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https://aircall.io/

SCANNED

Jun 10, 2026, 4:17 AM

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https://aircall.io/

SCANNED

Jun 10, 2026, 4:17:13 AMJun 10, 2026, 4:17 AM

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58/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

AI-Powered Customer Communications Platform for SMBs & Enterprise | Aircall

AI-powered customer communications platform to unify channels, automate tasks, & provide insights. Integrate with CRM & helpdesk. 250+ integrations like Hubspot, Salesforce.

Next step

Turn this report into a fix workflow

24 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	65	Needs work	15	9	0	View details
Discoverability	83	Mostly ready	6	3	0	View details
Content Readiness	70	Needs work	8	3	0	View details
Bot Access Control	33	Priority fix	1	3	0	View details
Agent Ease of Use	13	Priority fix	7	29	1	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	7	0	View details
MCP	25	Priority fix	2	6	0	View details
Skill Discovery	15	Priority fix	1	10	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	74	Needs work	5	3	12	View details
GEO Readiness	87	Mostly ready	2	0	4
AIO Readiness	70	Needs work	2	2	3	View details
AEO Readiness	63	Needs work	1	1	5	View details
SEO	85	Mostly ready	9	2	0	View details
SEO	85	Mostly ready	9	2	0	View details
Security & Trust	20	Priority fix	5	4	0	View details
Security & Trust	20	Priority fix	1	4	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	69	Needs work	21	4	2	View details
Performance	59	Needs work	14	3	2	View details
Accessibility	87	Mostly ready	7	1	0	View details

Prioritized recommendations

Issues ranked by score impact

46 items need attention

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

100 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."
    }
  ]
}

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 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 translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
      },
      "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 DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

50 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
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

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

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
          },
          {
            "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 translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
          },
          {
            "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 translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
          },
          {
            "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 translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
          },
          {
            "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 translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

50 Fail

Needs attention

Semantic HTML

Failed check

Issue

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

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": false,
  "accessibleLinks": false,
  "accessibleButtons": false,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [
      "<a class=\"Navigation_CtaIcon__8iez1 Navigation_CtaIconLight__YgqR6\" data-test=\"header-phone-number-desktop\" href=\"/contact/\"><div class=\"Navigation_CtaIconInsideCircle__gdXuX Navigation_CtaIconInsideCircleLight__f91CB\"><svg width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 24 24\" xmlns=\"http://www.w3.org/2000/svg\"><path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M1.5 4.5a3 3 0 0 1 3-3h1.372c.86 0 1.61.586 1.819 1.42l1.105 4.423a1.875 1.875 0 0 1-.694 1.955l-1.293.97c-.135.101-.164.249-.126.352a11."
    ],
    "inaccessibleButtons": [
      "<button type=\"button\" class=\"Navigation_TopHeaderCloseButton__WrKWs\"><svg width=\"14\" height=\"14\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M18 6L6 18M6 6L18 18\" stroke=\"currentColor\" stroke-width=\"3\" stroke-linecap=\"round\" stroke-linejoin=\"round\"/></svg></button>",
      "<button type=\"button\" class=\"Navigation_Hmbg__mJJ6n\" data-test=\"navigation-mobile-menu-toggle-button\"><span aria-hidden=\"true\"></span><span aria-hidden=\"true\"></span></button>"
    ],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": [
      "h1: Customer communications, evolved with AI that handles customer interactions, end to end.",
      "h2: Aircall",
      "h3: Team-led customer conversations powered by a modern phone system.",
      "h4: Clear and reliable calling",
      "h4: One collaborative workspace",
      "h4: Connected across every channel",
      "h3: AI Assistants that support your team in real time.",
      "h4: Live coaching during calls",
      "h4: Live transcription and insights",
      "h4: Automated follow-ups and CRM updates",
      "h3: AI Agents that provide 24/7 customer coverage.",
      "h4: Autonomous resolution",
      "h4: Always-on availability",
      "h4: Escalation with full context",
      "h3: Team-led customer conversations powered by a modern phone system.",
      "h3: AI Assistants that support your team in real time.",
      "h3: AI Agents that provide 24/7 customer coverage.",
      "h2: 250+ integrations that connect every conversation to your business tools.",
      "h2: The definitive AI implementation guide, no developer needed.",
      "h2: Upgrade your customer conversations today.",
      "h6: Solutions",
      "h6: Product",
      "h6: Features",
      "h6: Resources",
      "h6: Company"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 25,
    "links": 182,
    "inaccessibleLinks": 1,
    "buttons": 25,
    "inaccessibleButtons": 2,
    "images": 147,
    "imagesWithAlt": 147,
    "autocompleteInputs": 0,
    "inputsWithAutocomplete": 0,
    "missingAutocompleteInputs": 0
  }
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

50 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          }
        ]
      },
      "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 UseMCPEmerging recommendation

MCP Server Card

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

33 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": 448554
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          }
        ]
      },
      "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".

33 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": 448554
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          }
        ]
      },
      "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".

33 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": 448554
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          }
        ]
      },
      "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."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

25 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

Frame protection

Frame protection is missing or incomplete.

25 Fail

Needs attention

Frame protection

Failed check

Issue

Frame protection is missing or incomplete.

Why it matters

Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.

Check name

Frame protection

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.

Result

Frame protection is missing or incomplete.

Evidence

{
  "xFrameOptions": null,
  "validXFrame": false,
  "contentSecurityPolicy": null,
  "cspFrameAncestors": false
}

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Validate resource body".

25 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).

Why it matters

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

Check name

llms.txt

Score

50/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

llms.txt failed at "Validate resource body".

Validation steps

Validate resource body
llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/llms.txt",
        "statusCode": 200,
        "contentType": "text/plain; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).",
        "compatibleContentType": true,
        "hasTitle": false,
        "contentLength": 1642,
        "linkCount": 12,
        "links": [
          "/blog/",
          "/resources/",
          "/solutions/",
          "/products/",
          "/customers/",
          "/about/",
          "/pricing/",
          "/admin/",
          "/login/",
          "/signup/"
        ],
        "rawExcerpt": "User-Agent: *\nDescription: Aircall is an AI-powered, cloud-based phone system and communication platform designed for modern sales and customer support teams.\nKeywords: business phone system, call center software, VoIP, cloud phone system, AI voice agent, sales dialer, customer support software, contact center solution, CTI, IVR\n\nAllow: /\nAllow: /blog/\nAllow: /resources/\nAllow: /solutions/\nAllow: /products/\nAllow: /customers/\nAllow: /about/\n\nDisallow: /pricing/\nDisallow: /admin/\nDisallow: /login/\nDisallow: /signup/\nDisallow: /user/\n\nProducts: Aircall Phone System, AI Voice Agent, AI Assist, WhatsApp Integration\n\nFeatures: IVR, smart call routing, call queuing, callback options, live call monitoring, call whispering, warm transfers, Power Dialer, Click-to-Dial, CTI, Analytics and Reporting,"
      },
      "issue": "llms.txt response did not match the expected shape. missing h1 title (e.g. # Site Name).",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

Referrer-Policy

Referrer-Policy is missing or incomplete.

25 Fail

Needs attention

Referrer-Policy

Failed check

Issue

Referrer-Policy is missing or incomplete.

Why it matters

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

Check name

Referrer-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

Limit how much referrer data leaves the site.

Result

Referrer-Policy is missing or incomplete.

Evidence

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

Security & TrustSecurity & TrustEstablished

X-Content-Type-Options

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

25 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
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

20 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

20 Fail

Needs attention

Agent Skills index

Failed check

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": 448554
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          }
        ]
      },
      "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 DiscoveryInformational

agents.json

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

20 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          }
        ]
      },
      "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 UseSkill DiscoveryEmerging recommendation

DNS-AID Agent Discovery

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

15 Fail

Needs attention

DNS-AID Agent Discovery

Failed check

Issue

No DNS-AID entrypoint records were found under _agents.

Why it matters

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

Check name

DNS-AID Agent Discovery

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.

Evidence

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

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

agent.json failed at "Validate resource body".

10 Fail

Needs attention

agent.json

Failed check

Issue

Response is not valid JSON.

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

50/100

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 "Validate resource body".

Validation steps

Validate resource body
Response is not valid JSON.

Evidence

{
  "failedStep": "validate",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch discovery resource",
      "status": "pass",
      "evidence": {
        "path": "/agent.json",
        "statusCode": 200,
        "contentType": "text/html; charset=utf-8"
      }
    },
    {
      "id": "validate",
      "title": "Validate resource body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "validJson": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"index,follow\" data-next-head=\"\"/><title data-next-head=\"\">Aircall Agent Setup | Aircall</title><meta name=\"description\" content=\"Get a new agent set up in seconds. They can download the Aircall app, create a password, log in, and start making phone calls immediately.\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" size"
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

6 Fail

Needs attention

AIO: Source and trust signals

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AIO: Source and trust signals

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about-us/",
      "text": "About us",
      "html": "<a class=\"menu-link_SubLink__20DQx has-icon\" href=\"/about-us/\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/b49272a5df/aircall-icon.svg\" alt=\"About us\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>About us</span></a>"
    },
    {
      "href": "/about-us/",
      "text": "About us",
      "html": "<a class=\"menu-link_SubLink__20DQx has-icon\" href=\"/about-us/\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/b49272a5df/aircall-icon.svg\" alt=\"About us\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>About us</span></a>"
    },
    {
      "href": "https://www.linkedin.com/company/aircall/",
      "text": "",
      "html": "<a target=\"_blank\" aria-label=\"Linkedin\" href=\"https://www.linkedin.com/company/aircall/\"></a>"
    },
    {
      "href": "/about-us/",
      "text": "About Us",
      "html": "<a class=\"fade--70\" href=\"/about-us/\">About Us </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/inbound-call-center-software/",
      "text": "Customer Service & Support",
      "html": "<a class=\"menu-link_SubLink__20DQx has-icon\" href=\"/inbound-call-center-software/\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/2a2ee43bac/headset.svg\" alt=\"Customer Service &amp; Support\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>Customer Service &amp; Support</span></a>"
    },
    {
      "href": "https://support.aircall.io/en-gb/categories/29440084163869",
      "text": "Product updates",
      "html": "<a target=\"_blank\" class=\"menu-link_SubLink__20DQx has-icon\" href=\"https://support.aircall.io/en-gb/categories/29440084163869\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/a72a62c47e/notification.svg\" alt=\"Product updates\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>Product updates</span></a>"
    },
    {
      "href": "/blog/support/",
      "text": "Support",
      "html": "<a class=\"menu-link_SubLink__20DQx \" href=\"/blog/support/\"><span>Support</span></a>"
    },
    {
      "href": "/inbound-call-center-software/",
      "text": "Customer Service & Support",
      "html": "<a class=\"menu-link_SubLink__20DQx has-icon\" href=\"/inbound-call-center-software/\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/2a2ee43bac/headset.svg\" alt=\"Customer Service &amp; Support\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>Customer Service &amp; Support</span></a>"
    },
    {
      "href": "https://support.aircall.io/en-gb/categories/29440084163869",
      "text": "Product updates",
      "html": "<a target=\"_blank\" class=\"menu-link_SubLink__20DQx has-icon\" href=\"https://support.aircall.io/en-gb/categories/29440084163869\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/a72a62c47e/notification.svg\" alt=\"Product updates\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>Product updates</span></a>"
    },
    {
      "href": "/blog/support/",
      "text": "Support",
      "html": "<a class=\"menu-link_SubLink__20DQx \" href=\"/blog/support/\"><span>Support</span></a>"
    },
    {
      "href": "/contact/",
      "text": "Contact Us",
      "html": "<a class=\"btn btn--small btn--outlined btn--black\" href=\"/contact/\">Contact Us</a>"
    },
    {
      "href": "/contact/",
      "text": "",
      "html": "<a class=\"Navigation_CtaIcon__8iez1 Navigation_CtaIconLight__YgqR6\" data-test=\"header-phone-number-desktop\" href=\"/contact/\"><div class=\"Navigation_CtaIconInsideCircle__gdXuX Navigation_CtaIconInsideCircleLight__f91CB\"><svg width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 24 24\" xmlns=\"http://www.w3.org/2000/svg\"><path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M1.5 4.5a3 3 0 0 1 3-3h1.372c.86 0 1.61.586 1.819 1.42l1.105 4.423a1.875 1.875 0 0 1-.694 1.955l-1.293.97c-.135.101-.164.249-.126.352a..."
    },
    {
      "href": "/inbound-call-center-software/",
      "text": "Support",
      "html": "<a class=\"fade--70\" href=\"/inbound-call-center-software/\">Support </a>"
    },
    {
      "href": "https://support.aircall.io/hc/en-gb",
      "text": "Knowledge Base",
      "html": "<a target=\"_blank\" class=\"fade--70\" href=\"https://support.aircall.io/hc/en-gb\"> Knowledge Base </a>"
    },
    {
      "href": "/contact/",
      "text": "Contact Us",
      "html": "<a class=\"fade--70\" href=\"/contact/\">Contact Us </a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/privacy/\">Privacy Policy </a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 48/100 and needs a fix.

5 Fail

Needs attention

AIO: Visible structured data match

Failed check

Issue

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

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

48/100

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 48/100 and needs a fix.

Evidence

{
  "schemaCount": 5,
  "checkedFields": [
    {
      "path": "$[0].name",
      "value": "Aircall"
    },
    {
      "path": "$[0].alternateName",
      "value": "AIRCALL"
    },
    {
      "path": "$[0].description",
      "value": "Aircall is an AI-powered customer communications platform that unifies voice, omnichannel messaging, and AI automation for sales and customer support teams. Founded in 2014, the platform provides AI virtual agents, conversation intelligence, revenue intelligence, and native integrations with Salesforce, HubSpot, Zendesk, and 250+ tools — enabling over 22,000 businesses globally to manage every customer conversation, automate workflows, and turn interactions into revenue."
    },
    {
      "path": "$[0].foundingLocation.name",
      "value": "Paris, France"
    },
    {
      "path": "$[0].areaServed.description",
      "value": "110+ countries worldwide"
    },
    {
      "path": "$[0].hasOfferCatalog.name",
      "value": "Aircall Products and Services"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[0].itemOffered.name",
      "value": "AI-Powered Customer Communications Platform"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[0].itemOffered.description",
      "value": "Unifies voice, SMS, MMS, and WhatsApp Business with AI automation, conversation intelligence, and 250+ integrations — giving sales and support teams a single system to manage every customer interaction."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[1].itemOffered.name",
      "value": "AI Call Center Software"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[1].itemOffered.description",
      "value": "Provides AI voice agents, smart call routing, IVR, call recording, real-time analytics, and CRM integrations for sales and support teams."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[2].itemOffered.name",
      "value": "Cloud Business Phone System"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[2].itemOffered.description",
      "value": "Provides local and international numbers in 100+ countries, IVR, call routing, voicemail, and mobile and desktop softphones — replacing legacy PBX with no hardware required."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[3].itemOffered.name",
      "value": "AI Virtual Agent"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[3].itemOffered.description",
      "value": "Handles inbound and outbound calls and messaging conversations autonomously — qualifying leads, resolving questions, following up with prospects, routing callers based on intent, and resolving common requests without human involvement."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[4].itemOffered.name",
      "value": "Conversation Intelligence"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[4].itemOffered.description",
      "value": "Automatically transcribes, scores, and summarizes every call using AI, delivering sentiment analysis, automated QA, and sales coaching insights to revenue and support operations teams."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[5].itemOffered.name",
      "value": "Omnichannel Messaging"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[5].itemOffered.description",
      "value": "Unifies business SMS, MMS, and WhatsApp Business alongside voice into a single omnichannel messaging platform with AI-powered messaging automation and shared team inboxes."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[6].itemOffered.name",
      "value": "Sales Coaching and Revenue Intelligence"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[6].itemOffered.description",
      "value": "Provides AI-powered sales coaching through live call guidance, real-time agent assist, AI objection handling prompts, call scoring, and conversation intelligence — helping sales teams improve performance on every call."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[7].itemOffered.name",
      "value": "CRM and Helpdesk Integrations"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[7].itemOffered.description",
      "value": "Natively integrates with Salesforce, HubSpot, Pipedrive, Zendesk, Intercom, Freshdesk, and 250+ tools — automatically logging calls, syncing AI summaries, and embedding calling into CRM and helpdesk workflows."
    },
    {
      "path": "$[1].name",
      "value": "Aircall"
    },
    {
      "path": "$[1].description",
      "value": "Aircall is an AI-powered customer communications platform for sales and support teams. It unifies voice, SMS, WhatsApp, and omnichannel messaging with AI voice agents, conversation intelligence, real-time coaching, and native integrations with Salesforce, HubSpot, Pipedrive, Zendesk, and 250+ business tools. Trusted by over 22,000 businesses in 110+ countries."
    },
    {
      "path": "$[1].offers.offers[0].name",
      "value": "Essentials"
    },
    {
      "path": "$[1].offers.offers[0].description",
      "value": "Core calling features with unlimited inbound calls, integrations and API, smart queuing, IVR, call recording, and analytics. 3-user minimum. Billed annually."
    },
    {
      "path": "$[1].offers.offers[1].name",
      "value": "Professional"
    },
    {
      "path": "$[1].offers.offers[1].description",
      "value": "Advanced features for scaling teams including Salesforce integration, Power Dialer, advanced analytics, call monitoring, and queue callback. 3-user minimum. Billed annually."
    },
    {
      "path": "$[1].offers.offers[2].name",
      "value": "Custom"
    },
    {
      "path": "$[1].offers.offers[2].description",
      "value": "Custom plan with unlimited worldwide calls, custom analytics, custom onboarding, API developer support, and SLA. 25-user minimum. Contact for pricing."
    },
    {
      "path": "$[1].about[0].name",
      "value": "AI-Powered Customer Communications Platform"
    },
    {
      "path": "$[1].about[1].name",
      "value": "AI Call Center Software"
    },
    {
      "path": "$[1].about[2].name",
      "value": "Conversation Intelligence"
    },
    {
      "path": "$[1].about[3].name",
      "value": "AI Virtual Agent"
    },
    {
      "path": "$[1].about[4].name",
      "value": "Omnichannel Messaging"
    },
    {
      "path": "$[1].about[5].name",
      "value": "Revenue Intelligence"
    },
    {
      "path": "$[1].about[6].name",
      "value": "Cloud Business Phone System"
    },
    {
      "path": "$[1].isSimilarTo[0].name",
      "value": "JustCall"
    },
    {
      "path": "$[1].isSimilarTo[0].description",
      "value": "Cloud phone system for sales and support teams with auto-dialer, SMS, and CRM integrations."
    },
    {
      "path": "$[1].isSimilarTo[1].name",
      "value": "CloudTalk"
    }
  ],
  "mismatches": [
    {
      "path": "$[0].description",
      "value": "Aircall is an AI-powered customer communications platform that unifies voice, omnichannel messaging, and AI automation for sales and customer support teams. Founded in 2014, the platform provides AI virtual agents, conversation intelligence, revenue intelligence, and native integrations with Salesforce, HubSpot, Zendesk, and 250+ tools — enabling over 22,000 businesses globally to manage every customer conversation, automate workflows, and turn interactions into revenue."
    },
    {
      "path": "$[0].foundingLocation.name",
      "value": "Paris, France"
    },
    {
      "path": "$[0].areaServed.description",
      "value": "110+ countries worldwide"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[2].itemOffered.description",
      "value": "Provides local and international numbers in 100+ countries, IVR, call routing, voicemail, and mobile and desktop softphones — replacing legacy PBX with no hardware required."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[3].itemOffered.name",
      "value": "AI Virtual Agent"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[3].itemOffered.description",
      "value": "Handles inbound and outbound calls and messaging conversations autonomously — qualifying leads, resolving questions, following up with prospects, routing callers based on intent, and resolving common requests without human involvement."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[4].itemOffered.description",
      "value": "Automatically transcribes, scores, and summarizes every call using AI, delivering sentiment analysis, automated QA, and sales coaching insights to revenue and support operations teams."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[5].itemOffered.name",
      "value": "Omnichannel Messaging"
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[5].itemOffered.description",
      "value": "Unifies business SMS, MMS, and WhatsApp Business alongside voice into a single omnichannel messaging platform with AI-powered messaging automation and shared team inboxes."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[6].itemOffered.description",
      "value": "Provides AI-powered sales coaching through live call guidance, real-time agent assist, AI objection handling prompts, call scoring, and conversation intelligence — helping sales teams improve performance on every call."
    },
    {
      "path": "$[0].hasOfferCatalog.itemListElement[7].itemOffered.description",
      "value": "Natively integrates with Salesforce, HubSpot, Pipedrive, Zendesk, Intercom, Freshdesk, and 250+ tools — automatically logging calls, syncing AI summaries, and embedding calling into CRM and helpdesk workflows."
    },
    {
      "path": "$[1].offers.offers[0].name",
      "value": "Essentials"
    },
    {
      "path": "$[1].offers.offers[0].description",
      "value": "Core calling features with unlimited inbound calls, integrations and API, smart queuing, IVR, call recording, and analytics. 3-user minimum. Billed annually."
    },
    {
      "path": "$[1].offers.offers[1].name",
      "value": "Professional"
    },
    {
      "path": "$[1].offers.offers[1].description",
      "value": "Advanced features for scaling teams including Salesforce integration, Power Dialer, advanced analytics, call monitoring, and queue callback. 3-user minimum. Billed annually."
    },
    {
      "path": "$[1].offers.offers[2].description",
      "value": "Custom plan with unlimited worldwide calls, custom analytics, custom onboarding, API developer support, and SLA. 25-user minimum. Contact for pricing."
    },
    {
      "path": "$[1].about[3].name",
      "value": "AI Virtual Agent"
    },
    {
      "path": "$[1].about[4].name",
      "value": "Omnichannel Messaging"
    },
    {
      "path": "$[1].about[5].name",
      "value": "Revenue Intelligence"
    },
    {
      "path": "$[1].isSimilarTo[0].name",
      "value": "JustCall"
    },
    {
      "path": "$[1].isSimilarTo[1].name",
      "value": "CloudTalk"
    }
  ],
  "score": 48,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "/about-us/",
      "text": "About us",
      "html": "<a class=\"menu-link_SubLink__20DQx has-icon\" href=\"/about-us/\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/b49272a5df/aircall-icon.svg\" alt=\"About us\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>About us</span></a>"
    },
    {
      "href": "/about-us/",
      "text": "About us",
      "html": "<a class=\"menu-link_SubLink__20DQx has-icon\" href=\"/about-us/\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/b49272a5df/aircall-icon.svg\" alt=\"About us\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>About us</span></a>"
    },
    {
      "href": "https://www.linkedin.com/company/aircall/",
      "text": "",
      "html": "<a target=\"_blank\" aria-label=\"Linkedin\" href=\"https://www.linkedin.com/company/aircall/\"></a>"
    },
    {
      "href": "/about-us/",
      "text": "About Us",
      "html": "<a class=\"fade--70\" href=\"/about-us/\">About Us </a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/inbound-call-center-software/",
      "text": "Customer Service & Support",
      "html": "<a class=\"menu-link_SubLink__20DQx has-icon\" href=\"/inbound-call-center-software/\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/2a2ee43bac/headset.svg\" alt=\"Customer Service &amp; Support\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>Customer Service &amp; Support</span></a>"
    },
    {
      "href": "https://support.aircall.io/en-gb/categories/29440084163869",
      "text": "Product updates",
      "html": "<a target=\"_blank\" class=\"menu-link_SubLink__20DQx has-icon\" href=\"https://support.aircall.io/en-gb/categories/29440084163869\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/a72a62c47e/notification.svg\" alt=\"Product updates\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>Product updates</span></a>"
    },
    {
      "href": "/blog/support/",
      "text": "Support",
      "html": "<a class=\"menu-link_SubLink__20DQx \" href=\"/blog/support/\"><span>Support</span></a>"
    },
    {
      "href": "/inbound-call-center-software/",
      "text": "Customer Service & Support",
      "html": "<a class=\"menu-link_SubLink__20DQx has-icon\" href=\"/inbound-call-center-software/\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/2a2ee43bac/headset.svg\" alt=\"Customer Service &amp; Support\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>Customer Service &amp; Support</span></a>"
    },
    {
      "href": "https://support.aircall.io/en-gb/categories/29440084163869",
      "text": "Product updates",
      "html": "<a target=\"_blank\" class=\"menu-link_SubLink__20DQx has-icon\" href=\"https://support.aircall.io/en-gb/categories/29440084163869\"><div class=\"ResponsiveImg_Component__CdqlS menu-link_Icon__XKY5M hide-mobile\"><img src=\"https://a.storyblok.com/f/157376/x/a72a62c47e/notification.svg\" alt=\"Product updates\" loading=\"lazy\" fetchpriority=\"auto\"></div><span>Product updates</span></a>"
    },
    {
      "href": "/blog/support/",
      "text": "Support",
      "html": "<a class=\"menu-link_SubLink__20DQx \" href=\"/blog/support/\"><span>Support</span></a>"
    },
    {
      "href": "/contact/",
      "text": "Contact Us",
      "html": "<a class=\"btn btn--small btn--outlined btn--black\" href=\"/contact/\">Contact Us</a>"
    },
    {
      "href": "/contact/",
      "text": "",
      "html": "<a class=\"Navigation_CtaIcon__8iez1 Navigation_CtaIconLight__YgqR6\" data-test=\"header-phone-number-desktop\" href=\"/contact/\"><div class=\"Navigation_CtaIconInsideCircle__gdXuX Navigation_CtaIconInsideCircleLight__f91CB\"><svg width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 24 24\" xmlns=\"http://www.w3.org/2000/svg\"><path fill=\"currentColor\" fill-rule=\"evenodd\" d=\"M1.5 4.5a3 3 0 0 1 3-3h1.372c.86 0 1.61.586 1.819 1.42l1.105 4.423a1.875 1.875 0 0 1-.694 1.955l-1.293.97c-.135.101-.164.249-.126.352a..."
    },
    {
      "href": "/inbound-call-center-software/",
      "text": "Support",
      "html": "<a class=\"fade--70\" href=\"/inbound-call-center-software/\">Support </a>"
    },
    {
      "href": "https://support.aircall.io/hc/en-gb",
      "text": "Knowledge Base",
      "html": "<a target=\"_blank\" class=\"fade--70\" href=\"https://support.aircall.io/hc/en-gb\"> Knowledge Base </a>"
    },
    {
      "href": "/contact/",
      "text": "Contact Us",
      "html": "<a class=\"fade--70\" href=\"/contact/\">Contact Us </a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/privacy/",
      "text": "Privacy Policy",
      "html": "<a href=\"/privacy/\">Privacy Policy </a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

4 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

10 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": 10,
  "passing": 0,
  "failing": [
    {
      "heading": "Aircall",
      "headingHtml": "<h2 class=\"TaglineScrollReveal_title__vcvX_\">Aircall</h2>",
      "firstParagraph": "is the intuitive, AI-powered platform bringing together intelligent voice agents, automated workflows, & adaptive real-time coaching at scale.",
      "paragraphHtml": "<p class=\"TaglineScrollReveal_body__sfEzC\"><span class=\"TaglineScrollReveal_word___m9xb\" style=\"opacity:0.3\">is<!-- --> </span><span class=\"TaglineScrollReveal_word___m9xb\" style=\"opacity:0.3\">the<!-- --> </span><span class=\"TaglineScrollReveal_boldWord__29dKX TaglineScrollReveal_word___m9xb\" style=\"opacity:0.3\">intuitive,<!-- --> </span><span class=\"TaglineScrollReveal_boldWord__29dKX TaglineScrollReveal_word___m9xb\" style=\"opacity:0.3\">AI-powered<!-- --> </span><span class=\"TaglineScrollRev...",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Team-led customer conversations powered by a modern phone system.",
      "headingHtml": "<h3 class=\"FeatureSection_mobileCategoryTitle___1K7d\">Team-led customer conversations powered by a modern phone system.</h3>",
      "firstParagraph": "Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across your systems.",
      "paragraphHtml": "<p class=\"FeatureSection_mobileCategorySubtitle__dYVHS\">Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across&#x2028;your systems.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Assistants that support your team in real time.",
      "headingHtml": "<h3 class=\"FeatureSection_mobileCategoryTitle___1K7d\">AI Assistants that support your team in real time.</h3>",
      "firstParagraph": "AI Assistants support your team during live conversations, analyze every interaction, and complete follow-up work automatically.",
      "paragraphHtml": "<p class=\"FeatureSection_mobileCategorySubtitle__dYVHS\">AI Assistants support your team during live conversations, analyze every interaction, and complete follow-up work automatically.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Agents that provide 24/7 customer coverage.",
      "headingHtml": "<h3 class=\"FeatureSection_mobileCategoryTitle___1K7d\">AI Agents that provide 24/7 customer coverage.</h3>",
      "firstParagraph": "AI Agents answer instantly, resolve routine requests automatically, and escalate complex issues with full context when needed.",
      "paragraphHtml": "<p class=\"FeatureSection_mobileCategorySubtitle__dYVHS\">AI Agents answer instantly, resolve routine requests automatically, and escalate complex issues with full context when needed.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Team-led customer conversations powered by a modern phone system.",
      "headingHtml": "<h3 class=\"FeatureSection_sectionHeadline__7oAIh\">Team-led customer conversations powered by a modern phone system.</h3>",
      "firstParagraph": "Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across your systems.",
      "paragraphHtml": "<p class=\"FeatureSection_sectionSubhead__3_9c_\">Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across&#x2028;your systems.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Assistants that support your team in real time.",
      "headingHtml": "<h3 class=\"FeatureSection_sectionHeadline__7oAIh\">AI Assistants that support your team in real time.</h3>",
      "firstParagraph": "AI Assistants support your team during live conversations, analyze every interaction, and complete follow-up work automatically.",
      "paragraphHtml": "<p class=\"FeatureSection_sectionSubhead__3_9c_\">AI Assistants support your team during live conversations, analyze every interaction, and complete follow-up work automatically.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Agents that provide 24/7 customer coverage.",
      "headingHtml": "<h3 class=\"FeatureSection_sectionHeadline__7oAIh\">AI Agents that provide 24/7 customer coverage.</h3>",
      "firstParagraph": "AI Agents answer instantly, resolve routine requests automatically, and escalate complex issues with full context when needed.",
      "paragraphHtml": "<p class=\"FeatureSection_sectionSubhead__3_9c_\">AI Agents answer instantly, resolve routine requests automatically, and escalate complex issues with full context when needed.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "250+ integrations that connect every conversation to your business tools.",
      "headingHtml": "<h2 class=\"b26_title__7fVow\">250+ integrations that connect every conversation to your business tools.</h2>",
      "firstParagraph": "Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across your systems.",
      "paragraphHtml": "<p class=\"b26_body__XxPoR\">Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across your systems.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "The definitive AI implementation guide, no developer needed.",
      "headingHtml": "<h2 class=\"ImageBackgroundCta_heading___x4ff\">The definitive AI implementation guide, no developer needed.</h2>",
      "firstParagraph": "Launching an AI Agent is easy. Quickly go live with our AI Implementation Guide.",
      "paragraphHtml": "<p>Launching an AI Agent is easy. <br>Quickly go live with our AI Implementation Guide.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Upgrade your customer conversations today.",
      "headingHtml": "<h2 class=\"CtaWithBadges_heading__6ZPaS\">Upgrade your customer conversations today.</h2>",
      "firstParagraph": "Copyright Aircall 2026",
      "paragraphHtml": "<p class=\"fade--50\">Copyright Aircall 2026</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

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

3 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

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

Why it matters

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

Check name

AEO: Question-led structure

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "h2Count": 4,
  "questionH2s": [],
  "hasFaq": true,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 81/100 and needs improvement.

3 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: smbs, enterprise, aircall, evolved, handles, interactions, end.

Details

Why it matters

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

Check name

GEO: Entity clarity

Score

81/100

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 81/100 and needs improvement.

Evidence

{
  "title": "AI-Powered Customer Communications Platform for SMBs & Enterprise | Aircall",
  "h1": "Customer communications, evolved with AI that handles customer interactions, end to end.",
  "description": "AI-powered customer communications platform to unify channels, automate tasks, & provide insights. Integrate with CRM & helpdesk. 250+ integrations like Hubspot, Salesforce.",
  "topicOverlap": 0.36363636363636365,
  "topicTerms": [
    "powered",
    "customer",
    "communications",
    "platform",
    "smbs",
    "enterprise",
    "aircall",
    "evolved",
    "handles",
    "interactions",
    "end"
  ],
  "descriptionTerms": [
    "powered",
    "customer",
    "communications",
    "platform",
    "unify",
    "channels",
    "automate",
    "tasks",
    "provide",
    "insights",
    "integrate",
    "crm",
    "helpdesk",
    "250",
    "integrations",
    "like",
    "hubspot",
    "salesforce"
  ],
  "missingFromDescription": [
    "smbs",
    "enterprise",
    "aircall",
    "evolved",
    "handles",
    "interactions",
    "end"
  ],
  "score": 81,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Explanatory content depth

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

2 Warning

Needs attention

GEO: Explanatory content depth

Warning

Issue

No substantial explanatory paragraphs were found.

Details

Why it matters

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

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

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 5,
  "schemaBlocks": 5,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process"
  ],
  "score": 85,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

2 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

10 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": 10,
  "passing": 0,
  "failing": [
    {
      "heading": "Aircall",
      "headingHtml": "<h2 class=\"TaglineScrollReveal_title__vcvX_\">Aircall</h2>",
      "firstParagraph": "is the intuitive, AI-powered platform bringing together intelligent voice agents, automated workflows, & adaptive real-time coaching at scale.",
      "paragraphHtml": "<p class=\"TaglineScrollReveal_body__sfEzC\"><span class=\"TaglineScrollReveal_word___m9xb\" style=\"opacity:0.3\">is<!-- --> </span><span class=\"TaglineScrollReveal_word___m9xb\" style=\"opacity:0.3\">the<!-- --> </span><span class=\"TaglineScrollReveal_boldWord__29dKX TaglineScrollReveal_word___m9xb\" style=\"opacity:0.3\">intuitive,<!-- --> </span><span class=\"TaglineScrollReveal_boldWord__29dKX TaglineScrollReveal_word___m9xb\" style=\"opacity:0.3\">AI-powered<!-- --> </span><span class=\"TaglineScrollRev...",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Team-led customer conversations powered by a modern phone system.",
      "headingHtml": "<h3 class=\"FeatureSection_mobileCategoryTitle___1K7d\">Team-led customer conversations powered by a modern phone system.</h3>",
      "firstParagraph": "Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across your systems.",
      "paragraphHtml": "<p class=\"FeatureSection_mobileCategorySubtitle__dYVHS\">Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across&#x2028;your systems.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Assistants that support your team in real time.",
      "headingHtml": "<h3 class=\"FeatureSection_mobileCategoryTitle___1K7d\">AI Assistants that support your team in real time.</h3>",
      "firstParagraph": "AI Assistants support your team during live conversations, analyze every interaction, and complete follow-up work automatically.",
      "paragraphHtml": "<p class=\"FeatureSection_mobileCategorySubtitle__dYVHS\">AI Assistants support your team during live conversations, analyze every interaction, and complete follow-up work automatically.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Agents that provide 24/7 customer coverage.",
      "headingHtml": "<h3 class=\"FeatureSection_mobileCategoryTitle___1K7d\">AI Agents that provide 24/7 customer coverage.</h3>",
      "firstParagraph": "AI Agents answer instantly, resolve routine requests automatically, and escalate complex issues with full context when needed.",
      "paragraphHtml": "<p class=\"FeatureSection_mobileCategorySubtitle__dYVHS\">AI Agents answer instantly, resolve routine requests automatically, and escalate complex issues with full context when needed.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "Team-led customer conversations powered by a modern phone system.",
      "headingHtml": "<h3 class=\"FeatureSection_sectionHeadline__7oAIh\">Team-led customer conversations powered by a modern phone system.</h3>",
      "firstParagraph": "Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across your systems.",
      "paragraphHtml": "<p class=\"FeatureSection_sectionSubhead__3_9c_\">Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across&#x2028;your systems.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Assistants that support your team in real time.",
      "headingHtml": "<h3 class=\"FeatureSection_sectionHeadline__7oAIh\">AI Assistants that support your team in real time.</h3>",
      "firstParagraph": "AI Assistants support your team during live conversations, analyze every interaction, and complete follow-up work automatically.",
      "paragraphHtml": "<p class=\"FeatureSection_sectionSubhead__3_9c_\">AI Assistants support your team during live conversations, analyze every interaction, and complete follow-up work automatically.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "AI Agents that provide 24/7 customer coverage.",
      "headingHtml": "<h3 class=\"FeatureSection_sectionHeadline__7oAIh\">AI Agents that provide 24/7 customer coverage.</h3>",
      "firstParagraph": "AI Agents answer instantly, resolve routine requests automatically, and escalate complex issues with full context when needed.",
      "paragraphHtml": "<p class=\"FeatureSection_sectionSubhead__3_9c_\">AI Agents answer instantly, resolve routine requests automatically, and escalate complex issues with full context when needed.</p>",
      "words": 17,
      "direct": false,
      "issue": "First paragraph is 17 words and does not look like a concise direct answer."
    },
    {
      "heading": "250+ integrations that connect every conversation to your business tools.",
      "headingHtml": "<h2 class=\"b26_title__7fVow\">250+ integrations that connect every conversation to your business tools.</h2>",
      "firstParagraph": "Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across your systems.",
      "paragraphHtml": "<p class=\"b26_body__XxPoR\">Native integrations with CRM, help desk, and business tools automatically sync conversations and customer data across your systems.</p>",
      "words": 18,
      "direct": false,
      "issue": "First paragraph is 18 words and does not look like a concise direct answer."
    },
    {
      "heading": "The definitive AI implementation guide, no developer needed.",
      "headingHtml": "<h2 class=\"ImageBackgroundCta_heading___x4ff\">The definitive AI implementation guide, no developer needed.</h2>",
      "firstParagraph": "Launching an AI Agent is easy. Quickly go live with our AI Implementation Guide.",
      "paragraphHtml": "<p>Launching an AI Agent is easy. <br>Quickly go live with our AI Implementation Guide.</p>",
      "words": 14,
      "direct": false,
      "issue": "First paragraph is 14 words and does not look like a concise direct answer."
    },
    {
      "heading": "Upgrade your customer conversations today.",
      "headingHtml": "<h2 class=\"CtaWithBadges_heading__6ZPaS\">Upgrade your customer conversations today.</h2>",
      "firstParagraph": "Copyright Aircall 2026",
      "paragraphHtml": "<p class=\"fade--50\">Copyright Aircall 2026</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 84/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: smbs, enterprise, aircall, evolved, handles, interactions, end.

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

84/100

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 84/100 and needs improvement.

Evidence

{
  "title": "AI-Powered Customer Communications Platform for SMBs & Enterprise | Aircall",
  "h1": "Customer communications, evolved with AI that handles customer interactions, end to end.",
  "description": "AI-powered customer communications platform to unify channels, automate tasks, & provide insights. Integrate with CRM & helpdesk. 250+ integrations like Hubspot, Salesforce.",
  "topicOverlap": 0.36363636363636365,
  "definitionCount": 5,
  "topicTerms": [
    "powered",
    "customer",
    "communications",
    "platform",
    "smbs",
    "enterprise",
    "aircall",
    "evolved",
    "handles",
    "interactions",
    "end"
  ],
  "descriptionTerms": [
    "powered",
    "customer",
    "communications",
    "platform",
    "unify",
    "channels",
    "automate",
    "tasks",
    "provide",
    "insights",
    "integrate",
    "crm",
    "helpdesk",
    "250",
    "integrations",
    "like",
    "hubspot",
    "salesforce"
  ],
  "missingFromDescription": [
    "smbs",
    "enterprise",
    "aircall",
    "evolved",
    "handles",
    "interactions",
    "end"
  ],
  "score": 84,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

1 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

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

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "viewportContent": "width=device-width, initial-scale=1",
  "visibleWords": 1218,
  "htmlBytes": 314674,
  "imagesMissingDimensions": [
    {
      "src": "/icons/play.svg",
      "width": "",
      "height": "",
      "loading": "",
      "html": "<img src=\"/icons/play.svg\" alt=\"Play\">"
    },
    {
      "src": "https://a.storyblok.com/f/157376/x/52d1a34770/salesforce_blue.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://a.storyblok.com/f/157376/x/52d1a34770/salesforce_blue.svg\" alt=\"Salesforce \" loading=\"lazy\" fetchpriority=\"auto\">"
    },
    {
      "src": "https://a.storyblok.com/f/157376/x/2a5d2edee5/intercom.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://a.storyblok.com/f/157376/x/2a5d2edee5/intercom.svg\" alt=\"Intercom \" loading=\"lazy\" fetchpriority=\"auto\">"
    },
    {
      "src": "https://a.storyblok.com/f/157376/x/bc904e7890/zendesk.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://a.storyblok.com/f/157376/x/bc904e7890/zendesk.svg\" alt=\"Zendesk\" loading=\"lazy\" fetchpriority=\"auto\">"
    },
    {
      "src": "https://a.storyblok.com/f/157376/x/d05c386fee/pipedrive.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://a.storyblok.com/f/157376/x/d05c386fee/pipedrive.svg\" alt=\"Pipedrive\" loading=\"lazy\" fetchpriority=\"auto\">"
    },
    {
      "src": "https://a.storyblok.com/f/157376/x/a7644c32ef/microsoft-dyn.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://a.storyblok.com/f/157376/x/a7644c32ef/microsoft-dyn.svg\" alt=\"MS Dynamics\" loading=\"lazy\" fetchpriority=\"auto\">"
    },
    {
      "src": "https://a.storyblok.com/f/157376/x/5a43550761/messaging.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://a.storyblok.com/f/157376/x/5a43550761/messaging.svg\" alt=\"Sales \" loading=\"lazy\" fetchpriority=\"auto\">"
    },
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      "width": "",
      "height": "",
      "loading": "lazy",
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    },
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      "width": "",
      "height": "",
      "loading": "lazy",
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      "width": "",
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      "loading": "lazy",
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      "width": "",
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      "loading": "lazy",
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      "width": "",
      "height": "",
      "loading": "lazy",
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      "width": "",
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      "width": "",
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      "width": "",
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      "height": "",
      "loading": "lazy",
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      "height": "",
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      "width": "",
      "height": "",
      "loading": "lazy",
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      "width": "",
      "height": "",
      "loading": "lazy",
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    },
    {
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://a.storyblok.com/f/157376/x/076f81093f/info.svg\" alt=\"Glossary \" loading=\"lazy\" fetchpriority=\"auto\">"
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      "src": "https://a.storyblok.com/f/157376/x/51370492f8/assign.svg",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://a.storyblok.com/f/157376/x/51370492f8/assign.svg\" alt=\"Aircall Learning Lab\" loading=\"lazy\" fetchpriority=\"auto\">"
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://a.storyblok.com/f/157376/x/69a3bad617/home.svg\" alt=\"Help Center\" loading=\"lazy\" fetchpriority=\"auto\">"
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      "width": "",
      "height": "",
      "loading": "lazy",
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      "height": "",
      "loading": "lazy",
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      "width": "",
      "height": "",
      "loading": "lazy",
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      "height": "",
      "loading": "lazy",
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      "height": "",
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  ],
  "possibleDialogs": [],
  "score": 80,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

Missing likely AI Overview intent sections: what, how, 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": "Aircall",
      "html": "<h2 class=\"TaglineScrollReveal_title__vcvX_\">Aircall</h2>"
    },
    {
      "text": "250+ integrations that connect every conversation to your business tools.",
      "html": "<h2 class=\"b26_title__7fVow\">250+ integrations that connect every conversation to your business tools.</h2>"
    },
    {
      "text": "The definitive AI implementation guide, no developer needed.",
      "html": "<h2 class=\"ImageBackgroundCta_heading___x4ff\">The definitive AI implementation guide, no developer needed.</h2>"
    },
    {
      "text": "Upgrade your customer conversations today.",
      "html": "<h2 class=\"CtaWithBadges_heading__6ZPaS\">Upgrade your customer conversations today.</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is AI-Powered Customer Communications Platform f...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does AI-Powered Customer Communications Platform f... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use AI-Powered Customer Communications Platform f...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is AI-Powered Customer Communications Platform f... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does AI-Powered Customer Communications Platform f... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is AI-Powered Customer Communications Platform f...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does AI-Powered Customer Communications Platform f... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use AI-Powered Customer Communications Platform f...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is AI-Powered Customer Communications Platform f... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does AI-Powered Customer Communications Platform f... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

Fetch to find resource
AI context endpoint was not found at the expected path.

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

Missing likely AI Overview intent sections: what, how, 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": "Aircall",
      "html": "<h2 class=\"TaglineScrollReveal_title__vcvX_\">Aircall</h2>"
    },
    {
      "text": "250+ integrations that connect every conversation to your business tools.",
      "html": "<h2 class=\"b26_title__7fVow\">250+ integrations that connect every conversation to your business tools.</h2>"
    },
    {
      "text": "The definitive AI implementation guide, no developer needed.",
      "html": "<h2 class=\"ImageBackgroundCta_heading___x4ff\">The definitive AI implementation guide, no developer needed.</h2>"
    },
    {
      "text": "Upgrade your customer conversations today.",
      "html": "<h2 class=\"CtaWithBadges_heading__6ZPaS\">Upgrade your customer conversations today.</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is AI-Powered Customer Communications Platform f...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does AI-Powered Customer Communications Platform f... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use AI-Powered Customer Communications Platform f...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is AI-Powered Customer Communications Platform f... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does AI-Powered Customer Communications Platform f... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is AI-Powered Customer Communications Platform f...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does AI-Powered Customer Communications Platform f... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use AI-Powered Customer Communications Platform f...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is AI-Powered Customer Communications Platform f... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does AI-Powered Customer Communications Platform f... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

Agent Ease of UseAuthEmerging recommendation

Auth.md Agent Registration

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

Informational

Needs attention

Auth.md Agent Registration

Informational

Issue

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

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=utf-8" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.
Publish protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate agent_auth authorization metadata
OAuth authorization server metadata could not be fetched.

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 448554,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
          "compatibleContentType": false,
          "contentLength": 446199,
          "hasRegisterInstructions": true,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": true,
          "links": [
            "/javascript",
            "//js.hs-scripts.com/48407761.js",
            "/script",
            "https://app.storyblok.com\"",
            "https://vercel.live\"",
            "/title",
            "/favicon.ico",
            "/favicon.svg",
            "/svg+xml",
            "/apple-touch-icon.png"
          ],
          "rawExcerpt": "<!DOCTYPE html><html translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=utf-8\" is not Markdown or text/plain; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8",
        "length": 448554,
        "text": "<!DOCTYPE html><html translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch-icon.png\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" sizes=\"152x152\" href=\"/apple-touch-icon-152x152.png\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" sizes=\"120x120\" href=\"/apple-touch-icon-120x120.png\" data-next-head=\"\"/><link rel=\"manifest\" href=\"/manifest.webmanifest\" data-next-head=\"\"/><link rel=\"canonical\" href=\"https://aircall.io/\" data-next-head=\"\"/><link rel=\"alternate\" href=\"https://aircall.io/\" hrefLang=\"en-au\" data-next-head=\"\"/><link rel=\"alternate\" href=\"https://aircall.io/\" hrefLang=\"en-gb\" data-next-head=\"\"/><link rel=\"alternate\" href=\"https://aircall.io/\" hrefLang=\"x-default\" data-next-head=\"\"/><meta property=\"og:site_name\" content=\"Aircall\" data-next-head=\"\"/><meta property=\"og:title\" content=\"404\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Not found\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://aircall.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary\" data-next-head=\"\"/><meta property=\"twitter:domain\" content=\"aircall.io\" data-next-head=\"\"/><meta property=\"twitter:url\" content=\"https://aircall.io/\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"https://aircall.io/\" data-next-head=\"\"/><meta name=\"twitter:title\" content=\"404\" data-next-head=\"\"/><meta name=\"twitter:description\" content=\"Not found\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@aircall\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://a.storyblok.com/f/157376/1200x630/e9706cdc7b/og-image-en_1200x630.png/m/1200x0\" data-next-head=\"\"/><meta name=\"twitter:image\" content=\"https://a.storyblok.com/f/157376/1200x630/e9706cdc7b/og-image-en_1200x630.png/m/1200x0\" data-next-head=\"\"/><meta name=\"google-site-verification\" content=\"dsgQUIBnPS2UTNb5GlTcLXBFoQDOiJrsab6LdK6T_5Q\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/9e99ffb9b8dbe6b7-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/55258c5966971203-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/6614870b68f65553-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f60f2cda370d4eb9-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/e9f89834d0cf63d9-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/fbfd6479f61fc99c-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/1917ffa3e603c1ce-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/7505d402b939e01d-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/0b7224382dba3c9f-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossor"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
    },
    {
      "id": "agent-auth-block",
      "title": "Validate agent_auth authorization metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "issue": "OAuth authorization server metadata could not be fetched.",
        "fetch": {
          "ok": false,
          "statusCode": 404,
          "contentType": "text/html; charset=utf-8",
          "length": 448554,
          "text": "<!DOCTYPE html><html translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch-icon.png\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" sizes=\"152x152\" href=\"/apple-touch-icon-152x152.png\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" sizes=\"120x120\" href=\"/apple-touch-icon-120x120.png\" data-next-head=\"\"/><link rel=\"manifest\" href=\"/manifest.webmanifest\" data-next-head=\"\"/><link rel=\"canonical\" href=\"https://aircall.io/\" data-next-head=\"\"/><link rel=\"alternate\" href=\"https://aircall.io/\" hrefLang=\"en-au\" data-next-head=\"\"/><link rel=\"alternate\" href=\"https://aircall.io/\" hrefLang=\"en-gb\" data-next-head=\"\"/><link rel=\"alternate\" href=\"https://aircall.io/\" hrefLang=\"x-default\" data-next-head=\"\"/><meta property=\"og:site_name\" content=\"Aircall\" data-next-head=\"\"/><meta property=\"og:title\" content=\"404\" data-next-head=\"\"/><meta property=\"og:description\" content=\"Not found\" data-next-head=\"\"/><meta property=\"og:url\" content=\"https://aircall.io/\" data-next-head=\"\"/><meta property=\"og:type\" content=\"website\" data-next-head=\"\"/><meta name=\"twitter:card\" content=\"summary\" data-next-head=\"\"/><meta property=\"twitter:domain\" content=\"aircall.io\" data-next-head=\"\"/><meta property=\"twitter:url\" content=\"https://aircall.io/\" data-next-head=\"\"/><meta name=\"twitter:site\" content=\"https://aircall.io/\" data-next-head=\"\"/><meta name=\"twitter:title\" content=\"404\" data-next-head=\"\"/><meta name=\"twitter:description\" content=\"Not found\" data-next-head=\"\"/><meta name=\"twitter:creator\" content=\"@aircall\" data-next-head=\"\"/><meta property=\"og:image\" content=\"https://a.storyblok.com/f/157376/1200x630/e9706cdc7b/og-image-en_1200x630.png/m/1200x0\" data-next-head=\"\"/><meta name=\"twitter:image\" content=\"https://a.storyblok.com/f/157376/1200x630/e9706cdc7b/og-image-en_1200x630.png/m/1200x0\" data-next-head=\"\"/><meta name=\"google-site-verification\" content=\"dsgQUIBnPS2UTNb5GlTcLXBFoQDOiJrsab6LdK6T_5Q\" data-next-head=\"\"/><link rel=\"preload\" href=\"/_next/static/media/9e99ffb9b8dbe6b7-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/55258c5966971203-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/6614870b68f65553-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/f60f2cda370d4eb9-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/e9f89834d0cf63d9-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/fbfd6479f61fc99c-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/1917ffa3e603c1ce-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/7505d402b939e01d-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossorigin=\"anonymous\" data-next-font=\"size-adjust\"/><link rel=\"preload\" href=\"/_next/static/media/0b7224382dba3c9f-s.p.woff2\" as=\"font\" type=\"font/woff2\" crossor"
        }
      },
      "issue": "OAuth authorization server metadata could not be fetched.",
      "howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.

Evidence

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

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

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

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

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

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 448554
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Agent Ease of UseAuthEmerging recommendation

OAuth Protected Resource

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

Informational

Needs attention

OAuth Protected Resource

Informational

Issue

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

Why it matters

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

Check name

OAuth Protected Resource

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html translate=\"no\"><head><meta charSet=\"UTF-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><script type=\"text/javascript\" id=\"hs-script-loader\" async=\"\" defer=\"\" src=\"//js.hs-scripts.com/48407761.js\"></script><link rel=\"preconnect\" href=\"https://app.storyblok.com\" data-next-head=\"\"/><link rel=\"preconnect\" href=\"https://vercel.live\" data-next-head=\"\"/><meta name=\"robots\" content=\"noindex,nofollow\" data-next-head=\"\"/><title data-next-head=\"\">404 | Aircall</title><meta name=\"description\" content=\"Not found\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.ico\" sizes=\"any\" data-next-head=\"\"/><link rel=\"icon\" href=\"/favicon.svg\" type=\"image/svg+xml\" data-next-head=\"\"/><link rel=\"apple-touch-icon\" href=\"/apple-touch"
      },
      "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://aircall.io"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://aircall.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://aircall.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://aircall.io/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "login"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

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

100 Fail

Check name

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

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).

References

https://web.dev/learn/accessibility/

Evidence

{
  "description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}

Performance and AccessibilityBest PracticesBrowser audit

Issues were logged in the `Issues` panel in Chrome Devtools

100 Fail

Check name

Issues were logged in the `Issues` panel in Chrome Devtools

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Fix guidance

Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue.

References

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

Evidence

{
  "description": "Issues logged to the `Issues` panel in Chrome Devtools indicate unresolved problems. They can come from network request failures, insufficient security controls, and other browser concerns. Open up the Issues panel in Chrome DevTools for more details on each issue."
}

SEOSEOBrowser audit

Links do not have descriptive text

50 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

4 links 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": "4 links 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/)."
}

SEOSEOBrowser audit

robots.txt is not valid

50 Fail

Check name

robots.txt is not valid

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

1 error found

Fix guidance

If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/).

References

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

Evidence

{
  "displayValue": "1 error found",
  "description": "If your robots.txt file is malformed, crawlers may not be able to understand how you want your website to be crawled or indexed. [Learn more about robots.txt](https://developer.chrome.com/docs/lighthouse/seo/invalid-robots-txt/)."
}

Performance and AccessibilityPerformanceBrowser audit

Forced reflow

20 Fail

Check name

Forced reflow

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

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

Performance and AccessibilityPerformanceBrowser audit

Touch targets do not have sufficient size or spacing.

20 Fail

Check name

Touch targets do not have sufficient size or spacing.

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size).

References

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

Evidence

{
  "description": "Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size)."
}

Performance and AccessibilityPerformanceBrowser audit

Avoid enormous network payloads

10 Warning

Check name

Avoid enormous network payloads

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Total size was 4,498 KiB

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Total size was 4,498 KiB",
  "description": "Large network payloads cost users real money and are highly correlated with long load times. [Learn how to reduce payload sizes](https://developer.chrome.com/docs/lighthouse/performance/total-byte-weight/).",
  "numericValue": 4605989
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

10 Warning

Check name

Use efficient cache lifetimes

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 368 KiB

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Est savings of 368 KiB",
  "description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

8 Fail

Check name

Loading performance

Score

61/100

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": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 400 ms",
      "numericValue": 399
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 54,
      "displayValue": "240 ms",
      "numericValue": 236
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "50 ms",
      "numericValue": 45.910214999999994
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 31,
      "displayValue": "5.6 s",
      "numericValue": 5634.16503497493
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 24,
      "displayValue": "550 ms",
      "numericValue": 547.0000000000009
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 100,
      "displayValue": "0.5 s",
      "numericValue": 466.70329071181436
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 64,
      "displayValue": "2.0 s",
      "numericValue": 1961.0484390397892
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 12,
      "displayValue": "3.8 s",
      "numericValue": 3839.3275210177126
    }
  ]
}

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

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1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 10, 2026	58/100	Level 3, Bot-Aware	Current report