
    ],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 1,
    "headings": 42,
    "links": 291,
    "inaccessibleLinks": 0,
    "buttons": 43,
    "inaccessibleButtons": 0,
    "images": 93,
    "imagesWithAlt": 92,
    "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".

33 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": 46377
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

25 Fail

Needs attention

A2A Agent Card

Failed check

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": 46305
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46323
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46255
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

25 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

Fetch to find resource
Agent Skills index was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46339
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46315
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

25 Fail

Needs attention

agent.json

Failed check

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": 46285
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46235
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

25 Fail

Needs attention

agents.json

Failed check

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": 46289
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46239
          }
        ]
      },
      "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 "Fetch to find resource".

25 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

Fetch to find resource
MCP Server Card was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46327
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46331
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46277
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46227
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46277
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46327
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

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": 46289
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46239
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 46227
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

FAQPage schema

FAQPage schema is missing or incomplete.

20 Fail

Needs attention

FAQPage schema

Failed check

Issue

FAQ content was detected but no FAQPage schema was found.

Why it matters

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

Check name

FAQPage schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

FAQPage schema is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

20 Fail

Needs attention

High-value schema types

Failed check

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": []
}

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

20 Fail

Needs attention

JSON-LD present

Failed check

Issue

No JSON-LD blocks found.

Why it matters

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

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

JSON-LD present is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

20 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

20 Fail

Needs attention

Organization / WebSite schema

Failed check

Issue

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

Why it matters

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

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence

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

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint failed at "Validate resource body".

17 Fail

Needs attention

AI context endpoint

Failed check

Issue

AI context JSON is too short or not an object.

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

50/100

Status

fail

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 failed at "Validate resource body".

Validation steps

Validate resource body
AI context JSON is too short or not an object.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/api/context",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": true,
        "issue": "AI context JSON is too short or not an object.",
        "rawExcerpt": "{\"ok\":false,\"error\":\"unknown_method\",\"req_method\":\"context\"}"
      },
      "issue": "AI context JSON is too short or not an object.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

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

13 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

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

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

Result

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

Validation steps

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="ot-group-id-3"> is missing tool-param-description.
<input name="ot-group-id-4"> is missing tool-param-description.
<input name="vendor-search-handler"> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
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": 0,
        "formsWithTags": 0,
        "totalInteractive": 341,
        "interactiveWithTags": 0,
        "totalCount": 341,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"ot-group-id-3\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-4\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 11,
        "issues": [
          "<input name=\"ot-group-id-3\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-4\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-3\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"ot-group-id-4\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"vendor-search-handler\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 0,
        "formsWithTags": 0,
        "totalInteractive": 341,
        "interactiveWithTags": 0,
        "totalCount": 341,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"ot-group-id-3\"> is missing tool-param-description.",
          "<input name=\"ot-group-id-4\"> is missing tool-param-description.",
          "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 0,
    "formsWithTags": 0,
    "totalInteractive": 341,
    "interactiveWithTags": 0,
    "totalCount": 341,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"ot-group-id-3\"> is missing tool-param-description.",
      "<input name=\"ot-group-id-4\"> is missing tool-param-description.",
      "<input name=\"vendor-search-handler\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

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

10 Fail

Needs attention

AIO: Visible structured data match

Failed check

Issue

No JSON-LD structured data was detected.

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: Visible structured data match

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

5 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, optional visible FAQ or FAQPage schema, JSON-LD structured data.

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: Extraction-friendly structure

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 7,
  "schemaBlocks": 0,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema",
    "JSON-LD structured data"
  ],
  "score": 60,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

4 Warning

Needs attention

AIO: Source and trust signals

Warning

Issue

Missing AIO trust signals: 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

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": true,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "Slack",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://slack.com/intl/en-in/whats-new#043026_slackbot_slack",
      "text": "Link may open in new tabFeature enhancementSlackbot Slack ActionsSlackbot can now act inside Slack, not just answer questions about it.",
      "html": "<a href=\"https://slack.com/intl/en-in/whats-new#043026_slackbot_slack\" rel aria-describedby=\"promo_aria_description\" data-clog-click data-clog-ui-element=\"link_promo_cta\" data-clog-ui-step=\"page_home\" data-clog-ui-component=\"inc_promo\" data-clog-params=\"trigger=/whats-new#043026_slackbot_slack\" class=\"c-promo v--border c-home-whats-new-module__card\"><span class=\"u-visually-hidden\" aria-hidden=\"true\" id=\"promo_aria_description\">Link may open in new tab</span><div class=\"c-promo__content\" role=..."
    },
    {
      "href": "https://slack.com/intl/en-in/features/slackbot",
      "text": "Learn more about Slackbot",
      "html": "<a href=\"https://slack.com/intl/en-in/features/slackbot\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn more about Slackbot</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/ai",
      "text": "Learn about AI-powered search",
      "html": "<a href=\"https://slack.com/intl/en-in/features/ai\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about AI-powered search</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/crm",
      "text": "Learn about Salesforce in Slack",
      "html": "<a href=\"https://slack.com/intl/en-in/features/crm\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about Salesforce in Slack</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/channels",
      "text": "Learn about channels",
      "html": "<a href=\"https://slack.com/intl/en-in/features/channels\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about channels</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/huddles",
      "text": "Learn about huddles",
      "html": "<a href=\"https://slack.com/intl/en-in/features/huddles\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about huddles</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/connect",
      "text": "Learn about Slack connect",
      "html": "<a href=\"https://slack.com/intl/en-in/connect\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about Slack connect</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/workflow-automation",
      "text": "Learn about workflows",
      "html": "<a href=\"https://slack.com/intl/en-in/features/workflow-automation\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about workflows</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/task-list",
      "text": "Learn about lists",
      "html": "<a href=\"https://slack.com/intl/en-in/features/task-list\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about lists</a>"
    },
    {
      "href": "https://slack.dev",
      "text": "Learn about dev tools",
      "html": "<a href=\"https://slack.dev\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about dev tools</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/trust/security",
      "text": "Learn about security",
      "html": "<a href=\"https://slack.com/intl/en-in/trust/security\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about security</a>"
    },
    {
      "href": "https://www.linkedin.com/company/tiny-spec-inc/",
      "text": "",
      "html": "<a data-clog-click data-clog-ui-component=\"inc_footer_exp_nav\" data-clog-ui-element=\"link_social_linkedin_exp_nav\" aria-label=\"LinkedIn\" title=\"LinkedIn\" target=\"_blank\" rel=\"noopener\" href=\"https://www.linkedin.com/company/tiny-spec-inc/\" data-qa=\"linkedin\"><svg width=\"18\" height=\"18\" version=\"1\" viewBox=\"0 0 18 18\" xmlns=\"http://www.w3.org/2000/svg\" role=\"presentation\"><path d=\"M1.84613 3.69226C2.86519 3.69226 3.69226 2.86519 3.69226 1.84613C3.69226 0.827067 2.86519 0 1.84613 0C0.827067 0 0..."
    },
    {
      "href": "https://slack.com/intl/en-in/about",
      "text": "About us",
      "html": "<a href=\"https://slack.com/intl/en-in/about\" data-clog-click data-clog-ui-element=\"link_about_us_exp_footer\" data-clog-ui-component=\"inc_footer_exp_nav\"><div class=\"nav_link_label\"><div>About us</div></div></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "https://slack.com/intl/en-in/help",
      "text": "Help Centre",
      "html": "<a class=\"nav_sidebar_link\" href=\"https://slack.com/intl/en-in/help\" data-clog-click data-clog-ui-element=\"link_help_exp_nav\" data-clog-ui-component=\"inc_header_exp_nav\">Help Centre</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/help/requests/new",
      "text": "Customer support",
      "html": "<a class=\"nav_sidebar_link\" href=\"https://slack.com/intl/en-in/help/requests/new\" data-clog-click data-clog-ui-element=\"link_customer_support_exp_nav\" data-clog-ui-component=\"inc_header_exp_nav\">Customer support</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/contact-sales",
      "text": "Request a demo",
      "html": "<a href=\"https://slack.com/intl/en-in/contact-sales\" class=\"c-button v--secondary v--left search-hide-element c-nav--signed-out__contact_sales v--prospect\" data-gtm-click=\"ContactSales\" data-clog-click data-clog-ui-element=\"link_contact_sales\" data-clog-ui-component=\"inc_header_nav_deux\" data-qa=\"link_contact_sales\">Request a demo</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/help",
      "text": "Help Centre",
      "html": "<a class=\"nav_sidebar_link\" href=\"https://slack.com/intl/en-in/help\" data-clog-click data-clog-ui-element=\"link_help_exp_nav\" data-clog-ui-component=\"inc_header_exp_nav\">Help Centre</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/help/requests/new",
      "text": "Customer support",
      "html": "<a class=\"nav_sidebar_link\" href=\"https://slack.com/intl/en-in/help/requests/new\" data-clog-click data-clog-ui-element=\"link_customer_support_exp_nav\" data-clog-ui-component=\"inc_header_exp_nav\">Customer support</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/contact-sales",
      "text": "Request a demo",
      "html": "<a href=\"https://slack.com/intl/en-in/contact-sales\" class=\"c-button v--secondary v--left\" data-gtm-click=\"ContactSales\" data-clog-click data-clog-ui-element=\"link_contact_sales\" data-clog-ui-component=\"inc_mobile_nav_deux\" data-qa=\"link_contact_sales\">Request a demo</a>"
    },
    {
      "href": "https://www.youtube.com/embed/nl66SzwkGKU",
      "text": "Slackbot helps MrBeast to create viral videos.",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=nl66SzwkGKU\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"nl66SzwkGKU\" aria-label=\"Watch video: Slackbot helps MrBeast to create viral videos.\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/nl66SzwkGKU\"><div class=\"comp-customer-videos__card active\" style=\"background-image: url(&apos;/marketing/img/homepag..."
    },
    {
      "href": "https://www.youtube.com/embed/o2c2_EGP8w4",
      "text": "Slack helps Box bring agents to every employee",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=o2c2_EGP8w4\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"o2c2_EGP8w4\" aria-label=\"Watch video: Slack helps Box bring agents to every employee\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/o2c2_EGP8w4\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;marketing/img/homepage/revamp..."
    },
    {
      "href": "https://www.youtube.com/embed/8NjVIWfje1o",
      "text": "Slack helps Rivian to do business in the fast lane",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=8NjVIWfje1o\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"8NjVIWfje1o\" aria-label=\"Watch video: Slack helps Rivian to do business in the fast lane\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/8NjVIWfje1o\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;marketing/img/homepage/re..."
    },
    {
      "href": "https://www.youtube.com/embed/nl66SzwkGKU",
      "text": "Slackbot helps MrBeast to create viral videos.",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=nl66SzwkGKU\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"nl66SzwkGKU\" aria-label=\"Watch video: Slackbot helps MrBeast to create viral videos.\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/nl66SzwkGKU\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;/marketing/img/homepage/revam..."
    },
    {
      "href": "https://www.youtube.com/embed/o2c2_EGP8w4",
      "text": "Slack helps Box bring agents to every employee",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=o2c2_EGP8w4\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"o2c2_EGP8w4\" aria-label=\"Watch video: Slack helps Box bring agents to every employee\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/o2c2_EGP8w4\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;marketing/img/homepage/revamp..."
    },
    {
      "href": "https://www.youtube.com/embed/8NjVIWfje1o",
      "text": "Slack helps Rivian to do business in the fast lane",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=8NjVIWfje1o\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"8NjVIWfje1o\" aria-label=\"Watch video: Slack helps Rivian to do business in the fast lane\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/8NjVIWfje1o\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;marketing/img/homepage/re..."
    },
    {
      "href": "https://slack.com/intl/en-in/contact-sales",
      "text": "Request a demo",
      "html": "<a href=\"https://slack.com/intl/en-in/contact-sales\" class=\"c-button v--secondary v--reverse\" data-clog-click data-clog-ui-element=\"link_contact_sales\" data-clog-ui-component=\"inc_cta_footer\" data-qa=\"footer_cta_contact_sales\">Request a demo</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/help",
      "text": "Help Centre",
      "html": "<a href=\"https://slack.com/intl/en-in/help\" data-clog-click data-clog-ui-element=\"link_help_center_exp_footer\" data-clog-ui-component=\"inc_footer_exp_nav\"><div class=\"nav_link_label\"><div>Help Centre</div></div></a>"
    },
    {
      "href": "https://slack.com/intl/en-in/help",
      "text": "Contact us",
      "html": "<a href=\"https://slack.com/intl/en-in/help\" data-clog-click data-clog-ui-element=\"link_contact_us_exp_footer\" data-clog-ui-component=\"inc_footer_exp_nav\"><div class=\"nav_link_label\"><div>Contact us</div></div></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://slack.com/intl/en-in/trust/privacy/privacy-policy",
      "text": "Privacy",
      "html": "<a data-clog-click data-clog-ui-component=\"inc_footer_exp_nav\" data-clog-ui-element=\"link_privacy_policy_exp_nav\" href=\"https://slack.com/intl/en-in/trust/privacy/privacy-policy\" data-qa=\"legal_privacy_policy\">Privacy</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/legal",
      "text": "Terms",
      "html": "<a data-clog-click data-clog-ui-component=\"inc_footer_exp_nav\" data-clog-ui-element=\"link_legal_exp_nav\" href=\"https://slack.com/intl/en-in/legal\" data-qa=\"legal_terms\">Terms</a>"
    },
    {
      "href": "https://www.salesforce.com/form/other/privacy-request/",
      "text": "Your privacy choices",
      "html": "<a class=\"privacy-choice\" href=\"https://www.salesforce.com/form/other/privacy-request/\" data-clog-click data-clog-ui-component=\"inc_footer_exp_nav\" data-clog-ui-element=\"link_privacy_choice_exp_nav\" aria-label=\"Your privacy choices\" title=\"Your privacy choices\" target=\"_blank\" rel=\"noopener\" data-qa=\"privacy-choice\"><span>Your privacy choices</span><img src=\"https://a.slack-edge.com/fd21de4/marketing/img/nav/ccpa.svg\" alt></a>"
    }
  ],
  "score": 60,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

4 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

36 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": 38,
  "passing": 2,
  "failing": [
    {
      "heading": "Reimagine what’s possible with AI and agents.",
      "headingHtml": "<h2 class=\"c-dark-ai-headline\">Reimagine what&#x2019;s possible with AI and agents.</h2>",
      "firstParagraph": "Update deals just by asking Slackbot",
      "paragraphHtml": "<p class=\"u-margin-bottom--flush\"><strong>Update deals just by asking Slackbot</strong></p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "What’s new in Slack",
      "headingHtml": "<h2 class=\"c-home-whats-new-module__headline\">What&#x2019;s new in Slack</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slackbot Skills",
      "headingHtml": "<h3 class=\"c-promo__heading\">Slackbot Skills</h3>",
      "firstParagraph": "Slackbot can do the work for you, and you don’t need to tell it twice.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Slackbot can do the work for you, and you don&#x2019;t need to tell it twice.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Slackbot Email and Calendar Actions",
      "headingHtml": "<h3 class=\"c-promo__heading\">Slackbot Email and Calendar Actions</h3>",
      "firstParagraph": "Leave Slack less.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Leave Slack less.</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Slackbot Scheduled Tasks",
      "headingHtml": "<h3 class=\"c-promo__heading\">Slackbot Scheduled Tasks</h3>",
      "firstParagraph": "Set it and forget it - and let Slackbot handle it.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Set it and forget it - and let Slackbot handle it.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "New Activity Tab",
      "headingHtml": "<h3 class=\"c-promo__heading\">New Activity Tab</h3>",
      "firstParagraph": "Slack just got even more organised - just in time for some spring cleaning.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Slack just got even more organised - just in time for some spring cleaning.</p>",
      "words": 13,
      "direct": false,
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    {
      "heading": "Generate AI Response Step in Workflow Builder",
      "headingHtml": "<h3 class=\"c-promo__heading\">Generate AI Response Step in Workflow Builder</h3>",
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      "paragraphHtml": "<p class=\"c-promo__lede\">Generative AI just became a native step in every Slack workflow.</p>",
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      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
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    {
      "heading": "Slack Developer Kit for Agents",
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    {
      "heading": "Slackbot Slack Actions",
      "headingHtml": "<h3 class=\"c-promo__heading\">Slackbot Slack Actions</h3>",
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      "words": 12,
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      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Knowledge",
      "headingHtml": "<h2 class=\"c-accordion-carousel__section-name\">Knowledge</h2>",
      "firstParagraph": "",
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      "issue": "No paragraph follows this heading."
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    {
      "heading": "People",
      "headingHtml": "<h2 class=\"c-accordion-carousel__section-name\">People</h2>",
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    {
      "heading": "Process",
      "headingHtml": "<h2 class=\"c-accordion-carousel__section-name\">Process</h2>",
      "firstParagraph": "",
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      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Platform",
      "headingHtml": "<h2 class=\"c-accordion-carousel__section-name\">Platform</h2>",
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      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The most innovative companies run their business in Slack.",
      "headingHtml": "<h2 class=\"u-margin-bottom--flush o-content-container\">The most innovative companies run their business in Slack.</h2>",
      "firstParagraph": "",
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      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slackbot helps MrBeast to create viral videos.",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slackbot helps MrBeast to create viral videos.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
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    {
      "heading": "Slack helps Box bring agents to every employee",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slack helps Box bring agents to every employee</h3>",
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      "paragraphHtml": "",
      "words": 0,
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      "issue": "No paragraph follows this heading."
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    {
      "heading": "Caraway brings all the right ingredients together In Slack",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Caraway brings all the right ingredients together In Slack</h3>",
      "firstParagraph": "",
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      "issue": "No paragraph follows this heading."
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    {
      "heading": "Slack helps Rivian to do business in the fast lane",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slack helps Rivian to do business in the fast lane</h3>",
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      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slackbot helps MrBeast to create viral videos.",
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    {
      "heading": "Slack helps Box bring agents to every employee",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slack helps Box bring agents to every employee</h3>",
      "firstParagraph": "",
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      "issue": "No paragraph follows this heading."
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    {
      "heading": "Caraway brings all the right ingredients together In Slack",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Caraway brings all the right ingredients together In Slack</h3>",
      "firstParagraph": "",
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      "issue": "No paragraph follows this heading."
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    {
      "heading": "Slack helps Rivian to do business in the fast lane",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slack helps Rivian to do business in the fast lane</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
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      "issue": "No paragraph follows this heading."
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    {
      "heading": "We’re in the business of growing businesses.",
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    {
      "heading": "Millions of people love to work in Slack.",
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    {
      "heading": "The cost of ‘business as usual’ in the AI era.",
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      "heading": "Unlock agentic productivity for every employee",
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      "heading": "Agentforce 2.0: Agentforce arrives in Slack",
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    {
      "heading": "Ten ways to replace ineffective meetings with Slack",
      "headingHtml": "<h3 class=\"c-promo__heading\">Ten ways to replace ineffective meetings with Slack</h3>",
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    {
      "heading": "Agentforce 2.0: Agentforce arrives in Slack",
      "headingHtml": "<h3 class=\"c-promo__heading\">Agentforce 2.0: Agentforce arrives in Slack</h3>",
      "firstParagraph": "",
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      "heading": "Ten ways to replace ineffective meetings with Slack",
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    {
      "heading": "See all that you can accomplish in Slack.",
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      "paragraphHtml": "<p class=\"c-feature-grid__item__title\">Change region</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
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    {
      "heading": "Privacy Preference Center",
      "headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
      "firstParagraph": "",
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      "words": 0,
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}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

3 Warning

Needs attention

AEO: Answer evidence and trust

Warning

Issue

Missing AIO trust signals: 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

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": true,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
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  "missing": [
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "Slack",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://slack.com/intl/en-in/whats-new#043026_slackbot_slack",
      "text": "Link may open in new tabFeature enhancementSlackbot Slack ActionsSlackbot can now act inside Slack, not just answer questions about it.",
      "html": "<a href=\"https://slack.com/intl/en-in/whats-new#043026_slackbot_slack\" rel aria-describedby=\"promo_aria_description\" data-clog-click data-clog-ui-element=\"link_promo_cta\" data-clog-ui-step=\"page_home\" data-clog-ui-component=\"inc_promo\" data-clog-params=\"trigger=/whats-new#043026_slackbot_slack\" class=\"c-promo v--border c-home-whats-new-module__card\"><span class=\"u-visually-hidden\" aria-hidden=\"true\" id=\"promo_aria_description\">Link may open in new tab</span><div class=\"c-promo__content\" role=..."
    },
    {
      "href": "https://slack.com/intl/en-in/features/slackbot",
      "text": "Learn more about Slackbot",
      "html": "<a href=\"https://slack.com/intl/en-in/features/slackbot\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn more about Slackbot</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/ai",
      "text": "Learn about AI-powered search",
      "html": "<a href=\"https://slack.com/intl/en-in/features/ai\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about AI-powered search</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/crm",
      "text": "Learn about Salesforce in Slack",
      "html": "<a href=\"https://slack.com/intl/en-in/features/crm\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about Salesforce in Slack</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/channels",
      "text": "Learn about channels",
      "html": "<a href=\"https://slack.com/intl/en-in/features/channels\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about channels</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/huddles",
      "text": "Learn about huddles",
      "html": "<a href=\"https://slack.com/intl/en-in/features/huddles\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about huddles</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/connect",
      "text": "Learn about Slack connect",
      "html": "<a href=\"https://slack.com/intl/en-in/connect\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about Slack connect</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/workflow-automation",
      "text": "Learn about workflows",
      "html": "<a href=\"https://slack.com/intl/en-in/features/workflow-automation\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about workflows</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/features/task-list",
      "text": "Learn about lists",
      "html": "<a href=\"https://slack.com/intl/en-in/features/task-list\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about lists</a>"
    },
    {
      "href": "https://slack.dev",
      "text": "Learn about dev tools",
      "html": "<a href=\"https://slack.dev\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about dev tools</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/trust/security",
      "text": "Learn about security",
      "html": "<a href=\"https://slack.com/intl/en-in/trust/security\" class=\"o-section--feature__link c-accordion-carousel__text-link u-margin-top--flush u-margin-bottom--flush\" data-clog-click data-clog-ui-component=\"timed_accordion_carousel\" data-clog-ui-element=\"link_timed_accordion_carousel\">Learn about security</a>"
    },
    {
      "href": "https://www.linkedin.com/company/tiny-spec-inc/",
      "text": "",
      "html": "<a data-clog-click data-clog-ui-component=\"inc_footer_exp_nav\" data-clog-ui-element=\"link_social_linkedin_exp_nav\" aria-label=\"LinkedIn\" title=\"LinkedIn\" target=\"_blank\" rel=\"noopener\" href=\"https://www.linkedin.com/company/tiny-spec-inc/\" data-qa=\"linkedin\"><svg width=\"18\" height=\"18\" version=\"1\" viewBox=\"0 0 18 18\" xmlns=\"http://www.w3.org/2000/svg\" role=\"presentation\"><path d=\"M1.84613 3.69226C2.86519 3.69226 3.69226 2.86519 3.69226 1.84613C3.69226 0.827067 2.86519 0 1.84613 0C0.827067 0 0..."
    },
    {
      "href": "https://slack.com/intl/en-in/about",
      "text": "About us",
      "html": "<a href=\"https://slack.com/intl/en-in/about\" data-clog-click data-clog-ui-element=\"link_about_us_exp_footer\" data-clog-ui-component=\"inc_footer_exp_nav\"><div class=\"nav_link_label\"><div>About us</div></div></a>"
    }
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  "contactLinks": [
    {
      "href": "https://slack.com/intl/en-in/help",
      "text": "Help Centre",
      "html": "<a class=\"nav_sidebar_link\" href=\"https://slack.com/intl/en-in/help\" data-clog-click data-clog-ui-element=\"link_help_exp_nav\" data-clog-ui-component=\"inc_header_exp_nav\">Help Centre</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/help/requests/new",
      "text": "Customer support",
      "html": "<a class=\"nav_sidebar_link\" href=\"https://slack.com/intl/en-in/help/requests/new\" data-clog-click data-clog-ui-element=\"link_customer_support_exp_nav\" data-clog-ui-component=\"inc_header_exp_nav\">Customer support</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/contact-sales",
      "text": "Request a demo",
      "html": "<a href=\"https://slack.com/intl/en-in/contact-sales\" class=\"c-button v--secondary v--left search-hide-element c-nav--signed-out__contact_sales v--prospect\" data-gtm-click=\"ContactSales\" data-clog-click data-clog-ui-element=\"link_contact_sales\" data-clog-ui-component=\"inc_header_nav_deux\" data-qa=\"link_contact_sales\">Request a demo</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/help",
      "text": "Help Centre",
      "html": "<a class=\"nav_sidebar_link\" href=\"https://slack.com/intl/en-in/help\" data-clog-click data-clog-ui-element=\"link_help_exp_nav\" data-clog-ui-component=\"inc_header_exp_nav\">Help Centre</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/help/requests/new",
      "text": "Customer support",
      "html": "<a class=\"nav_sidebar_link\" href=\"https://slack.com/intl/en-in/help/requests/new\" data-clog-click data-clog-ui-element=\"link_customer_support_exp_nav\" data-clog-ui-component=\"inc_header_exp_nav\">Customer support</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/contact-sales",
      "text": "Request a demo",
      "html": "<a href=\"https://slack.com/intl/en-in/contact-sales\" class=\"c-button v--secondary v--left\" data-gtm-click=\"ContactSales\" data-clog-click data-clog-ui-element=\"link_contact_sales\" data-clog-ui-component=\"inc_mobile_nav_deux\" data-qa=\"link_contact_sales\">Request a demo</a>"
    },
    {
      "href": "https://www.youtube.com/embed/nl66SzwkGKU",
      "text": "Slackbot helps MrBeast to create viral videos.",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=nl66SzwkGKU\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"nl66SzwkGKU\" aria-label=\"Watch video: Slackbot helps MrBeast to create viral videos.\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/nl66SzwkGKU\"><div class=\"comp-customer-videos__card active\" style=\"background-image: url(&apos;/marketing/img/homepag..."
    },
    {
      "href": "https://www.youtube.com/embed/o2c2_EGP8w4",
      "text": "Slack helps Box bring agents to every employee",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=o2c2_EGP8w4\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"o2c2_EGP8w4\" aria-label=\"Watch video: Slack helps Box bring agents to every employee\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/o2c2_EGP8w4\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;marketing/img/homepage/revamp..."
    },
    {
      "href": "https://www.youtube.com/embed/8NjVIWfje1o",
      "text": "Slack helps Rivian to do business in the fast lane",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=8NjVIWfje1o\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"8NjVIWfje1o\" aria-label=\"Watch video: Slack helps Rivian to do business in the fast lane\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/8NjVIWfje1o\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;marketing/img/homepage/re..."
    },
    {
      "href": "https://www.youtube.com/embed/nl66SzwkGKU",
      "text": "Slackbot helps MrBeast to create viral videos.",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=nl66SzwkGKU\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"nl66SzwkGKU\" aria-label=\"Watch video: Slackbot helps MrBeast to create viral videos.\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/nl66SzwkGKU\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;/marketing/img/homepage/revam..."
    },
    {
      "href": "https://www.youtube.com/embed/o2c2_EGP8w4",
      "text": "Slack helps Box bring agents to every employee",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=o2c2_EGP8w4\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"o2c2_EGP8w4\" aria-label=\"Watch video: Slack helps Box bring agents to every employee\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/o2c2_EGP8w4\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;marketing/img/homepage/revamp..."
    },
    {
      "href": "https://www.youtube.com/embed/8NjVIWfje1o",
      "text": "Slack helps Rivian to do business in the fast lane",
      "html": "<a class=\"v--top v--flush c-youtube-video--showcase__link\" data-clog-click data-clog-params=\"trigger=8NjVIWfje1o\" data-clog-ui-element=\"btn_play_video\" data-clog-ui-component=\"comp_customer_videos\" data-yt-hash=\"slack-customer-videos\" data-yt=\"8NjVIWfje1o\" aria-label=\"Watch video: Slack helps Rivian to do business in the fast lane\" tabindex=\"-1\" href=\"https://www.youtube.com/embed/8NjVIWfje1o\"><div class=\"comp-customer-videos__card\" style=\"background-image: url(&apos;marketing/img/homepage/re..."
    },
    {
      "href": "https://slack.com/intl/en-in/contact-sales",
      "text": "Request a demo",
      "html": "<a href=\"https://slack.com/intl/en-in/contact-sales\" class=\"c-button v--secondary v--reverse\" data-clog-click data-clog-ui-element=\"link_contact_sales\" data-clog-ui-component=\"inc_cta_footer\" data-qa=\"footer_cta_contact_sales\">Request a demo</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/help",
      "text": "Help Centre",
      "html": "<a href=\"https://slack.com/intl/en-in/help\" data-clog-click data-clog-ui-element=\"link_help_center_exp_footer\" data-clog-ui-component=\"inc_footer_exp_nav\"><div class=\"nav_link_label\"><div>Help Centre</div></div></a>"
    },
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      "href": "https://slack.com/intl/en-in/help",
      "text": "Contact us",
      "html": "<a href=\"https://slack.com/intl/en-in/help\" data-clog-click data-clog-ui-element=\"link_contact_us_exp_footer\" data-clog-ui-component=\"inc_footer_exp_nav\"><div class=\"nav_link_label\"><div>Contact us</div></div></a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://slack.com/intl/en-in/trust/privacy/privacy-policy",
      "text": "Privacy",
      "html": "<a data-clog-click data-clog-ui-component=\"inc_footer_exp_nav\" data-clog-ui-element=\"link_privacy_policy_exp_nav\" href=\"https://slack.com/intl/en-in/trust/privacy/privacy-policy\" data-qa=\"legal_privacy_policy\">Privacy</a>"
    },
    {
      "href": "https://slack.com/intl/en-in/legal",
      "text": "Terms",
      "html": "<a data-clog-click data-clog-ui-component=\"inc_footer_exp_nav\" data-clog-ui-element=\"link_legal_exp_nav\" href=\"https://slack.com/intl/en-in/legal\" data-qa=\"legal_terms\">Terms</a>"
    },
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      "href": "https://www.salesforce.com/form/other/privacy-request/",
      "text": "Your privacy choices",
      "html": "<a class=\"privacy-choice\" href=\"https://www.salesforce.com/form/other/privacy-request/\" data-clog-click data-clog-ui-component=\"inc_footer_exp_nav\" data-clog-ui-element=\"link_privacy_choice_exp_nav\" aria-label=\"Your privacy choices\" title=\"Your privacy choices\" target=\"_blank\" rel=\"noopener\" data-qa=\"privacy-choice\"><span>Your privacy choices</span><img src=\"https://a.slack-edge.com/fd21de4/marketing/img/nav/ccpa.svg\" alt></a>"
    }
  ],
  "score": 60,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

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

GEO: Entity clarity

GEO: Entity clarity scored 85/100 and needs improvement.

2 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: tools, all, people, agents, together.

Details

Why it matters

Check name

GEO: Entity clarity

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: Entity clarity scored 85/100 and needs improvement.

Evidence

{
  "title": "Slack | AI work platform and productivity tools",
  "h1": "All your people and AI agents working together.",
  "description": "Boost productivity and save time with Slack‌ – ‌the AI work platform for managing projects, automating workflows and connecting teams securely. Start working smarter today.",
  "topicOverlap": 0.5,
  "topicTerms": [
    "slack",
    "work",
    "platform",
    "productivity",
    "tools",
    "all",
    "people",
    "agents",
    "working",
    "together"
  ],
  "descriptionTerms": [
    "boost",
    "productivity",
    "save",
    "time",
    "slack",
    "work",
    "platform",
    "managing",
    "projects",
    "automating",
    "workflows",
    "connecting",
    "teams",
    "securely",
    "start",
    "working",
    "smarter",
    "today"
  ],
  "missingFromDescription": [
    "tools",
    "all",
    "people",
    "agents",
    "together"
  ],
  "score": 85,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

AEO: Question-led structure scored 70/100 and needs improvement.

2 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

36 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

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: Question-led structure scored 70/100 and needs improvement.

Evidence

{
  "h2Count": 11,
  "questionH2s": [
    {
      "index": 2,
      "text": "What’s new in Slack",
      "isQuestion": true,
      "html": "<h2 class=\"c-home-whats-new-module__headline\">What&#x2019;s new in Slack</h2>"
    }
  ],
  "hasFaq": false,
  "score": 70,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

2 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

85 image(s) are missing width/height attributes. 3 possible modal/interstitial element(s) detected.

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

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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  "visibleWords": 2280,
  "htmlBytes": 406718,
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      "height": "",
      "loading": "",
      "html": "<img src=\"https://a.slack-edge.com/38f0e7c/marketing/img/nav/slack-salesforce-logo-nav-black.png\" srcset=\"https://a.slack-edge.com/38f0e7c/marketing/img/nav/slack-salesforce-logo-nav-black.png 1x, https://a.slack-edge.com/38f0e7c/marketing/img/nav/[email protected] 2x\" alt=\"Slack\" class=\"c-slacklogo--color\">"
    },
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      "src": "https://a.slack-edge.com/7d8fca7/marketing/img/nav/ai-sparkles.svg",
      "width": "",
      "height": "",
      "loading": "",
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    },
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      "width": "",
      "height": "",
      "loading": "",
      "html": "<img class=\"nav_std_icon\" src=\"https://a.slack-edge.com/b518216/marketing/img/nav/slackbot-nav-icon.svg\" alt>"
    },
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      "width": "",
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      "loading": "",
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      "width": "",
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      "loading": "lazy",
      "html": "<img class=\"nav_story_img lazyload\" alt loading=\"lazy\" data-src=\"https://a.slack-edge.com/11136b7/marketing/img/nav/img-marketplace-nav.jpg\" data-srcset=\"https://a.slack-edge.com/11136b7/marketing/img/nav/img-marketplace-nav.jpg 1x, https://a.slack-edge.com/11136b7/marketing/img/nav/[email protected] 2x\" src=\"https://a.slack-edge.com/11136b7/marketing/img/nav/img-marketplace-nav.jpg\" srcset=\"https://a.slack-edge.com/11136b7/marketing/img/nav/img-marketplace-nav.jpg 1x, https://a.slac..."
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      "loading": "lazy",
      "html": "<img class=\"nav_story_img lazyload\" alt loading=\"lazy\" data-src=\"https://a.slack-edge.com/6dfe43d/marketing/img/homepage/revamped-25/placeholders/img-whats-new-nav-thumbnail.png\" data-srcset=\"https://a.slack-edge.com/6dfe43d/marketing/img/homepage/revamped-25/placeholders/img-whats-new-nav-thumbnail.png 1x, https://a.slack-edge.com/6dfe43d/marketing/img/homepage/revamped-25/placeholders/[email protected] 2x\" src=\"https://a.slack-edge.com/6dfe43d/marketing/img/homepage/revampe..."
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      "width": "",
      "height": "",
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      "loading": "lazy",
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      "width": "",
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      "height": "",
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img style=\"max-height: 7.5rem;\" alt=\"Awarded Grid Leader in Small Business &#x2013; Spring 2026 by G2 market reports\" loading=\"lazy\" class=\"lazyload\" data-src=\"https://a.slack-edge.com/2e87281/marketing/img/homepage/revamped-25/badges/G2_Leader_small_business_spring_2026.png\" data-srcset=\"https://a.slack-edge.com/2e87281/marketing/img/homepage/revamped-25/badges/G2_Leader_small_business_spring_2026.png 1x\" src=\"https://a.slack-edge.com/2e87281/marketing/img/homepage/revamped-25/badges/G2_Lea..."
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img style=\"max-height: 7.5rem;\" alt=\"Awarded Grid Leader in mid-market &#x2013; Spring 2026 by G2 market reports\" loading=\"lazy\" class=\"lazyload\" data-src=\"https://a.slack-edge.com/2e87281/marketing/img/homepage/revamped-25/badges/G2_Leader_mid_market_spring_2026.png\" data-srcset=\"https://a.slack-edge.com/2e87281/marketing/img/homepage/revamped-25/badges/G2_Leader_mid_market_spring_2026.png 1x\" src=\"https://a.slack-edge.com/2e87281/marketing/img/homepage/revamped-25/badges/G2_Leader_mid_mark..."
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    {
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img style=\"max-height: 7.5rem;\" alt=\"Awarded Grid Leader in Enterprise &#x2013; Spring 2026 by G2 market reports\" loading=\"lazy\" class=\"lazyload\" data-src=\"https://a.slack-edge.com/2e87281/marketing/img/homepage/revamped-25/badges/G2_Leader_enterprise_spring_2026.png\" data-srcset=\"https://a.slack-edge.com/2e87281/marketing/img/homepage/revamped-25/badges/G2_Leader_enterprise_spring_2026.png 1x\" src=\"https://a.slack-edge.com/2e87281/marketing/img/homepage/revamped-25/badges/G2_Leader_enterpri..."
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      "height": "",
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      "height": "",
      "loading": "lazy",
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      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Slack user interface with a floating agentforce mascot.\" loading=\"lazy\" class=\"lazyload\" data-src=\"https://a.slack-edge.com/cd054cc/marketing/img/agentforce/lp/updated-img-promo-2.jpg\" data-srcset=\"https://a.slack-edge.com/cd054cc/marketing/img/agentforce/lp/updated-img-promo-2.jpg 1x, https://a.slack-edge.com/cd054cc/marketing/img/agentforce/lp/[email protected] 2x\" src=\"https://a.slack-edge.com/cd054cc/marketing/img/agentforce/lp/updated-img-promo-2.jpg\" srcset=\"https://a..."
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      "src": "https://a.slack-edge.com/938f265/marketing/img/promos/promo-10-ways.png",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"An image of a Slack workspace with a number of users chatting.\" loading=\"lazy\" class=\"lazyload\" data-src=\"https://a.slack-edge.com/938f265/marketing/img/promos/promo-10-ways.png\" data-srcset=\"https://a.slack-edge.com/938f265/marketing/img/promos/promo-10-ways.png 1x, https://a.slack-edge.com/938f265/marketing/img/promos/[email protected] 2x\" src=\"https://a.slack-edge.com/938f265/marketing/img/promos/promo-10-ways.png\" srcset=\"https://a.slack-edge.com/938f265/marketing/img/promos/..."
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      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"A picture of two women clapping at a conference next to a Dreamforce logo.\" loading=\"lazy\" class=\"lazyload\" data-src=\"https://a.slack-edge.com/5903307/marketing/img/thought-leadership/slack-vs-teams/compete-teams-promo.png\" data-srcset=\"https://a.slack-edge.com/5903307/marketing/img/thought-leadership/slack-vs-teams/compete-teams-promo.png 1x, https://a.slack-edge.com/5903307/marketing/img/thought-leadership/slack-vs-teams/[email protected] 2x\" src=\"https://a.slack-edge.com..."
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    {
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img alt=\"Slack Agentforce mascot along with various others.\" loading=\"lazy\" class=\"lazyload\" data-src=\"https://a.slack-edge.com/cd054cc/marketing/img/agentforce/lp/updated-img-promo-1.jpg\" data-srcset=\"https://a.slack-edge.com/cd054cc/marketing/img/agentforce/lp/updated-img-promo-1.jpg 1x, https://a.slack-edge.com/cd054cc/marketing/img/agentforce/lp/[email protected] 2x\" src=\"https://a.slack-edge.com/cd054cc/marketing/img/agentforce/lp/updated-img-promo-1.jpg\" srcset=\"https://a.slac..."
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      "src": "https://a.slack-edge.com/cd054cc/marketing/img/agentforce/lp/updated-img-promo-2.jpg",
      "width": "",
      "height": "",
      "loading": "lazy",
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      "height": "",
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      "src": "https://a.slack-edge.com/38f0e7c/marketing/img/nav/logo.svg",
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  "possibleDialogs": [
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    "<div role=\"alertdialog\" aria-modal=\"true\" aria-describedby=\"ot-pc-desc\" style=\"height: 100%;\" aria-label=\"Privacy Preference Center\"><!-- Close Button --><div class=\"ot-pc-header\"><!-- Logo Tag --><div class=\"ot-pc-logo\" role=\"img\" aria-label=\"Slack Technologies Company Logo\"><img alt=\"Slack Technologies Company Logo\" src=\"https://cdn.cookielaw.org/logos/ddb906c9-f57b-40fc-85a1-c8bcbc371b0d/1ce30484-b023-4ff1-a118-3a9dc53fce45/f83dd0bf-3d5c-47ca-b065-8f247adfeacd/rsz_slack_rgb.png\"></div><but...",
    "<section id=\"ot-fltr-modal\"><div id=\"ot-fltr-cnt\"><button id=\"clear-filters-handler\">Clear</button><div class=\"ot-fltr-scrlcnt ot-pc-scrollbar\"><div class=\"ot-fltr-opts\"><div class=\"ot-fltr-opt\"><div class=\"ot-chkbox\"><input id=\"chkbox-id\" type=\"checkbox\" class=\"category-filter-handler\"> <label for=\"chkbox-id\"><span class=\"ot-label-txt\">checkbox label</span></label> <span class=\"ot-label-status\">label</span></div></div></div><div class=\"ot-fltr-btns\"><button id=\"filter-apply-handler\">Apply</b..."
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  "score": 70,
  "weight": 10
}

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

36 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": 38,
  "passing": 2,
  "failing": [
    {
      "heading": "Reimagine what’s possible with AI and agents.",
      "headingHtml": "<h2 class=\"c-dark-ai-headline\">Reimagine what&#x2019;s possible with AI and agents.</h2>",
      "firstParagraph": "Update deals just by asking Slackbot",
      "paragraphHtml": "<p class=\"u-margin-bottom--flush\"><strong>Update deals just by asking Slackbot</strong></p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "What’s new in Slack",
      "headingHtml": "<h2 class=\"c-home-whats-new-module__headline\">What&#x2019;s new in Slack</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slackbot Skills",
      "headingHtml": "<h3 class=\"c-promo__heading\">Slackbot Skills</h3>",
      "firstParagraph": "Slackbot can do the work for you, and you don’t need to tell it twice.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Slackbot can do the work for you, and you don&#x2019;t need to tell it twice.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Slackbot Email and Calendar Actions",
      "headingHtml": "<h3 class=\"c-promo__heading\">Slackbot Email and Calendar Actions</h3>",
      "firstParagraph": "Leave Slack less.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Leave Slack less.</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Slackbot Scheduled Tasks",
      "headingHtml": "<h3 class=\"c-promo__heading\">Slackbot Scheduled Tasks</h3>",
      "firstParagraph": "Set it and forget it - and let Slackbot handle it.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Set it and forget it - and let Slackbot handle it.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "New Activity Tab",
      "headingHtml": "<h3 class=\"c-promo__heading\">New Activity Tab</h3>",
      "firstParagraph": "Slack just got even more organised - just in time for some spring cleaning.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Slack just got even more organised - just in time for some spring cleaning.</p>",
      "words": 13,
      "direct": false,
      "issue": "First paragraph is 13 words and does not look like a concise direct answer."
    },
    {
      "heading": "Generate AI Response Step in Workflow Builder",
      "headingHtml": "<h3 class=\"c-promo__heading\">Generate AI Response Step in Workflow Builder</h3>",
      "firstParagraph": "Generative AI just became a native step in every Slack workflow.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Generative AI just became a native step in every Slack workflow.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Slack Developer Kit for Agents",
      "headingHtml": "<h3 class=\"c-promo__heading\">Slack Developer Kit for Agents</h3>",
      "firstParagraph": "Building AI agents for Slack just got a whole lot faster.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Building AI agents for Slack just got a whole lot faster.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Slackbot Slack Actions",
      "headingHtml": "<h3 class=\"c-promo__heading\">Slackbot Slack Actions</h3>",
      "firstParagraph": "Slackbot can now act inside Slack, not just answer questions about it.",
      "paragraphHtml": "<p class=\"c-promo__lede\">Slackbot can now act inside Slack, not just answer questions about it.</p>",
      "words": 12,
      "direct": false,
      "issue": "First paragraph is 12 words and does not look like a concise direct answer."
    },
    {
      "heading": "Knowledge",
      "headingHtml": "<h2 class=\"c-accordion-carousel__section-name\">Knowledge</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "People",
      "headingHtml": "<h2 class=\"c-accordion-carousel__section-name\">People</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Process",
      "headingHtml": "<h2 class=\"c-accordion-carousel__section-name\">Process</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Platform",
      "headingHtml": "<h2 class=\"c-accordion-carousel__section-name\">Platform</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The most innovative companies run their business in Slack.",
      "headingHtml": "<h2 class=\"u-margin-bottom--flush o-content-container\">The most innovative companies run their business in Slack.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slackbot helps MrBeast to create viral videos.",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slackbot helps MrBeast to create viral videos.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slack helps Box bring agents to every employee",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slack helps Box bring agents to every employee</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Caraway brings all the right ingredients together In Slack",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Caraway brings all the right ingredients together In Slack</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slack helps Rivian to do business in the fast lane",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slack helps Rivian to do business in the fast lane</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slackbot helps MrBeast to create viral videos.",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slackbot helps MrBeast to create viral videos.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slack helps Box bring agents to every employee",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slack helps Box bring agents to every employee</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Caraway brings all the right ingredients together In Slack",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Caraway brings all the right ingredients together In Slack</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Slack helps Rivian to do business in the fast lane",
      "headingHtml": "<h3 class=\"comp-customer-videos__card-copy\">Slack helps Rivian to do business in the fast lane</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "We’re in the business of growing businesses.",
      "headingHtml": "<h2 class=\"comp-stats__headline\">We&#x2019;re in the business of growing businesses.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Millions of people love to work in Slack.",
      "headingHtml": "<h2>Millions of people love to work in Slack.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Your Slack deep dive starts here.",
      "headingHtml": "<h2 class=\"u-margin-top--flush u-margin-bottom--flush\">Your Slack deep dive starts here.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The cost of ‘business as usual’ in the AI era.",
      "headingHtml": "<h3 class=\"c-promo__heading\">The cost of &#x2018;business as usual&#x2019; in the AI era.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Unlock agentic productivity for every employee",
      "headingHtml": "<h3 class=\"c-promo__heading\">Unlock agentic productivity for every employee</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Agentforce 2.0: Agentforce arrives in Slack",
      "headingHtml": "<h3 class=\"c-promo__heading\">Agentforce 2.0: Agentforce arrives in Slack</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Ten ways to replace ineffective meetings with Slack",
      "headingHtml": "<h3 class=\"c-promo__heading\">Ten ways to replace ineffective meetings with Slack</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The cost of ‘business as usual’ in the AI era.",
      "headingHtml": "<h3 class=\"c-promo__heading\">The cost of &#x2018;business as usual&#x2019; in the AI era.</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Unlock agentic productivity for every employee",
      "headingHtml": "<h3 class=\"c-promo__heading\">Unlock agentic productivity for every employee</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Agentforce 2.0: Agentforce arrives in Slack",
      "headingHtml": "<h3 class=\"c-promo__heading\">Agentforce 2.0: Agentforce arrives in Slack</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Ten ways to replace ineffective meetings with Slack",
      "headingHtml": "<h3 class=\"c-promo__heading\">Ten ways to replace ineffective meetings with Slack</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "See all that you can accomplish in Slack.",
      "headingHtml": "<h3 class=\"c-type-headline-primary u-margin-bottom--x-large u-text--reverse\">See all that you can accomplish in Slack.</h3>",
      "firstParagraph": "Change region",
      "paragraphHtml": "<p class=\"c-feature-grid__item__title\">Change region</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    },
    {
      "heading": "Privacy Preference Center",
      "headingHtml": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Cookie List",
      "headingHtml": "<h3>Cookie List</h3>",
      "firstParagraph": "",
      "paragraphHtml": "<p role=\"status\" class=\"ot-scrn-rdr\"></p>",
      "words": 0,
      "direct": false,
      "issue": "First paragraph is 0 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

Missing likely AI Overview intent sections: benefits, 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": "Reimagine what’s possible with AI and agents.",
      "html": "<h2 class=\"c-dark-ai-headline\">Reimagine what&#x2019;s possible with AI and agents.</h2>"
    },
    {
      "text": "What’s new in Slack",
      "html": "<h2 class=\"c-home-whats-new-module__headline\">What&#x2019;s new in Slack</h2>"
    },
    {
      "text": "Knowledge",
      "html": "<h2 class=\"c-accordion-carousel__section-name\">Knowledge</h2>"
    },
    {
      "text": "People",
      "html": "<h2 class=\"c-accordion-carousel__section-name\">People</h2>"
    },
    {
      "text": "Process",
      "html": "<h2 class=\"c-accordion-carousel__section-name\">Process</h2>"
    },
    {
      "text": "Platform",
      "html": "<h2 class=\"c-accordion-carousel__section-name\">Platform</h2>"
    },
    {
      "text": "The most innovative companies run their business in Slack.",
      "html": "<h2 class=\"u-margin-bottom--flush o-content-container\">The most innovative companies run their business in Slack.</h2>"
    },
    {
      "text": "We’re in the business of growing businesses.",
      "html": "<h2 class=\"comp-stats__headline\">We&#x2019;re in the business of growing businesses.</h2>"
    },
    {
      "text": "Millions of people love to work in Slack.",
      "html": "<h2>Millions of people love to work in Slack.</h2>"
    },
    {
      "text": "Your Slack deep dive starts here.",
      "html": "<h2 class=\"u-margin-top--flush u-margin-bottom--flush\">Your Slack deep dive starts here.</h2>"
    },
    {
      "text": "Privacy Preference Center",
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Slack?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Slack work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Slack?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Slack free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Slack compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "benefits",
      "label": "Why use Slack?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Slack free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Slack compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 88/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: tools, all, people, agents, together.

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

88/100

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 88/100 and needs improvement.

Evidence

{
  "title": "Slack | AI work platform and productivity tools",
  "h1": "All your people and AI agents working together.",
  "description": "Boost productivity and save time with Slack‌ – ‌the AI work platform for managing projects, automating workflows and connecting teams securely. Start working smarter today.",
  "topicOverlap": 0.5,
  "definitionCount": 7,
  "topicTerms": [
    "slack",
    "work",
    "platform",
    "productivity",
    "tools",
    "all",
    "people",
    "agents",
    "working",
    "together"
  ],
  "descriptionTerms": [
    "boost",
    "productivity",
    "save",
    "time",
    "slack",
    "work",
    "platform",
    "managing",
    "projects",
    "automating",
    "workflows",
    "connecting",
    "teams",
    "securely",
    "start",
    "working",
    "smarter",
    "today"
  ],
  "missingFromDescription": [
    "tools",
    "all",
    "people",
    "agents",
    "together"
  ],
  "score": 88,
  "weight": 18
}

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: benefits, 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": "Reimagine what’s possible with AI and agents.",
      "html": "<h2 class=\"c-dark-ai-headline\">Reimagine what&#x2019;s possible with AI and agents.</h2>"
    },
    {
      "text": "What’s new in Slack",
      "html": "<h2 class=\"c-home-whats-new-module__headline\">What&#x2019;s new in Slack</h2>"
    },
    {
      "text": "Knowledge",
      "html": "<h2 class=\"c-accordion-carousel__section-name\">Knowledge</h2>"
    },
    {
      "text": "People",
      "html": "<h2 class=\"c-accordion-carousel__section-name\">People</h2>"
    },
    {
      "text": "Process",
      "html": "<h2 class=\"c-accordion-carousel__section-name\">Process</h2>"
    },
    {
      "text": "Platform",
      "html": "<h2 class=\"c-accordion-carousel__section-name\">Platform</h2>"
    },
    {
      "text": "The most innovative companies run their business in Slack.",
      "html": "<h2 class=\"u-margin-bottom--flush o-content-container\">The most innovative companies run their business in Slack.</h2>"
    },
    {
      "text": "We’re in the business of growing businesses.",
      "html": "<h2 class=\"comp-stats__headline\">We&#x2019;re in the business of growing businesses.</h2>"
    },
    {
      "text": "Millions of people love to work in Slack.",
      "html": "<h2>Millions of people love to work in Slack.</h2>"
    },
    {
      "text": "Your Slack deep dive starts here.",
      "html": "<h2 class=\"u-margin-top--flush u-margin-bottom--flush\">Your Slack deep dive starts here.</h2>"
    },
    {
      "text": "Privacy Preference Center",
      "html": "<h2 id=\"ot-pc-title\">Privacy Preference Center</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Slack?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Slack work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Slack?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Slack free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Slack compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "benefits",
      "label": "Why use Slack?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Slack free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Slack compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

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

authorization_endpoint did not behave like an operational OAuth authorization endpoint.

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

Probe authorization endpoint with an authorization-code request
authorization_endpoint did not behave like an operational OAuth authorization endpoint.

Evidence

{
  "failedStep": "authorization-endpoint",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/.well-known/openid-configuration",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "pass",
      "evidence": {
        "valid": true,
        "compatibleContentType": true,
        "missing": [],
        "endpointIssues": [],
        "issuer": "https://slack.com",
        "authorizationEndpoint": "https://slack.com/openid/connect/authorize",
        "tokenEndpoint": "https://slack.com/api/openid.connect.token",
        "jwksUri": "https://slack.com/openid/connect/keys",
        "responseTypesSupported": [
          "code"
        ],
        "grantTypesSupported": [
          "authorization_code"
        ],
        "idTokenSigningAlgValuesSupported": [
          "RS256"
        ],
        "rawExcerpt": "{\"issuer\":\"https://slack.com\",\"authorization_endpoint\":\"https://slack.com/openid/connect/authorize\",\"token_endpoint\":\"https://slack.com/api/openid.connect.token\",\"userinfo_endpoint\":\"https://slack.com/api/openid.connect.userInfo\",\"jwks_uri\":\"https://slack.com/openid/connect/keys\",\"scopes_supported\":[\"openid\",\"profile\",\"email\"],\"response_types_supported\":[\"code\"],\"response_modes_supported\":[\"query\"],\"grant_types_supported\":[\"authorization_code\"],\"subject_types_supported\":[\"public\"],\"id_token_signing_alg_values_supported\":[\"RS256\"],\"claims_supported\":[\"sub\",\"auth_time\",\"iss\"],\"claims_parameter_supported\":false,\"request_parameter_supported\":false,\"request_uri_parameter_supported\":true,\"token_endpoint_auth_methods_supported\":[\"client_secret_post\",\"client_secret_basic\"]}"
      },
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    },
    {
      "id": "authorization-endpoint",
      "title": "Probe authorization endpoint with an authorization-code request",
      "status": "fail",
      "evidence": {
        "url": "https://slack.com/openid/connect/authorize?response_type=code&client_id=can-agent-use-scanner&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Foauth%2Fcallback&scope=openid&state=can-agent-use-probe",
        "method": "GET",
        "statusCode": 404,
        "location": null,
        "contentType": "text/html; charset=utf-8",
        "excerpt": "<!DOCTYPE html><html lang=\"en-US\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><script type=\"text/javascript\" crossorigin=\"anonymous\" src=\"https://a.slack-edge.com/bv1-13-br/webpack.manifest.9a3fdc5d8e0fa8c0627a.min.js\" onload=\"window._cdn ? _cdn.ok(this, arguments) : null\" onerror=\"window._c"
      },
      "issue": "authorization_endpoint did not behave like an operational OAuth authorization endpoint.",
      "howToFix": "Implement an authorization endpoint that can process syntactically valid authorization requests, or remove it from discovery metadata until it exists."
    },
    {
      "id": "authorization-redirect-safety",
      "title": "Reject unregistered authorization redirects",
      "status": "pass",
      "evidence": {
        "url": "https://slack.com/openid/connect/authorize?response_type=code&client_id=can-agent-use-unknown-client&redirect_uri=https%3A%2F%2Fcan-agent-use.invalid%2Fattacker-callback&scope=openid&state=can-agent-use-redirect-safety",
        "method": "GET",
        "statusCode": 404,
        "location": null,
        "redirectedToUntrusted": false,
        "contentType": "text/html; charset=utf-8",
        "excerpt": "<!DOCTYPE html><html lang=\"en-US\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><script type=\"text/javascript\" crossorigin=\"anonymous\" src=\"https://a.slack-edge.com/bv1-13-br/webpack.manifest.9a3fdc5d8e0fa8c0627a.min.js\" onload=\"window._cdn ? _cdn.ok(this, arguments) : null\" onerror=\"window._c"
      },
      "howToFix": "Validate client_id and registered redirect_uri values before redirecting. Return a direct OAuth error for invalid clients or redirect URIs."
    },
    {
      "id": "token-endpoint",
      "title": "Probe token endpoint with advertised grant type",
      "status": "pass",
      "evidence": {
        "url": "https://slack.com/api/openid.connect.token",
        "method": "POST",
        "grantType": "authorization_code",
        "statusCode": 200,
        "oauthError": "invalid_code",
        "contentType": "application/json; charset=utf-8",
        "excerpt": "{\"ok\":false,\"error\":\"invalid_code\"}"
      },
      "howToFix": "Support every advertised grant type enough to return a protocol-appropriate response, or stop advertising unsupported grants."
    },
    {
      "id": "jwks",
      "title": "Fetch and validate jwks_uri",
      "status": "pass",
      "evidence": {
        "jwksUri": "https://slack.com/openid/connect/keys",
        "statusCode": 200,
        "contentType": "application/json; charset=utf-8"
      },
      "howToFix": "Implement the advertised jwks_uri route with usable JWK metadata or remove it from discovery metadata until it exists."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": true
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational

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 lang=\"en-US\" class=\"\" data-cdn=\"https://a.slack-edge.com/\"><head><script type=\"text/javascript\" crossorigin=\"anonymous\" src=\"https://a.slack-edge.com/bv1-13-br/webpack.manifest.9a3fdc5d8e0fa8c0627a.min.js\" onload=\"window._cdn ? _cdn.ok(this, arguments) : null\" onerror=\"window._cdn ? _cdn.failed(this, arguments) : null\"></script><script>window.ts_endpoint_url = \"https:\\/\\/slack.com\\/beacon\\/timing\";(function(e) {\n\tvar n=Date.now?Date.now():+new Date,r=e.performance||{},t=[],a={},i=function(e,n){for(var r=0,a=t.length,i=[];a>r;r++)t[r][e]==n&&i.push(t[r]);return i},o=function(e,n){for(var r,a=t.length;a--;)r=t[a],r.entryType!=e||void 0!==n&&r.name!=n||t.splice(a,1)};r.now||(r.now=r.webkitNow||r.mozNow||r.msNow||function(){return(Date.now?Date.now():+new Date)-n}),r.mark|"
      },
      "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://slack.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://slack.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://slack.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 200,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://slack.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityBest PracticesBrowser audit

Browser errors were logged to the console

100 Fail

Check name

Browser errors were logged to the console

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Fix guidance

Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)

References

https://developer.chrome.com/docs/lighthouse/best-practices/

Evidence

{
  "description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}

SEOSEOBrowser audit

Links do not have descriptive text

100 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

1 link found

Fix guidance

Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).

References

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

Evidence

{
  "displayValue": "1 link found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityPerformanceBrowser audit

Avoid large layout shifts

25 Fail

Check name

Avoid large layout shifts

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

2 layout shifts found

Fix guidance

These are the largest layout shifts observed on the page. Each table item represents a single layout shift, and shows the element that shifted the most. Below each item are possible root causes that led to the layout shift. Some of these layout shifts may not be included in the CLS metric value due to [windowing](https://web.dev/articles/cls#what_is_cls). [Learn how to improve CLS](https://web.dev/articles/optimize-cls)

References

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

Evidence

{
  "displayValue": "2 layout shifts found",
  "description": "These are the largest layout shifts observed on the page. Each table item represents a single layout shift, and shows the element that shifted the most. Below each item are possible root causes that led to the layout shift. Some of these layout shifts may not be included in the CLS metric value due to [windowing](https://web.dev/articles/cls#what_is_cls). [Learn how to improve CLS](https://web.dev/articles/optimize-cls)"
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

25 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

72.9 s

Fix guidance

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

References

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

Evidence

{
  "displayValue": "72.9 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 72875.58400000002
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

18 Fail

Check name

Loading performance

Score

27/100

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": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 1,
      "displayValue": "4.0 s",
      "numericValue": 4049.46115
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 0,
      "displayValue": "8.9 s",
      "numericValue": 8935.843799999999
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 0,
      "displayValue": "18.7 s",
      "numericValue": 18701.26596558794
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "70,770 ms",
      "numericValue": 70769.00000000003
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 0,
      "displayValue": "10,000 ms",
      "numericValue": 10000.000000000007
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 580 ms",
      "numericValue": 584.009
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 0,
      "displayValue": "90.0 s",
      "numericValue": 89995.35440000004
    },
    {
      "id": "uses-rel-preconnect",
      "title": "Preconnect to required origins",
      "score": 100,
      "displayValue": "",
      "numericValue": 0
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "220 ms",
      "numericValue": 216.86700000000002
    },
    {
      "id": "third-party-summary",
      "title": "Reduce the impact of third-party code",
      "score": 0,
      "displayValue": "Third-party code blocked the main thread for 60,710 ms"
    },
    {
      "id": "largest-contentful-paint-element",
      "title": "Largest Contentful Paint element",
      "score": 0,
      "displayValue": "8,940 ms"
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

6 Fail

Check name

Image optimization

Score

75/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with correct aspect ratio",
      "score": 100
    },
    {
      "id": "uses-responsive-images",
      "title": "Properly size images",
      "score": 50,
      "displayValue": "Est savings of 309 KiB",
      "numericValue": 0
    }
  ]
}

Fix with MCP or CLI

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

Score history

Public scan score over time

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

1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 5, 2026	41/100	Level 2, Agent-Limited	Current report