CanAgentUse

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https://plaid.com/

SCANNED

Jun 8, 2026, 11:45 PM

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https://plaid.com/

SCANNED

Jun 8, 2026, 11:45:36 PMJun 8, 2026, 11:45 PM

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47/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Plaid: Enabling all companies to build fintech solutions

Plaid helps all companies build fintech solutions by making it easy, safe and reliable for people to connect their financial data to apps and services.

Next step

Turn this report into a fix workflow

27 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	38	Priority fix	9	14	1	View details
Discoverability	50	Needs work	4	5	0	View details
Content Readiness	54	Needs work	5	5	1	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	6	Priority fix	4	29	3	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	7	0	View details
MCP	13	Priority fix	0	6	2	View details
Skill Discovery	5	Priority fix	0	10	1	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	72	Needs work	5	2	13	View details
GEO Readiness	89	Mostly ready	2	0	4
AIO Readiness	63	Needs work	1	1	5	View details
AEO Readiness	64	Needs work	2	1	4	View details
SEO	100	Strong	11	0	0
SEO	100	Strong	11	0	0
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	64	Needs work	18	8	1	View details
Performance	48	Priority fix	12	8	1	View details
Accessibility	95	Strong	6	0	0

Prioritized recommendations

Issues ranked by score impact

52 items need attention

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"
      },
      "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 class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
      },
      "issue": "Response is not valid JSON.",
      "howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
    },
    {
      "id": "target-validation",
      "title": "Fetch advertised API catalog targets",
      "status": "fail",
      "evidence": {
        "checked": [],
        "failures": [
          {
            "reason": "No same-origin API catalog hrefs were available to fetch."
          }
        ]
      },
      "issue": "API Catalog did not expose any same-origin hrefs to validate.",
      "howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
    }
  ]
}

Agent Ease of UseAPIEstablished

OpenAPI discovery

OpenAPI discovery failed at "Find valid OpenAPI document".

50 Fail

Needs attention

OpenAPI discovery

Failed check

Issue

OpenAPI YAML document did not match the expected shape. Content-Type "text/html" 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" 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",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" 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 class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

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

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check

Issue

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

Why it matters

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

Check name

AI bot rules in robots.txt

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Established

Goal

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

Result

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

Evidence

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

AI DiscoverabilityBot Access ControlInformational

Content Signal

Content Signal is missing or incomplete.

33 Fail

Needs attention

Content Signal

Failed check

Issue

No Content Signal found in robots.txt

Why it matters

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

Check name

Content Signal

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

Content Signal is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

33 Fail

Needs attention

High-value schema types

Failed check

Issue

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

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

33 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

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

Evidence

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

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

33 Fail

Needs attention

Markdown negotiation

Failed check

Issue

Content-Type "text/html" does not indicate Markdown when requested with Accept: text/markdown.

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

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

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html"
      },
      "issue": "Content-Type \"text/html\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 37687,
        "excerpt": "<!DOCTYPE html><html class=\"no-js\" lang=\"en\"><head><script>window.LD_COOKIE=document.cookie</script><meta charSet=\"utf-8\"/><meta http-equiv=\"x-ua-compatible\" content=\"ie=edge\"/><meta name=\"viewport\" content=\"width=device-width, initial-scal",
        "issue": "Markdown response is missing a heading."
      },
      "issue": "Markdown response is missing a heading.",
      "howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

33 Fail

Needs attention

Organization / WebSite schema

Failed check

Issue

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

Why it matters

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

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence

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

AI DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

33 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: skipped heading levels.

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": true,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": true,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [],
    "imagesMissingAlt": [],
    "skippedHeadingLevels": [
      "h1: Turn data into revolutionary financial products",
      "h2: See how AI's shaping finance",
      "h2: Powered by the largest financial network. Built for every financial need.",
      "h3: Bank payments designed for fast connection and high conversion",
      "h3: Credit scoring & underwriting that reflects real-time financial behavior",
      "h3: Fraud protection built on millions of data points",
      "h3: Instant onboarding with the most trusted financial flow",
      "h3: Personal financial management built on trusted, actionable data",
      "h2: The AI infrastructure behind smarter financial products",
      "h2: A network that makes your products better",
      "h3: 1 in 21 in 2 banked adults in the U.S. use Plaid",
      "h3: 0%25% higher onboarding conversion",
      "h3: 1M+Over one million daily connections",
      "h3: 5,00012,000 financial institutions across 20 countries",
      "h2: Want access to 12K banks?We've got the API keys.",
      "h5: /auth/get",
      "h2: See what's possible with Plaid",
      "h2: Start building better financial products",
      "h3: Let's get started",
      "h2: Products",
      "h2: About us",
      "h2: Use cases",
      "h2: For consumers",
      "h2: Resources",
      "h2: Developers",
      "h2: For financial institutions"
    ]
  },
  "counts": {
    "h1": 1,
    "headings": 26,
    "links": 157,
    "inaccessibleLinks": 0,
    "buttons": 23,
    "inaccessibleButtons": 0,
    "images": 23,
    "imagesWithAlt": 23,
    "autocompleteInputs": 6,
    "inputsWithAutocomplete": 6,
    "missingAutocompleteInputs": 0
  }
}

AI DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Security & TrustSecurity & TrustEstablished

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
}

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "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."
    }
  ]
}

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
}

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "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

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
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is partially implemented.

25 Warning

Needs attention

Content freshness signals

Warning

Issue

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

Why it matters

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

Check name

Content freshness signals

Score

25/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is partially implemented.

Evidence

{
  "lastModified": "Mon, 08 Jun 2026 17:25:40 GMT",
  "schemaDates": [],
  "metaDateCount": 0,
  "timeDateCount": 0
}

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",
            "length": 212827
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "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",
            "length": 212827
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

20 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

20 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "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": "plaid.com",
        "probes": [
          {
            "name": "_index._agents.plaid.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          },
          {
            "name": "_a2a._agents.plaid.com",
            "found": false,
            "recordCount": 1,
            "records": [],
            "hasAlpn": false,
            "hasEndpoint": false
          }
        ]
      },
      "issue": "No DNS-AID entrypoint records were found under _agents.",
      "howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
    },
    {
      "id": "service-params",
      "title": "Validate alpn and endpoint parameters",
      "status": "informational",
      "evidence": {
        "discovered": []
      },
      "howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
    },
    {
      "id": "dnssec",
      "title": "Check DNSSEC material",
      "status": "warning",
      "evidence": {
        "hasDnssecMaterial": false,
        "checked": [
          {
            "name": "plaid.com",
            "dnssecTypes": [],
            "dnssecRecordCount": 0
          }
        ]
      },
      "issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
      "howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
    }
  ]
}

Agent Ease of UseMCPInformational

WebMCP

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

13 Warning

Needs attention

WebMCP

Warning

Issue

WebMCP declarative annotations need fixes.

Details

Why it matters

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

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

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

Result

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

Validation steps

Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input> is missing a name attribute.
<input> is missing a label.
<input> is missing tool-param-description.
<input name="FirstName"> is missing tool-param-description.
<input name="LastName"> is missing tool-param-description.
<input name="Email"> is missing tool-param-description.
<input name="Company"> is missing tool-param-description.
<input> is missing a name attribute.
<input> is missing tool-param-description.
<input name="Phone"> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.

Evidence

{
  "failedStep": "declarative-annotation-quality",
  "steps": [
    {
      "id": "data-mcp-tool-attributes",
      "title": "Detect data-mcp-tool annotations",
      "status": "informational",
      "evidence": {
        "dataMcpToolCount": 0,
        "dataMcpTools": []
      },
      "issue": "No data-mcp-tool attributes were found on interactive elements.",
      "howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
    },
    {
      "id": "declarative-tags",
      "title": "Detect WebMCP declarative tags",
      "status": "informational",
      "evidence": {
        "totalForms": 2,
        "formsWithTags": 0,
        "totalInteractive": 187,
        "interactiveWithTags": 0,
        "totalCount": 189,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input name=\"FirstName\"> is missing tool-param-description.",
          "<input name=\"LastName\"> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description.",
          "<input name=\"Company\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input name=\"Phone\"> is missing tool-param-description."
        ]
      },
      "issue": "No elements found with tool-name or tool-description attributes.",
      "howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
    },
    {
      "id": "declarative-annotation-quality",
      "title": "Validate WebMCP declarative annotation quality",
      "status": "warning",
      "evidence": {
        "issueCount": 10,
        "issues": [
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input name=\"FirstName\"> is missing tool-param-description.",
          "<input name=\"LastName\"> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description.",
          "<input name=\"Company\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input name=\"Phone\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing a label."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"FirstName\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"LastName\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Company\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input> is missing a name attribute."
            },
            {
              "type": "code",
              "value": "<input> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Phone\"> is missing tool-param-description."
            }
          ]
        }
      ],
      "howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
    },
    {
      "id": "imperative-api",
      "title": "Detect WebMCP imperative API usage",
      "status": "informational",
      "evidence": {
        "staticSignals": {
          "detected": false,
          "matched": []
        },
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
      "howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
    },
    {
      "id": "browser-navigator-injection",
      "title": "Detect WebMCP browser navigator injection",
      "status": "informational",
      "evidence": {
        "browser": {
          "checked": true,
          "detected": false,
          "hasNavigatorModelContext": false,
          "modelContextType": "undefined",
          "hasProvideContext": false,
          "hasRegisterTool": false
        }
      },
      "issue": "navigator.modelContext was not detected in the rendered browser page.",
      "howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
    },
    {
      "id": "surface-coverage",
      "title": "Interactive surface coverage",
      "status": "informational",
      "evidence": {
        "totalForms": 2,
        "formsWithTags": 0,
        "totalInteractive": 187,
        "interactiveWithTags": 0,
        "totalCount": 189,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input> is missing a name attribute.",
          "<input> is missing a label.",
          "<input> is missing tool-param-description.",
          "<input name=\"FirstName\"> is missing tool-param-description.",
          "<input name=\"LastName\"> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description.",
          "<input name=\"Company\"> is missing tool-param-description.",
          "<input> is missing a name attribute.",
          "<input> is missing tool-param-description.",
          "<input name=\"Phone\"> is missing tool-param-description."
        ]
      },
      "issue": "Only 0% of interactive surfaces are annotated.",
      "howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
    }
  ],
  "staticSignals": {
    "detected": false,
    "matched": []
  },
  "coverage": {
    "totalForms": 2,
    "formsWithTags": 0,
    "totalInteractive": 187,
    "interactiveWithTags": 0,
    "totalCount": 189,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input> is missing a name attribute.",
      "<input> is missing a label.",
      "<input> is missing tool-param-description.",
      "<input name=\"FirstName\"> is missing tool-param-description.",
      "<input name=\"LastName\"> is missing tool-param-description.",
      "<input name=\"Email\"> is missing tool-param-description.",
      "<input name=\"Company\"> is missing tool-param-description.",
      "<input> is missing a name attribute.",
      "<input> is missing tool-param-description.",
      "<input name=\"Phone\"> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

6 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": "/company/",
      "text": "Company",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/company/\">Company</a>"
    },
    {
      "href": "https://www.linkedin.com/company/plaid-/",
      "text": "",
      "html": "<a class=\"Link_default__j2D2I css-0\" aria-label=\"Go to https://www.linkedin.com/company/plaid-/\" href=\"https://www.linkedin.com/company/plaid-/\"><div class=\"lazyload-wrapper \"><div style=\"height:100%\" class=\"lazyload-placeholder\"></div></div></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/products/app-directory/",
      "text": "App DirectoryApp insights to help manage risk and compliance",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/products/app-directory/\"><div class=\"css-ibgeem\"><span class=\"css-4mjv7g\"><span class=\"icon-container\"><span class=\"css-1obf64m\"><svg aria-hidden=\"false\" role=\"img\" aria-label=\"mobile\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"Icon-module_icon__3vKVT Icon-module_iconContrastDefault__brKWX css-13sjdh2\"><path d=\"M10 4.75H6V3.25H10V4.75Z\" fill=\"currentColor\"/><path d=\"M9 12C9 12.5523 8.55228 13 8 1..."
    },
    {
      "href": "/layer/",
      "text": "LayerCapture identity, contact and bank info in a single click.",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/layer/\"><div class=\"css-ibgeem\"><span class=\"css-4mjv7g\"><span class=\"icon-container\"><span class=\"css-1obf64m\"><svg aria-hidden=\"false\" role=\"img\" aria-label=\"platform\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"Icon-module_icon__3vKVT Icon-module_iconContrastDefault__brKWX css-13sjdh2\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7.62213 0.352166C7.85565 0.215945 8.14442 0.215945 8.37794 0..."
    },
    {
      "href": "/contact/",
      "text": "Contact sales",
      "html": "<a href=\"/contact/\" class=\"base-Button-root cms-btn-secondary css-1ngylwq\"><span class=\"bg-c MuiBox-root css-1xdhyk6\"><span class=\"bg MuiBox-root css-1xdhyk6\"></span></span><span class=\"MuiStack-root txt css-1j7wj83\"> <!-- -->Contact sales<!-- --> </span></a>"
    },
    {
      "href": "#contactForm",
      "text": "Talk with our team",
      "html": "<a href=\"#contactForm\" class=\"css-ivvkr9\">Talk with our team</a>"
    },
    {
      "href": "/contact/",
      "text": "Contact",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/contact/\">Contact</a>"
    },
    {
      "href": "//my.plaid.com/help",
      "text": "FAQs",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"//my.plaid.com/help\">FAQs</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/legal/#privacy-statement",
      "text": "Plaid's Privacy Statement",
      "html": "<a href=\"/legal/#privacy-statement\">Plaid&apos;s Privacy Statement</a>"
    },
    {
      "href": "/legal/#privacy-statement",
      "text": "Legal",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/legal/#privacy-statement\">Legal</a>"
    },
    {
      "href": "/legal/#end-user-privacy-policy",
      "text": "End User Privacy Policy",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/legal/#end-user-privacy-policy\">End User Privacy Policy</a>"
    }
  ],
  "score": 40,
  "weight": 22
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

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

5 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": "/company/",
      "text": "Company",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/company/\">Company</a>"
    },
    {
      "href": "https://www.linkedin.com/company/plaid-/",
      "text": "",
      "html": "<a class=\"Link_default__j2D2I css-0\" aria-label=\"Go to https://www.linkedin.com/company/plaid-/\" href=\"https://www.linkedin.com/company/plaid-/\"><div class=\"lazyload-wrapper \"><div style=\"height:100%\" class=\"lazyload-placeholder\"></div></div></a>"
    }
  ],
  "contactLinks": [
    {
      "href": "/products/app-directory/",
      "text": "App DirectoryApp insights to help manage risk and compliance",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/products/app-directory/\"><div class=\"css-ibgeem\"><span class=\"css-4mjv7g\"><span class=\"icon-container\"><span class=\"css-1obf64m\"><svg aria-hidden=\"false\" role=\"img\" aria-label=\"mobile\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"Icon-module_icon__3vKVT Icon-module_iconContrastDefault__brKWX css-13sjdh2\"><path d=\"M10 4.75H6V3.25H10V4.75Z\" fill=\"currentColor\"/><path d=\"M9 12C9 12.5523 8.55228 13 8 1..."
    },
    {
      "href": "/layer/",
      "text": "LayerCapture identity, contact and bank info in a single click.",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/layer/\"><div class=\"css-ibgeem\"><span class=\"css-4mjv7g\"><span class=\"icon-container\"><span class=\"css-1obf64m\"><svg aria-hidden=\"false\" role=\"img\" aria-label=\"platform\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"Icon-module_icon__3vKVT Icon-module_iconContrastDefault__brKWX css-13sjdh2\"><path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M7.62213 0.352166C7.85565 0.215945 8.14442 0.215945 8.37794 0..."
    },
    {
      "href": "/contact/",
      "text": "Contact sales",
      "html": "<a href=\"/contact/\" class=\"base-Button-root cms-btn-secondary css-1ngylwq\"><span class=\"bg-c MuiBox-root css-1xdhyk6\"><span class=\"bg MuiBox-root css-1xdhyk6\"></span></span><span class=\"MuiStack-root txt css-1j7wj83\"> <!-- -->Contact sales<!-- --> </span></a>"
    },
    {
      "href": "#contactForm",
      "text": "Talk with our team",
      "html": "<a href=\"#contactForm\" class=\"css-ivvkr9\">Talk with our team</a>"
    },
    {
      "href": "/contact/",
      "text": "Contact",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/contact/\">Contact</a>"
    },
    {
      "href": "//my.plaid.com/help",
      "text": "FAQs",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"//my.plaid.com/help\">FAQs</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "/legal/#privacy-statement",
      "text": "Plaid's Privacy Statement",
      "html": "<a href=\"/legal/#privacy-statement\">Plaid&apos;s Privacy Statement</a>"
    },
    {
      "href": "/legal/#privacy-statement",
      "text": "Legal",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/legal/#privacy-statement\">Legal</a>"
    },
    {
      "href": "/legal/#end-user-privacy-policy",
      "text": "End User Privacy Policy",
      "html": "<a class=\"Link_default__j2D2I css-0\" href=\"/legal/#end-user-privacy-policy\">End User Privacy Policy</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

5 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

24 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": 24,
  "passing": 0,
  "failing": [
    {
      "heading": "See how AI's shaping finance",
      "headingHtml": "<h2 class=\"css-1jttj28\">See how AI&apos;s shaping finance</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Powered by the largest financial network. Built for every financial need.",
      "headingHtml": "<h2 class=\"css-1743lu7\">Powered by the largest financial network. <br>Built for every financial need.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Bank payments designed for fast connection and high conversion",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Bank payments</span> <!-- -->designed for fast connection and high conversion</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Credit scoring & underwriting that reflects real-time financial behavior",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Credit scoring &amp; underwriting</span> <!-- -->that reflects real-time financial behavior</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Fraud protection built on millions of data points",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Fraud protection</span> <!-- -->built on millions of data points</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Instant onboarding with the most trusted financial flow",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Instant onboarding</span> <!-- -->with the most trusted financial flow</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Personal financial management built on trusted, actionable data",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Personal financial management</span> <!-- -->built on trusted, actionable data</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The AI infrastructure behind smarter financial products",
      "headingHtml": "<h2 class=\"css-i890ci\">The AI infrastructure behind smarter financial products</h2>",
      "firstParagraph": "Venmo",
      "paragraphHtml": "<p class=\"css-1tcctn1\">Venmo</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "A network that makes your products better",
      "headingHtml": "<h2 class=\"css-1vv7kmz\">A network that makes your products better</h2>",
      "firstParagraph": "When you build on the world's largest financial data network, your products get smarter with every connection—helping you increase conversion, expand access, and grow faster.",
      "paragraphHtml": "<p class=\"css-11ys4p9\">When you build on the world&apos;s largest financial data network, your products get smarter with every connection&#x2014;helping you increase conversion, expand access, and grow faster.</p>",
      "words": 26,
      "direct": false,
      "issue": "First paragraph is 26 words and does not look like a concise direct answer."
    },
    {
      "heading": "1 in 21 in 2 banked adults in the U.S. use Plaid",
      "headingHtml": "<h3><span class=\"hide-for-aeo css-1mnh6z\">1 in 2</span><span data-nosnippet=\"true\" class=\"hide-for-user\">1 in 2&#xa0;</span><br class=\"hide-for-aeo\"><span class=\"css-1d3f4t1\">banked adults in the U.S. use Plaid</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "0%25% higher onboarding conversion",
      "headingHtml": "<h3><span class=\"hide-for-aeo css-1mnh6z\">0<!-- -->%</span><span data-nosnippet=\"true\" class=\"hide-for-user\">25%&#xa0;</span><br class=\"hide-for-aeo\"><span class=\"css-1d3f4t1\">higher onboarding conversion</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "1M+Over one million daily connections",
      "headingHtml": "<h3><span class=\"hide-for-aeo css-1mnh6z\">1M+</span><span data-nosnippet=\"true\" class=\"hide-for-user\">Over one million&#xa0;</span><br class=\"hide-for-aeo\"><span class=\"css-1d3f4t1\">daily connections</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "5,00012,000 financial institutions across 20 countries",
      "headingHtml": "<h3><span class=\"hide-for-aeo css-1mnh6z\">5,000</span><span data-nosnippet=\"true\" class=\"hide-for-user\">12,000&#xa0;</span><br class=\"hide-for-aeo\"><span class=\"css-1d3f4t1\">financial institutions across 20 countries</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Want access to 12K banks?We've got the API keys.",
      "headingHtml": "<h2 class=\"css-102j9p7\">Want access to 12K banks?<br>We&apos;ve got the API keys.</h2>",
      "firstParagraph": "You build the experience. We'll handle the data.",
      "paragraphHtml": "<p class=\"css-1ipeegg\">You build the experience. We&apos;ll handle the data.</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "See what's possible with Plaid",
      "headingHtml": "<h2 class=\"css-gn835r\">See what&apos;s possible with Plaid</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Start building better financial products",
      "headingHtml": "<h2 class=\"css-10ja840\">Start building better financial products</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Let's get started",
      "headingHtml": "<h3 class=\"css-spatzx\">Let&apos;s get started</h3>",
      "firstParagraph": "By submitting this form, I confirm that I have read and understood Plaid's Privacy Statement.",
      "paragraphHtml": "<p class=\"Thr-Text css-1fakqa0\">By submitting this form, I confirm that I have read and understood<!-- --> <a href=\"/legal/#privacy-statement\">Plaid&apos;s Privacy Statement</a>.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Products",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"products\">Products</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "About us",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"about-us\">About us</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Use cases",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"use-cases\">Use cases</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For consumers",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"for-consumers\">For consumers</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Resources",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"resources\">Resources</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Developers",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"developers\">Developers</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For financial institutions",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"for-financial institutions\">For financial institutions</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

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

4 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

24 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": 14,
  "questionH2s": [],
  "hasFaq": true,
  "score": 50,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

AIO: Visible structured data match scored 50/100 and needs improvement.

4 Warning

Needs attention

AIO: Visible structured data match

Warning

Issue

1 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

50/100

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: Visible structured data match scored 50/100 and needs improvement.

Evidence

{
  "schemaCount": 1,
  "checkedFields": [
    {
      "path": "$[0].name",
      "value": "Plaid"
    },
    {
      "path": "$[0].description",
      "value": "Plaid enables you to tap into the industry's largest network of banks, fintechs, and consumers. Beyond connecting financial accounts, Plaid helps businesses onboard new customers, reduce fraud, and increase the lifetime value of customers across the user journey."
    }
  ],
  "mismatches": [
    {
      "path": "$[0].description",
      "value": "Plaid enables you to tap into the industry's largest network of banks, fintechs, and consumers. Beyond connecting financial accounts, Plaid helps businesses onboard new customers, reduce fraud, and increase the lifetime value of customers across the user journey."
    }
  ],
  "score": 50,
  "weight": 18
}

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

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

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: AI preview controls

AIO: AI preview controls scored 60/100 and needs improvement.

2 Warning

Needs attention

AIO: AI preview controls

Warning

Issue

4 data-nosnippet element(s) found.

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: AI preview controls

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: AI preview controls scored 60/100 and needs improvement.

Evidence

{
  "restrictiveDirectives": [],
  "dataNoSnippetElements": [
    "<span data-nosnippet=\"true\" class=\"hide-for-user\">1 in 2&#xa0;</span>",
    "<span data-nosnippet=\"true\" class=\"hide-for-user\">25%&#xa0;</span>",
    "<span data-nosnippet=\"true\" class=\"hide-for-user\">Over one million&#xa0;</span>",
    "<span data-nosnippet=\"true\" class=\"hide-for-user\">12,000&#xa0;</span>"
  ],
  "score": 60,
  "weight": 12
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

2 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

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

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

85/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": true,
  "definitionPatterns": 1,
  "schemaBlocks": 1,
  "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

GEO: Entity clarity

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

2 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: enabling, turn, into, revolutionary, products.

Details

Why it matters

Check name

GEO: Entity clarity

Score

88/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "title": "Plaid: Enabling all companies to build fintech solutions",
  "h1": "Turn data into revolutionary financial products",
  "description": "Plaid helps all companies build fintech solutions by making it easy, safe and reliable for people to connect their financial data to apps and services.",
  "topicOverlap": 0.6153846153846154,
  "topicTerms": [
    "plaid",
    "enabling",
    "all",
    "companies",
    "build",
    "fintech",
    "solutions",
    "turn",
    "data",
    "into",
    "revolutionary",
    "financial",
    "products"
  ],
  "descriptionTerms": [
    "plaid",
    "helps",
    "all",
    "companies",
    "build",
    "fintech",
    "solutions",
    "making",
    "easy",
    "safe",
    "reliable",
    "people",
    "connect",
    "their",
    "financial",
    "data",
    "apps",
    "services"
  ],
  "missingFromDescription": [
    "enabling",
    "turn",
    "into",
    "revolutionary",
    "products"
  ],
  "score": 88,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

1 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

17 image(s) are missing width/height attributes. 6 possible modal/interstitial element(s) detected.

Details

Why it matters

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

Check name

AIO: Page experience for AIO

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "viewportContent": "width=device-width, initial-scale=1.0",
  "visibleWords": 752,
  "htmlBytes": 1064849,
  "imagesMissingDimensions": [
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      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img class=\"border-image css-hyslke\" alt src=\"https://images.ctfassets.net/ss5kfr270og3/4EB5WsXthy4beE37T83K9R/328d3843044e1b8a87aefd97b8eb478f/homepage-solutions-border-image.png?fm=webp&amp;q=70&amp;w=400\" loading=\"lazy\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/6NaWfMcuLsaaxUKC8Lna1d/2d50503595bf5266080b582e6f23f08c/homepage-solutions-pbb-background-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/6NaWfMcuLsaaxUKC8Lna1d/2d50503595bf5266080b582e6f23f08c/homepage-solutions-pbb-background-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/3neijpK6poaHTeX1rIUW9Q/f6de13b9559c3255f1def1e409808aaa/homepage-solutions-pbb-foreground-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/3neijpK6poaHTeX1rIUW9Q/f6de13b9559c3255f1def1e409808aaa/homepage-solutions-pbb-foreground-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/4EB5WsXthy4beE37T83K9R/328d3843044e1b8a87aefd97b8eb478f/homepage-solutions-border-image.png?fm=webp&q=70&w=400",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img class=\"border-image css-hyslke\" alt src=\"https://images.ctfassets.net/ss5kfr270og3/4EB5WsXthy4beE37T83K9R/328d3843044e1b8a87aefd97b8eb478f/homepage-solutions-border-image.png?fm=webp&amp;q=70&amp;w=400\" loading=\"lazy\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/205Zc1829yiGfF4Yhn2d5z/3c294b899628f86fd8cc43f9089e528b/homepage-solutions-credit-scoring-background-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/205Zc1829yiGfF4Yhn2d5z/3c294b899628f86fd8cc43f9089e528b/homepage-solutions-credit-scoring-background-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/4aRlC8c3bHTtRQG7ZIxsAR/e8ca28f2adc4b6f52806c542e9289cb7/homepage-solutions-credit-scoring-foreground-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/4aRlC8c3bHTtRQG7ZIxsAR/e8ca28f2adc4b6f52806c542e9289cb7/homepage-solutions-credit-scoring-foreground-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/4EB5WsXthy4beE37T83K9R/328d3843044e1b8a87aefd97b8eb478f/homepage-solutions-border-image.png?fm=webp&q=70&w=400",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img class=\"border-image css-hyslke\" alt src=\"https://images.ctfassets.net/ss5kfr270og3/4EB5WsXthy4beE37T83K9R/328d3843044e1b8a87aefd97b8eb478f/homepage-solutions-border-image.png?fm=webp&amp;q=70&amp;w=400\" loading=\"lazy\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/2LWbhEC3byEPVbNH14LTJ2/2842ad93516dc6c39f445d7a13027bf7/homepage-solutions-fraud-background-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/2LWbhEC3byEPVbNH14LTJ2/2842ad93516dc6c39f445d7a13027bf7/homepage-solutions-fraud-background-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/3CFOwl9tGo2CVQH9HJyLwE/34755ab77b89eebfa38ee1db94edbf6f/homepage-solutions-fraud-foreground-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/3CFOwl9tGo2CVQH9HJyLwE/34755ab77b89eebfa38ee1db94edbf6f/homepage-solutions-fraud-foreground-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/4EB5WsXthy4beE37T83K9R/328d3843044e1b8a87aefd97b8eb478f/homepage-solutions-border-image.png?fm=webp&q=70&w=400",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img class=\"border-image css-hyslke\" alt src=\"https://images.ctfassets.net/ss5kfr270og3/4EB5WsXthy4beE37T83K9R/328d3843044e1b8a87aefd97b8eb478f/homepage-solutions-border-image.png?fm=webp&amp;q=70&amp;w=400\" loading=\"lazy\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/10KjSWjFK2v4Zn4gB0BMVK/615eb13bd693542fb2a0eccc9110d2df/homepage-solutions-onboarding-background-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/10KjSWjFK2v4Zn4gB0BMVK/615eb13bd693542fb2a0eccc9110d2df/homepage-solutions-onboarding-background-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/5SXkQTO9mqdNyVU4TaThLF/2dbf256a386b2ee0559bd16aa982f0df/homepage-solutions-onboarding-foreground-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/5SXkQTO9mqdNyVU4TaThLF/2dbf256a386b2ee0559bd16aa982f0df/homepage-solutions-onboarding-foreground-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/4EB5WsXthy4beE37T83K9R/328d3843044e1b8a87aefd97b8eb478f/homepage-solutions-border-image.png?fm=webp&q=70&w=400",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img class=\"border-image css-hyslke\" alt src=\"https://images.ctfassets.net/ss5kfr270og3/4EB5WsXthy4beE37T83K9R/328d3843044e1b8a87aefd97b8eb478f/homepage-solutions-border-image.png?fm=webp&amp;q=70&amp;w=400\" loading=\"lazy\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/3kiKIJ1GbOW9OOH3LhIvPz/03a06ac738632ea30884f95994bffd2b/homepage-solutions-pfm-background-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/3kiKIJ1GbOW9OOH3LhIvPz/03a06ac738632ea30884f95994bffd2b/homepage-solutions-pfm-background-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/64BJ11HVtxR9QyHqpolWng/f7a24833d1ad5547668ee06bc60fd3c8/homepage-solutions-pfm-foreground-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/64BJ11HVtxR9QyHqpolWng/f7a24833d1ad5547668ee06bc60fd3c8/homepage-solutions-pfm-foreground-mobile.png?fm=webp&amp;q=70\" alt loading=\"lazy\" class=\"css-0\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/1qxMOb6SDxt6rrw2VFX8Gi/f2d14fee94306ac509317442fbe78973/homepage-ai-cta-background-mobile.png?fm=webp&q=70",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img src=\"https://images.ctfassets.net/ss5kfr270og3/1qxMOb6SDxt6rrw2VFX8Gi/f2d14fee94306ac509317442fbe78973/homepage-ai-cta-background-mobile.png?fm=webp&amp;q=70\" class=\"background-image css-cq9yh3\" alt loading=\"lazy\">"
    },
    {
      "src": "https://images.ctfassets.net/ss5kfr270og3/2QX6nduCZaLnMJmP8D2VBR/ecd2946f6c9d506a727f9cd1d0544984/AdobeStock_566188450__3_.png?fm=webp&q=1&w=500",
      "width": "",
      "height": "",
      "loading": "lazy",
      "html": "<img class=\"card-border css-s0j56f\" role=\"presentation\" alt src=\"https://images.ctfassets.net/ss5kfr270og3/2QX6nduCZaLnMJmP8D2VBR/ecd2946f6c9d506a727f9cd1d0544984/AdobeStock_566188450__3_.png?fm=webp&amp;q=1&amp;w=500\" loading=\"lazy\" style=\"transform:rotate(0deg)\">"
    }
  ],
  "possibleDialogs": [
    "<dialog class=\"Dialog_Dialog__mC3_V MainNavigationBar_Root__dialog__jJWmD\" id=\"main-menu-dialog\"><div class=\"Dialog_Dialog__inner__0VS6t\"><div class=\"Dialog_Dialog__head__4sNv1\"><form method=\"dialog\"><button type=\"button\" class=\"Dialog_Close__kLyHQ\" tabindex=\"0\" aria-label=\"Close main menu modal\"><span class=\"icon-container\"><span class=\"css-1obf64m\"><svg aria-hidden=\"false\" role=\"img\" aria-label=\"close\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"...",
    "<div class=\"Dialog_Dialog__inner__0VS6t\"><div class=\"Dialog_Dialog__head__4sNv1\"><form method=\"dialog\"><button type=\"button\" class=\"Dialog_Close__kLyHQ\" tabindex=\"0\" aria-label=\"Close main menu modal\"><span class=\"icon-container\"><span class=\"css-1obf64m\"><svg aria-hidden=\"false\" role=\"img\" aria-label=\"close\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"Icon-module_icon__3vKVT Icon-module_iconContrastDefault__brKWX css-1g6nv6q\"><path d=\"M8.0...",
    "<div class=\"Dialog_Dialog__head__4sNv1\"><form method=\"dialog\"><button type=\"button\" class=\"Dialog_Close__kLyHQ\" tabindex=\"0\" aria-label=\"Close main menu modal\"><span class=\"icon-container\"><span class=\"css-1obf64m\"><svg aria-hidden=\"false\" role=\"img\" aria-label=\"close\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"Icon-module_icon__3vKVT Icon-module_iconContrastDefault__brKWX css-1g6nv6q\"><path d=\"M8.00006 6.93933L3.53039 2.46967L2.46973 3.53...",
    "<button type=\"button\" class=\"Dialog_Close__kLyHQ\" tabindex=\"0\" aria-label=\"Close main menu modal\"><span class=\"icon-container\"><span class=\"css-1obf64m\"><svg aria-hidden=\"false\" role=\"img\" aria-label=\"close\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"Icon-module_icon__3vKVT Icon-module_iconContrastDefault__brKWX css-1g6nv6q\"><path d=\"M8.00006 6.93933L3.53039 2.46967L2.46973 3.53033L6.9394 8L2.46973 12.4697L3.53039 13.5303L8.00006 9.06066L1...",
    "<a class=\"Dialog_Logo__Y1KHY css-0\" aria-label=\"Go to Plaid homepage\" href=\"/\"><svg height=\"48\" viewBox=\"0 0 77 29\" xmlns=\"http://www.w3.org/2000/svg\" aria-label=\"Plaid\" class=\"css-1u0ii08\"><g fill=\"currentColor\" fill-rule=\"evenodd\"><path d=\"M37.3252 14.9546H36.2239V12.5005H37.2135C38.4162 12.5005 39.0177 12.9124 39.0177 13.7353C39.0177 14.5484 38.4537 14.9546 37.3252 14.9546ZM40.3753 10.9121C39.7365 10.3878 38.6455 10.126 37.1019 10.126H33.6211V20.617H36.2239V17.33H37.3893C38.8052 17.33 39.8...",
    "<div class=\"Dialog_Dialog__body__f7oVb\"><div class=\"MuiBox-root css-mlgwz3\"><ul class=\"css-1cvbjj5\"><li class=\"css-1lwrckp\"><button aria-expanded=\"false\" aria-controls=\"main-menu-item-002-menu\" class=\"css-1l2x1ad\">Products<span class=\"icon-container\"><span class=\"css-1obf64m\"><svg aria-hidden=\"false\" role=\"img\" aria-label=\"chevron down\" width=\"16\" height=\"16\" viewBox=\"0 0 16 16\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\" class=\"Icon-module_icon__3vKVT Icon-module_iconContrastDefault__brKW..."
  ],
  "score": 70,
  "weight": 10
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Answer block readiness

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

1 Warning

Needs attention

AIO: Answer block readiness

Warning

Issue

24 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": 24,
  "passing": 0,
  "failing": [
    {
      "heading": "See how AI's shaping finance",
      "headingHtml": "<h2 class=\"css-1jttj28\">See how AI&apos;s shaping finance</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Powered by the largest financial network. Built for every financial need.",
      "headingHtml": "<h2 class=\"css-1743lu7\">Powered by the largest financial network. <br>Built for every financial need.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Bank payments designed for fast connection and high conversion",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Bank payments</span> <!-- -->designed for fast connection and high conversion</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Credit scoring & underwriting that reflects real-time financial behavior",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Credit scoring &amp; underwriting</span> <!-- -->that reflects real-time financial behavior</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Fraud protection built on millions of data points",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Fraud protection</span> <!-- -->built on millions of data points</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Instant onboarding with the most trusted financial flow",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Instant onboarding</span> <!-- -->with the most trusted financial flow</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Personal financial management built on trusted, actionable data",
      "headingHtml": "<h3 class=\"css-3759u3\"><span class=\"css-j9r550\">Personal financial management</span> <!-- -->built on trusted, actionable data</h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The AI infrastructure behind smarter financial products",
      "headingHtml": "<h2 class=\"css-i890ci\">The AI infrastructure behind smarter financial products</h2>",
      "firstParagraph": "Venmo",
      "paragraphHtml": "<p class=\"css-1tcctn1\">Venmo</p>",
      "words": 1,
      "direct": false,
      "issue": "First paragraph is 1 words and does not look like a concise direct answer."
    },
    {
      "heading": "A network that makes your products better",
      "headingHtml": "<h2 class=\"css-1vv7kmz\">A network that makes your products better</h2>",
      "firstParagraph": "When you build on the world's largest financial data network, your products get smarter with every connection—helping you increase conversion, expand access, and grow faster.",
      "paragraphHtml": "<p class=\"css-11ys4p9\">When you build on the world&apos;s largest financial data network, your products get smarter with every connection&#x2014;helping you increase conversion, expand access, and grow faster.</p>",
      "words": 26,
      "direct": false,
      "issue": "First paragraph is 26 words and does not look like a concise direct answer."
    },
    {
      "heading": "1 in 21 in 2 banked adults in the U.S. use Plaid",
      "headingHtml": "<h3><span class=\"hide-for-aeo css-1mnh6z\">1 in 2</span><span data-nosnippet=\"true\" class=\"hide-for-user\">1 in 2&#xa0;</span><br class=\"hide-for-aeo\"><span class=\"css-1d3f4t1\">banked adults in the U.S. use Plaid</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "0%25% higher onboarding conversion",
      "headingHtml": "<h3><span class=\"hide-for-aeo css-1mnh6z\">0<!-- -->%</span><span data-nosnippet=\"true\" class=\"hide-for-user\">25%&#xa0;</span><br class=\"hide-for-aeo\"><span class=\"css-1d3f4t1\">higher onboarding conversion</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "1M+Over one million daily connections",
      "headingHtml": "<h3><span class=\"hide-for-aeo css-1mnh6z\">1M+</span><span data-nosnippet=\"true\" class=\"hide-for-user\">Over one million&#xa0;</span><br class=\"hide-for-aeo\"><span class=\"css-1d3f4t1\">daily connections</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "5,00012,000 financial institutions across 20 countries",
      "headingHtml": "<h3><span class=\"hide-for-aeo css-1mnh6z\">5,000</span><span data-nosnippet=\"true\" class=\"hide-for-user\">12,000&#xa0;</span><br class=\"hide-for-aeo\"><span class=\"css-1d3f4t1\">financial institutions across 20 countries</span></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Want access to 12K banks?We've got the API keys.",
      "headingHtml": "<h2 class=\"css-102j9p7\">Want access to 12K banks?<br>We&apos;ve got the API keys.</h2>",
      "firstParagraph": "You build the experience. We'll handle the data.",
      "paragraphHtml": "<p class=\"css-1ipeegg\">You build the experience. We&apos;ll handle the data.</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "See what's possible with Plaid",
      "headingHtml": "<h2 class=\"css-gn835r\">See what&apos;s possible with Plaid</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Start building better financial products",
      "headingHtml": "<h2 class=\"css-10ja840\">Start building better financial products</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Let's get started",
      "headingHtml": "<h3 class=\"css-spatzx\">Let&apos;s get started</h3>",
      "firstParagraph": "By submitting this form, I confirm that I have read and understood Plaid's Privacy Statement.",
      "paragraphHtml": "<p class=\"Thr-Text css-1fakqa0\">By submitting this form, I confirm that I have read and understood<!-- --> <a href=\"/legal/#privacy-statement\">Plaid&apos;s Privacy Statement</a>.</p>",
      "words": 15,
      "direct": false,
      "issue": "First paragraph is 15 words and does not look like a concise direct answer."
    },
    {
      "heading": "Products",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"products\">Products</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "About us",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"about-us\">About us</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Use cases",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"use-cases\">Use cases</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For consumers",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"for-consumers\">For consumers</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Resources",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"resources\">Resources</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Developers",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"developers\">Developers</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "For financial institutions",
      "headingHtml": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"for-financial institutions\">For financial institutions</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    }
  ],
  "score": 65,
  "weight": 8
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

Missing likely AI Overview intent sections: 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": "See how AI's shaping finance",
      "html": "<h2 class=\"css-1jttj28\">See how AI&apos;s shaping finance</h2>"
    },
    {
      "text": "Powered by the largest financial network. Built for every financial need.",
      "html": "<h2 class=\"css-1743lu7\">Powered by the largest financial network. <br>Built for every financial need.</h2>"
    },
    {
      "text": "The AI infrastructure behind smarter financial products",
      "html": "<h2 class=\"css-i890ci\">The AI infrastructure behind smarter financial products</h2>"
    },
    {
      "text": "A network that makes your products better",
      "html": "<h2 class=\"css-1vv7kmz\">A network that makes your products better</h2>"
    },
    {
      "text": "Want access to 12K banks?We've got the API keys.",
      "html": "<h2 class=\"css-102j9p7\">Want access to 12K banks?<br>We&apos;ve got the API keys.</h2>"
    },
    {
      "text": "See what's possible with Plaid",
      "html": "<h2 class=\"css-gn835r\">See what&apos;s possible with Plaid</h2>"
    },
    {
      "text": "Start building better financial products",
      "html": "<h2 class=\"css-10ja840\">Start building better financial products</h2>"
    },
    {
      "text": "Products",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"products\">Products</h2>"
    },
    {
      "text": "About us",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"about-us\">About us</h2>"
    },
    {
      "text": "Use cases",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"use-cases\">Use cases</h2>"
    },
    {
      "text": "For consumers",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"for-consumers\">For consumers</h2>"
    },
    {
      "text": "Resources",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"resources\">Resources</h2>"
    },
    {
      "text": "Developers",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"developers\">Developers</h2>"
    },
    {
      "text": "For financial institutions",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"for-financial institutions\">For financial institutions</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Plaid: Enabling all companies to build fintec...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Plaid: Enabling all companies to build fintec... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Plaid: Enabling all companies to build fintec...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Plaid: Enabling all companies to build fintec... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Plaid: Enabling all companies to build fintec... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "cost",
      "label": "Is Plaid: Enabling all companies to build fintec... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Plaid: Enabling all companies to build fintec... 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",
            "length": 212827
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "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: 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": "See how AI's shaping finance",
      "html": "<h2 class=\"css-1jttj28\">See how AI&apos;s shaping finance</h2>"
    },
    {
      "text": "Powered by the largest financial network. Built for every financial need.",
      "html": "<h2 class=\"css-1743lu7\">Powered by the largest financial network. <br>Built for every financial need.</h2>"
    },
    {
      "text": "The AI infrastructure behind smarter financial products",
      "html": "<h2 class=\"css-i890ci\">The AI infrastructure behind smarter financial products</h2>"
    },
    {
      "text": "A network that makes your products better",
      "html": "<h2 class=\"css-1vv7kmz\">A network that makes your products better</h2>"
    },
    {
      "text": "Want access to 12K banks?We've got the API keys.",
      "html": "<h2 class=\"css-102j9p7\">Want access to 12K banks?<br>We&apos;ve got the API keys.</h2>"
    },
    {
      "text": "See what's possible with Plaid",
      "html": "<h2 class=\"css-gn835r\">See what&apos;s possible with Plaid</h2>"
    },
    {
      "text": "Start building better financial products",
      "html": "<h2 class=\"css-10ja840\">Start building better financial products</h2>"
    },
    {
      "text": "Products",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"products\">Products</h2>"
    },
    {
      "text": "About us",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"about-us\">About us</h2>"
    },
    {
      "text": "Use cases",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"use-cases\">Use cases</h2>"
    },
    {
      "text": "For consumers",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"for-consumers\">For consumers</h2>"
    },
    {
      "text": "Resources",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"resources\">Resources</h2>"
    },
    {
      "text": "Developers",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"developers\">Developers</h2>"
    },
    {
      "text": "For financial institutions",
      "html": "<h2 class=\"MuiBox-root css-dbkrto\" id=\"for-financial institutions\">For financial institutions</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Plaid: Enabling all companies to build fintec...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Plaid: Enabling all companies to build fintec... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Plaid: Enabling all companies to build fintec...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Plaid: Enabling all companies to build fintec... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Plaid: Enabling all companies to build fintec... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "cost",
      "label": "Is Plaid: Enabling all companies to build fintec... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Plaid: Enabling all companies to build fintec... 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" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.

Why it matters

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

Check name

Auth.md Agent Registration

Score

0/100

Status

informational

Category

Auth

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "auth-md",
  "steps": [
    {
      "id": "auth-md",
      "title": "Fetch and validate /auth.md",
      "status": "fail",
      "evidence": {
        "path": "/auth.md",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html",
        "length": 212827,
        "validation": {
          "valid": false,
          "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
          "compatibleContentType": false,
          "contentLength": 211175,
          "hasRegisterInstructions": false,
          "hasProtectedResourceLink": false,
          "hasAuthorizationServerLink": false,
          "mentionsIdentity": true,
          "mentionsCredential": false,
          "links": [
            "/javascript",
            "/docs",
            "/achq/",
            "/auth/partnerships/achq/",
            "/api/",
            "/launch-checklist/",
            "/api-upgrades/",
            "/api/versioning/",
            "/auth/additional-auth-options/",
            "/auth/coverage/"
          ],
          "rawExcerpt": "<!DOCTYPE html><html class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
        }
      },
      "issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing credential type language.",
      "howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
    },
    {
      "id": "oauth-protected-resource",
      "title": "Publish protected resource metadata",
      "status": "fail",
      "evidence": {
        "path": "/.well-known/oauth-protected-resource",
        "ok": false,
        "statusCode": 404,
        "contentType": "text/html",
        "length": 212827,
        "text": "<!DOCTYPE html><html class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\":\"/api/versioning/\",\"/auth/additional-auth-options/\":\"/auth/coverage/\",\"/auth/partnerships/ocrolus/\":\"/assets/partnerships/ocrolus/\",\"/faq#does-plaid-support-international-bank-accounts-\":\"api/institutions/#institution-coverage-by-country\",\"/drivewealth/\":\"/auth/partnerships/drivewealth/\",\"/dwolla/\":\"/auth/partnerships/dwolla/\",\"/extended/\":\"/api/\",\"/galileo/\":\"/auth/partnerships/galileo/\",\"/integrations/dwolla/\":\"/auth/partnerships/dwolla/\",\"/integrations/stripe/\":\"/auth/partnerships/stripe/\",\"/legacy/resources/\":\"/api/libraries/\",\"/libraries/\":\"/api/libraries/\",\"/link-token-migration-guide/\":\"/link/link-token-migration-guide/\",\"/maintain-legacy-integration/\":\"/link/maintain-legacy-integration/\",\"/modern-treasury/\":\"/auth/partnerships/modern-treasury/\",\"/ocrolus/\":\"/assets/partnerships/ocrolus/\",\"/prime-trust/\":\"/auth/partnerships/prime-trust/\",\"/processor/\":\"/auth/partnerships/\",\"/stripe/\":\"/auth/partnerships/stripe/\",\"/upgrade-to-link-tokens/\":\"/link/link-token-migration-guide/\",\"/vesta/\":\"/auth/partnerships/vesta/\",\"/vopay/\":\"/auth/partnerships/vopay/\",\"/virtual-accounts/\":\"/payment-initiation/virtual-accounts\",\"/virtual-accounts/managing-virtual-accounts\":\"/payment-initiation/virtual-accounts/managing-virtual-accounts\",\"/virtual-accounts/add-to-app\":\"/payment-initiation/virtual-accounts/add-to-app\",\"/virtual-accounts/payouts/\":\"/payment-initiation/virtual-accounts/payouts\",\"/virtual-accounts/refunds/\":\"/payment-initiation/virtual-accounts/refunds\",\"/virtual-accounts/account-sweeping/\":\"/payment-initiation/virtual-accounts/account-sweeping\",\"/virtual-accounts/payment-confirmation\":\"/payment-initiation/virtual-accounts/payment-confirmation\",\"/check/api/\":\"/api/products/check\",\"/check/api/#cracheck_reportbase_reportget\":\"/api/products/check#cracheck_reportbase_reportget\",\"/check/api/#cracheck_reportcreate\":\"/api/products/check##cracheck_reportcreate\",\"/check/api/#cracheck_reportincome_insightsget\":\"/api/products/check#cracheck_reportincome_insightsget\",\"/check/api/#cracheck_reportnetwork_insightsget\":\"/api/products/check#cracheck_reportnetwork_insightsget\",\"/check/api/#cracheck_reportpartner_insightsget\":\"/api/products/check#cracheck_reportpartner_insightsget\",\"/check/api/#cracheck_reportpdfget\":\"/api/products/check#cracheck_reportpdfget\",\"/check/api/#cramonitoring_insightsget\":\"/api/products/check#cramonitoring_insightsget\",\"/check/api/#cramonitoring_insightssubscribe\":\"/api/products/check#cramonitoring_insightssubscribe\",\"/check/api/#cramonitoring_insightsunsubscribe\":\"/api/products/check#cramonitoring_insightsunsubscribe\",\"/check/api/##check_report_ready\":\"/api/products/check#check_report_ready\",\"/check/api/#check_report_failed\":\"/api/products/check#check_report_failed\",\"/check/api/#insights_updated\":\"/api/products/check#insights_updated\",\"/legacy/stripe/\":\"/auth/partnerships/stripe/\",\"/link/remember-me/\":\"/link/returning-user/\",\"/api/products/#transactionsget\":\"/api/products/transactions/#transactionsget\",\"/api/products/#transactionsrefresh\":\"/api/products/transactions/#transactionsrefresh\",\"/api/products/#categoriesget\":\"/api/products/transactions/#categoriesget\",\"/api/products/#authget\":\"/api/products/auth/#authget\",\"/api/products/#ac"
      },
      "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",
          "length": 212827,
          "text": "<!DOCTYPE html><html class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\":\"/api/versioning/\",\"/auth/additional-auth-options/\":\"/auth/coverage/\",\"/auth/partnerships/ocrolus/\":\"/assets/partnerships/ocrolus/\",\"/faq#does-plaid-support-international-bank-accounts-\":\"api/institutions/#institution-coverage-by-country\",\"/drivewealth/\":\"/auth/partnerships/drivewealth/\",\"/dwolla/\":\"/auth/partnerships/dwolla/\",\"/extended/\":\"/api/\",\"/galileo/\":\"/auth/partnerships/galileo/\",\"/integrations/dwolla/\":\"/auth/partnerships/dwolla/\",\"/integrations/stripe/\":\"/auth/partnerships/stripe/\",\"/legacy/resources/\":\"/api/libraries/\",\"/libraries/\":\"/api/libraries/\",\"/link-token-migration-guide/\":\"/link/link-token-migration-guide/\",\"/maintain-legacy-integration/\":\"/link/maintain-legacy-integration/\",\"/modern-treasury/\":\"/auth/partnerships/modern-treasury/\",\"/ocrolus/\":\"/assets/partnerships/ocrolus/\",\"/prime-trust/\":\"/auth/partnerships/prime-trust/\",\"/processor/\":\"/auth/partnerships/\",\"/stripe/\":\"/auth/partnerships/stripe/\",\"/upgrade-to-link-tokens/\":\"/link/link-token-migration-guide/\",\"/vesta/\":\"/auth/partnerships/vesta/\",\"/vopay/\":\"/auth/partnerships/vopay/\",\"/virtual-accounts/\":\"/payment-initiation/virtual-accounts\",\"/virtual-accounts/managing-virtual-accounts\":\"/payment-initiation/virtual-accounts/managing-virtual-accounts\",\"/virtual-accounts/add-to-app\":\"/payment-initiation/virtual-accounts/add-to-app\",\"/virtual-accounts/payouts/\":\"/payment-initiation/virtual-accounts/payouts\",\"/virtual-accounts/refunds/\":\"/payment-initiation/virtual-accounts/refunds\",\"/virtual-accounts/account-sweeping/\":\"/payment-initiation/virtual-accounts/account-sweeping\",\"/virtual-accounts/payment-confirmation\":\"/payment-initiation/virtual-accounts/payment-confirmation\",\"/check/api/\":\"/api/products/check\",\"/check/api/#cracheck_reportbase_reportget\":\"/api/products/check#cracheck_reportbase_reportget\",\"/check/api/#cracheck_reportcreate\":\"/api/products/check##cracheck_reportcreate\",\"/check/api/#cracheck_reportincome_insightsget\":\"/api/products/check#cracheck_reportincome_insightsget\",\"/check/api/#cracheck_reportnetwork_insightsget\":\"/api/products/check#cracheck_reportnetwork_insightsget\",\"/check/api/#cracheck_reportpartner_insightsget\":\"/api/products/check#cracheck_reportpartner_insightsget\",\"/check/api/#cracheck_reportpdfget\":\"/api/products/check#cracheck_reportpdfget\",\"/check/api/#cramonitoring_insightsget\":\"/api/products/check#cramonitoring_insightsget\",\"/check/api/#cramonitoring_insightssubscribe\":\"/api/products/check#cramonitoring_insightssubscribe\",\"/check/api/#cramonitoring_insightsunsubscribe\":\"/api/products/check#cramonitoring_insightsunsubscribe\",\"/check/api/##check_report_ready\":\"/api/products/check#check_report_ready\",\"/check/api/#check_report_failed\":\"/api/products/check#check_report_failed\",\"/check/api/#insights_updated\":\"/api/products/check#insights_updated\",\"/legacy/stripe/\":\"/auth/partnerships/stripe/\",\"/link/remember-me/\":\"/link/returning-user/\",\"/api/products/#transactionsget\":\"/api/products/transactions/#transactionsget\",\"/api/products/#transactionsrefresh\":\"/api/products/transactions/#transactionsrefresh\",\"/api/products/#categoriesget\":\"/api/products/transactions/#categoriesget\",\"/api/products/#authget\":\"/api/products/auth/#authget\",\"/api/products/#ac"
        }
      },
      "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": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      }
    ]
  },
  "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",
            "length": 212827
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html",
            "length": 212827
          }
        ]
      },
      "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": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      }
    ]
  },
  "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"
      },
      "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 class=\"no-js\" lang=\"en\"><head><script type=\"text/javascript\">\n              window.storeRedirectInfo = function c(e,t){try{let i=sessionStorage.getItem(\"plaid_docs_redirect_tracking\"),s=e;if(i){let t=JSON.parse(i);t.redirectPath===e&&(s=t.originalHash)}let a={originalHash:s,redirectPath:t};sessionStorage.setItem(\"plaid_docs_redirect_tracking\",JSON.stringify(a))}catch(e){}};\n              (function d(){let e;if(window.location.href.includes(\"docs-beta\")){window.location.href=window.location.href.replace(\"docs-beta\",\"docs\");return}let t=(\"/\"===(e=window.location.pathname.replace(\"/docs\",\"\")).charAt(e.length-1)?e:`${e}/`)+window.location.hash,i={\"/achq/\":\"/auth/partnerships/achq/\",\"/api/#storing-plaid-api-identifiers\":\"/launch-checklist/#storage--logging\",\"/api-upgrades/\""
      },
      "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://plaid.com"
      },
      "issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
      "howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
    },
    {
      "id": "protected-route-challenge",
      "title": "Probe protected API Bearer challenge",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/admin/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://plaid.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://plaid.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://plaid.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 6,
    "signals": [
      {
        "source": "link:href",
        "weight": 3,
        "match": "auth link"
      },
      {
        "source": "visible-text",
        "weight": 3,
        "match": "log in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityBest PracticesBrowser audit

Uses deprecated APIs

100 Fail

Check name

Uses deprecated APIs

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Estimated savings

1 warning found

Fix guidance

Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/).

References

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

Evidence

{
  "displayValue": "1 warning found",
  "description": "Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/)."
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

11 Fail

Check name

Image optimization

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with incorrect aspect ratio",
      "score": 0
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Improve image delivery

11 Fail

Check name

Improve image delivery

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 879 KiB

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Est savings of 879 KiB",
  "description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}

Performance and AccessibilityPerformanceBrowser audit

Links do not have a discernible name

11 Fail

Check name

Links do not have a discernible name

Score

0/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).

References

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

Evidence

{
  "description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

11 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

4.6 s

Fix guidance

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

References

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

Evidence

{
  "displayValue": "4.6 s",
  "description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
  "numericValue": 4634.566999999934
}

Performance and AccessibilityPerformanceBrowser audit

Reduce unused CSS

11 Fail

Check name

Reduce unused CSS

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 76 KiB

Fix guidance

Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).

References

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

Evidence

{
  "displayValue": "Est savings of 76 KiB",
  "description": "Reduce unused rules from stylesheets and defer CSS not used for above-the-fold content to decrease bytes consumed by network activity. [Learn how to reduce unused CSS](https://developer.chrome.com/docs/lighthouse/performance/unused-css-rules/).",
  "numericValue": 80
}

Performance and AccessibilityPerformanceBrowser audit

Render-blocking requests

11 Fail

Check name

Render-blocking requests

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 540 ms

Fix guidance

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

References

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

Evidence

{
  "displayValue": "Est savings of 540 ms",
  "description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}

Performance and AccessibilityPerformanceBrowser audit

Use efficient cache lifetimes

11 Fail

Check name

Use efficient cache lifetimes

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

Est savings of 651 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 651 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

6 Fail

Check name

Loading performance

Score

46/100

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 140 ms",
      "numericValue": 139
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 12,
      "displayValue": "3.8 s",
      "numericValue": 3773.542580994992
    },
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 100,
      "displayValue": "0.4 s",
      "numericValue": 431.0055439282305
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "1,980 ms",
      "numericValue": 1977.3207156671738
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 46,
      "displayValue": "2.5 s",
      "numericValue": 2532.003890347869
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "10 ms",
      "numericValue": 13.228424999999996
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 4,
      "displayValue": "610 ms",
      "numericValue": 608.9999999999991
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 7,
      "displayValue": "8.8 s",
      "numericValue": 8776.813728451221
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Duplicated JavaScript

6 Warning

Check name

Duplicated JavaScript

Score

50/100

Status

warning

Device

desktop

Category

Performance

Estimated savings

Est savings of 10 KiB

Fix guidance

Remove large, [duplicate JavaScript modules](https://developer.chrome.com/docs/performance/insights/duplicated-javascript) from bundles to reduce unnecessary bytes consumed by network activity.

References

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

Evidence

{
  "displayValue": "Est savings of 10 KiB",
  "description": "Remove large, [duplicate JavaScript modules](https://developer.chrome.com/docs/performance/insights/duplicated-javascript) from bundles to reduce unnecessary bytes consumed by network activity."
}

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 8, 2026	47/100	Level 2, Agent-Limited	Current report