CanAgentUse

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https://later.com/

SCANNED

Jun 5, 2026, 6:34 AM

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https://later.com/

SCANNED

Jun 5, 2026, 6:34:05 AMJun 5, 2026, 6:34 AM

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37/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents

CAPTURED SCREENSHOT

What AI sees of your website

Later: Influencer Marketing and Social Media Management

Later: Influencer Marketing and Social Media Management For enterprise brands Full-service programs Expert-led influencer campaigns Influencer marketing platform Run your own campaigns Creator AEO Get cited in AI search Our work Read case studies Expert Sessi...

Next step

Turn this report into a fix workflow

26 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.

Detailed report scores grouped by capability area
Metric	Score	Status	Passed	Failed	Warning	Evidence
AI Discoverability	18	Priority fix	4	19	0	View details
Discoverability	33	Priority fix	3	6	0	View details
Content Readiness	17	Priority fix	1	9	0	View details
Bot Access Control	0	Priority fix	0	4	0	View details
Agent Ease of Use	4	Priority fix	4	24	2	View details
API	0	Priority fix	0	6	0	View details
Auth	Not Applicable	Not Applicable	0	4	0	View details
MCP	13	Priority fix	0	6	2	View details
Skill Discovery	0	Priority fix	0	8	0	View details
Agent Commerce	Not Applicable	Not Applicable	4	0	0
GEO, AIO and AEO	62	Needs work	4	3	13	View details
GEO Readiness	69	Needs work	2	0	4
AIO Readiness	55	Needs work	1	2	4	View details
AEO Readiness	61	Needs work	1	1	5	View details
SEO	75	Mostly ready	8	3	0	View details
SEO	75	Mostly ready	8	3	0	View details
Security & Trust	80	Mostly ready	8	1	0	View details
Security & Trust	80	Mostly ready	4	1	0	View details
AI Training Exposure	Not Applicable	Not Applicable	4	0	0
Performance and Accessibility	46	Priority fix	20	5	2	View details
Performance	25	Priority fix	10	3	2	View details
Accessibility	84	Mostly ready	10	2	0	View details

Prioritized recommendations

Issues ranked by score impact

53 items need attention

Security & TrustSecurity & TrustEstablished

Content-Security-Policy

Content-Security-Policy is missing or incomplete.

100 Fail

Needs attention

Content-Security-Policy

Failed check

Issue

Content-Security-Policy is missing or incomplete.

Why it matters

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

Check name

Content-Security-Policy

Score

0/100

Status

fail

Category

Security & Trust

Maturity

Established

Goal

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

Result

Content-Security-Policy is missing or incomplete.

Evidence

{
  "header": "content-security-policy",
  "value": null
}

Agent Ease of UseAPIEstablished

API Catalog

API Catalog failed at "Fetch API catalog".

50 Fail

Needs attention

API Catalog

Failed check

Issue

The API catalog endpoint did not return HTTP 2xx.

Why it matters

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

Check name

API Catalog

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

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

Result

API Catalog failed at "Fetch API catalog".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch API catalog",
      "status": "fail",
      "evidence": {
        "statusCode": 404,
        "contentType": "text/html; charset=utf-8"
      },
      "issue": "The API catalog endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/api-catalog."
    },
    {
      "id": "validate",
      "title": "Validate RFC 9727 linkset",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"smm\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"Influencer marketing and social media management powered by real campaign intelligence, trusted creators, and results you can measure.\"/><meta data-react-helmet=\"true\" name=\"image\" content=\"https://images.ctfassets.net/nfpsrlop6sws/4huePv7JX8n0dtdtSC1bsO/80e2b8336635bcee33675bb901c93804/later-meta-image.jpg\"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://later.com/404/\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Later: Like a 25-hour-old story,the page you&#x27;re l"
      },
      "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; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.

Why it matters

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

Check name

OpenAPI discovery

Score

0/100

Status

fail

Category

API

Maturity

Established

Goal

Publish a valid OpenAPI or Swagger document for API discovery.

Result

OpenAPI discovery failed at "Find valid OpenAPI document".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Find valid OpenAPI document",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"smm\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"Influencer marketing and social media management powered by real campaign intelligence, trusted creators, and results you can measure.\"/><meta data-react-helmet=\"true\" name=\"image\" content=\"https://images.ctfassets.net/nfpsrlop6sws/4huePv7JX8n0dtdtSC1bsO/80e2b8336635bcee33675bb901c93804/later-meta-image.jpg\"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://later.com/404/\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Later: Like a 25-hour-old story,the page you&#x27;re l"
          },
          {
            "path": "/openapi.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"smm\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"Influencer marketing and social media management powered by real campaign intelligence, trusted creators, and results you can measure.\"/><meta data-react-helmet=\"true\" name=\"image\" content=\"https://images.ctfassets.net/nfpsrlop6sws/4huePv7JX8n0dtdtSC1bsO/80e2b8336635bcee33675bb901c93804/later-meta-image.jpg\"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://later.com/404/\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Later: Like a 25-hour-old story,the page you&#x27;re l"
          },
          {
            "path": "/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"smm\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"Influencer marketing and social media management powered by real campaign intelligence, trusted creators, and results you can measure.\"/><meta data-react-helmet=\"true\" name=\"image\" content=\"https://images.ctfassets.net/nfpsrlop6sws/4huePv7JX8n0dtdtSC1bsO/80e2b8336635bcee33675bb901c93804/later-meta-image.jpg\"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://later.com/404/\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Later: Like a 25-hour-old story,the page you&#x27;re l"
          },
          {
            "path": "/swagger.yaml",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"smm\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"Influencer marketing and social media management powered by real campaign intelligence, trusted creators, and results you can measure.\"/><meta data-react-helmet=\"true\" name=\"image\" content=\"https://images.ctfassets.net/nfpsrlop6sws/4huePv7JX8n0dtdtSC1bsO/80e2b8336635bcee33675bb901c93804/later-meta-image.jpg\"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://later.com/404/\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Later: Like a 25-hour-old story,the page you&#x27;re l"
          },
          {
            "path": "/api/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"smm\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"Influencer marketing and social media management powered by real campaign intelligence, trusted creators, and results you can measure.\"/><meta data-react-helmet=\"true\" name=\"image\" content=\"https://images.ctfassets.net/nfpsrlop6sws/4huePv7JX8n0dtdtSC1bsO/80e2b8336635bcee33675bb901c93804/later-meta-image.jpg\"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://later.com/404/\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Later: Like a 25-hour-old story,the page you&#x27;re l"
          },
          {
            "path": "/api/swagger.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"smm\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"Influencer marketing and social media management powered by real campaign intelligence, trusted creators, and results you can measure.\"/><meta data-react-helmet=\"true\" name=\"image\" content=\"https://images.ctfassets.net/nfpsrlop6sws/4huePv7JX8n0dtdtSC1bsO/80e2b8336635bcee33675bb901c93804/later-meta-image.jpg\"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://later.com/404/\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Later: Like a 25-hour-old story,the page you&#x27;re l"
          },
          {
            "path": "/docs/openapi.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "valid": false,
            "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
            "compatibleContentType": false,
            "format": "yaml",
            "version": "",
            "pathCount": 0,
            "operationCount": 0,
            "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"smm\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"Influencer marketing and social media management powered by real campaign intelligence, trusted creators, and results you can measure.\"/><meta data-react-helmet=\"true\" name=\"image\" content=\"https://images.ctfassets.net/nfpsrlop6sws/4huePv7JX8n0dtdtSC1bsO/80e2b8336635bcee33675bb901c93804/later-meta-image.jpg\"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://later.com/404/\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Later: Like a 25-hour-old story,the page you&#x27;re l"
          }
        ]
      },
      "issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
      "howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
    }
  ]
}

AI DiscoverabilityBot Access ControlEstablished

AI bot rules in robots.txt

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

33 Fail

Needs attention

AI bot rules in robots.txt

Failed check

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 DiscoverabilityBot Access ControlInformational

Web Bot Auth request signing

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

33 Fail

Needs attention

Web Bot Auth request signing

Failed check

Issue

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

Why it matters

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

Check name

Web Bot Auth request signing

Score

0/100

Status

fail

Category

Bot Access Control

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/http-message-signatures-directory",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "Web Bot Auth request signing was not found at the expected path.",
      "howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

25 Fail

Needs attention

A2A Agent Card

Failed check

Issue

A2A Agent Card was not found at the expected path.

Why it matters

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

Check name

A2A Agent Card

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/.well-known/a2a/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/agent-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "A2A Agent Card was not found at the expected path.",
      "howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

25 Fail

Needs attention

Agent Skills index

Failed check

Issue

Agent Skills index was not found at the expected path.

Why it matters

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

Check name

Agent Skills index

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an agent skills discovery index.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent-skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/.well-known/skills/index.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "Agent Skills index was not found at the expected path.",
      "howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
    }
  ]
}

Agent Ease of UseSkill DiscoveryEmerging recommendation

agent.json

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

25 Fail

Needs attention

agent.json

Failed check

Issue

agent.json was not found at the expected path.

Why it matters

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

Check name

agent.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/agent.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "agent.json was not found at the expected path.",
      "howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
    }
  ]
}

Agent Ease of UseSkill DiscoveryInformational

agents.json

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

25 Fail

Needs attention

agents.json

Failed check

Issue

agents.json was not found at the expected path.

Why it matters

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

Check name

agents.json

Score

0/100

Status

fail

Category

Skill Discovery

Maturity

Informational

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/agents.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "agents.json was not found at the expected path.",
      "howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

High-value schema types

High-value schema types is missing or incomplete.

25 Fail

Needs attention

High-value schema types

Failed check

Issue

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

Why it matters

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

Check name

High-value schema types

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

High-value schema types is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

JSON-LD present

JSON-LD present is missing or incomplete.

25 Fail

Needs attention

JSON-LD present

Failed check

Issue

No JSON-LD blocks found.

Why it matters

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

Check name

JSON-LD present

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

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

Result

JSON-LD present is missing or incomplete.

Evidence

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

AI DiscoverabilityDiscoverabilityEstablished

Link headers

Link headers failed at "Find useful Link headers".

25 Fail

Needs attention

Link headers

Failed check

Issue

No useful agent discovery Link headers were found.

Why it matters

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

Check name

Link headers

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Include Link response headers for agent discovery using RFC 8288.

Result

Link headers failed at "Find useful Link headers".

Validation steps

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

Evidence

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

Agent Ease of UseMCPEmerging recommendation

MCP Server Card

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

25 Fail

Needs attention

MCP Server Card

Failed check

Issue

MCP Server Card was not found at the expected path.

Why it matters

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

Check name

MCP Server Card

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

Publish an MCP Server Card for agent discovery.

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/.well-known/mcp/server-cards.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "MCP Server Card was not found at the expected path.",
      "howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
    }
  ]
}

Agent Ease of UseMCPEmerging recommendation

mcp.json

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

25 Fail

Needs attention

mcp.json

Failed check

Issue

mcp.json was not found at the expected path.

Why it matters

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

Check name

mcp.json

Score

0/100

Status

fail

Category

MCP

Maturity

Emerging recommendation

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/.well-known/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/.well-known/mcp/server-card.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "mcp.json was not found at the expected path.",
      "howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
    }
  ]
}

AI DiscoverabilityDiscoverabilityEstablished

Organization / WebSite schema

Organization / WebSite schema is missing or incomplete.

25 Fail

Needs attention

Organization / WebSite schema

Failed check

Issue

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

Why it matters

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

Check name

Organization / WebSite schema

Score

0/100

Status

fail

Category

Discoverability

Maturity

Established

Goal

Identify the site owner and website entity in structured data.

Result

Organization / WebSite schema is missing or incomplete.

Evidence

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

Agent Ease of UseMCPInformational

WebMCP manifest

WebMCP manifest failed at "Fetch to find resource".

25 Fail

Needs attention

WebMCP manifest

Failed check

Issue

WebMCP manifest was not found at the expected path.

Why it matters

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

Check name

WebMCP manifest

Score

0/100

Status

fail

Category

MCP

Maturity

Informational

Goal

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

Result

WebMCP manifest failed at "Fetch to find resource".

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/webmcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/mcp.json",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "WebMCP manifest was not found at the expected path.",
      "howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

20 Fail

Needs attention

Content freshness signals

Failed check

Issue

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

Why it matters

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

Check name

Content freshness signals

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

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

Result

Content freshness signals is missing or incomplete.

Evidence

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

AI DiscoverabilityContent ReadinessEmerging recommendation

llms.txt

llms.txt failed at "Fetch to find resource".

20 Fail

Needs attention

llms.txt

Failed check

Issue

llms.txt was not found at the expected path.

Why it matters

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

Check name

llms.txt

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Emerging recommendation

Goal

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

Result

llms.txt failed at "Fetch to find resource".

Validation steps

Fetch to find resource
llms.txt was not found at the expected path.

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/llms.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/llms-full.txt",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "llms.txt was not found at the expected path.",
      "howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
    }
  ]
}

AI DiscoverabilityContent ReadinessEstablished

Markdown negotiation

Markdown negotiation failed at "Markdown content type".

20 Fail

Needs attention

Markdown negotiation

Failed check

Issue

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

Why it matters

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

Check name

Markdown negotiation

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Return HTML responses as markdown when agents request it.

Result

Markdown negotiation failed at "Markdown content type".

Validation steps

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

Evidence

{
  "failedStep": "content-type",
  "steps": [
    {
      "id": "content-type",
      "title": "Markdown content type",
      "status": "fail",
      "evidence": {
        "statusCode": 200,
        "contentType": "text/html; charset=UTF-8"
      },
      "issue": "Content-Type \"text/html; charset=UTF-8\" does not indicate Markdown when requested with Accept: text/markdown.",
      "howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
    },
    {
      "id": "vary-accept",
      "title": "Vary: Accept header",
      "status": "fail",
      "evidence": {
        "vary": "Accept-Encoding"
      },
      "issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
      "howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
    },
    {
      "id": "markdown-content",
      "title": "Structured Markdown body",
      "status": "fail",
      "evidence": {
        "valid": false,
        "hasHeading": false,
        "wordCount": 52234,
        "excerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"im\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta da",
        "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 DiscoverabilityContent ReadinessEstablished

Semantic HTML

Semantic HTML is missing or incomplete.

20 Fail

Needs attention

Semantic HTML

Failed check

Issue

Semantic HTML is incomplete: 2/3 applicable form inputs have autocomplete attributes (1 missing).

Details

Why it matters

Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.

Check name

Semantic HTML

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose readable page structure through semantic HTML and accessible controls.

Result

Semantic HTML is missing or incomplete.

Evidence

{
  "main": true,
  "nav": true,
  "footer": true,
  "meaningfulH1": true,
  "headingOrder": true,
  "accessibleLinks": true,
  "accessibleButtons": true,
  "imageAltCoverage": true,
  "formAutocompleteCoverage": false,
  "details": {
    "inaccessibleLinks": [],
    "inaccessibleButtons": [],
    "missingAutocompleteInputs": [
      "<input id=\"Email\" name=\"Email\" placeholder=\"Enter your email address\" maxlength=\"255\" aria-labelledby=\"LblEmail InstructEmail\" type=\"email\" class=\"mktoField mktoEmailField mktoHasWidth mktoRequired\" aria-required=\"true\" style=\"width: 150px;\">"
    ],
    "imagesMissingAlt": [
      "<img height=\"1\" width=\"1\" style=\"display:none\" src=\"https://www.facebook.com/tr?id=468694463320352&amp;ev=PageView&amp;noscript=1\">",
      "<img height=\"1\" width=\"1\" style=\"display:none\" src=\"https://www.facebook.com/tr?id=468694463320352&amp;ev=PageView&amp;noscript=1\">",
      "<img src=\"https://trkn.us/pixel/conv/ppt=26686;g=homepage;gid=69549;ord=4868598963415.614;v=120\" width=\"1\" height=\"1\" data-airgap-id=\"16\">",
      "<img src=\"https://t.co/i/adsct?bci=3&amp;dv=Asia%2FCalcutta%26en-US%2Cen%26Google%20Inc.%26Linux%20x86_64%26255%26800%26600%261%2624%26800%26600%260%26na&amp;eci=2&amp;event_id=80b66978-3fc5-4e3c-92eb-9e176b5507e1&amp;events=%5B%5B%22pageview%22%2C%7B%7D%5D%5D&amp;integration=advertiser&amp;p_id=Twitter&amp;p_user_id=0&amp;pl_id=2ce7fc60-c75d-4809-a597-bf4eaf300cbc&amp;pt=Later%3A%20Influencer%20Marketing%20and%20Social%20Media%20Management&amp;tw_document_href=https%3A%2F%2Flater.com%2F&amp;tw_",
      "<img src=\"https://analytics.twitter.com/i/adsct?bci=3&amp;dv=Asia%2FCalcutta%26en-US%2Cen%26Google%20Inc.%26Linux%20x86_64%26255%26800%26600%261%2624%26800%26600%260%26na&amp;eci=2&amp;event_id=80b66978-3fc5-4e3c-92eb-9e176b5507e1&amp;events=%5B%5B%22pageview%22%2C%7B%7D%5D%5D&amp;integration=advertiser&amp;p_id=Twitter&amp;p_user_id=0&amp;pl_id=2ce7fc60-c75d-4809-a597-bf4eaf300cbc&amp;pt=Later%3A%20Influencer%20Marketing%20and%20Social%20Media%20Management&amp;tw_document_href=https%3A%2F%2Flat"
    ],
    "skippedHeadingLevels": []
  },
  "counts": {
    "h1": 1,
    "headings": 84,
    "links": 89,
    "inaccessibleLinks": 0,
    "buttons": 67,
    "inaccessibleButtons": 0,
    "images": 75,
    "imagesWithAlt": 70,
    "autocompleteInputs": 3,
    "inputsWithAutocomplete": 2,
    "missingAutocompleteInputs": 1
  }
}

AI DiscoverabilityContent ReadinessEstablished

Structured data

Structured data is missing or incomplete.

20 Fail

Needs attention

Structured data

Failed check

Issue

No structured data (JSON-LD, Microdata, or RDFa) found on page.

Why it matters

Structured data gives agents explicit entities, relationships, and page meaning that are harder to infer reliably from visual layout alone.

Check name

Structured data

Score

0/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose machine-readable page entities and relationships.

Result

Structured data is missing or incomplete.

Evidence

{
  "jsonLdBlocks": 0,
  "microdata": false,
  "rdfa": false
}

Agent Ease of UseMCPInformational

WebMCP

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

13 Warning

Needs attention

WebMCP

Warning

Issue

WebMCP declarative annotations need fixes.

Details

Why it matters

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

Check name

WebMCP

Score

50/100

Status

warning

Category

MCP

Maturity

Informational

Goal

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

Result

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

Validation steps

Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input name="website"> is missing a label.
<input name="website"> is missing tool-param-description.
<input name="email"> is missing tool-param-description.
<input name="Email"> 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": 3,
        "formsWithTags": 0,
        "totalInteractive": 159,
        "interactiveWithTags": 0,
        "totalCount": 162,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"website\"> is missing a label.",
          "<input name=\"website\"> is missing tool-param-description.",
          "<input name=\"email\"> is missing tool-param-description.",
          "<input name=\"Email\"> 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": 4,
        "issues": [
          "<input name=\"website\"> is missing a label.",
          "<input name=\"website\"> is missing tool-param-description.",
          "<input name=\"email\"> is missing tool-param-description.",
          "<input name=\"Email\"> is missing tool-param-description."
        ]
      },
      "issue": "WebMCP declarative annotations need fixes.",
      "issueDetails": [
        {
          "title": "WebMCP declarative annotation issues",
          "items": [
            {
              "type": "code",
              "value": "<input name=\"website\"> is missing a label."
            },
            {
              "type": "code",
              "value": "<input name=\"website\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"email\"> is missing tool-param-description."
            },
            {
              "type": "code",
              "value": "<input name=\"Email\"> 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": 3,
        "formsWithTags": 0,
        "totalInteractive": 159,
        "interactiveWithTags": 0,
        "totalCount": 162,
        "taggedCount": 0,
        "dataMcpToolCount": 0,
        "dataMcpTools": [],
        "coverage": 0,
        "annotationIssues": [
          "<input name=\"website\"> is missing a label.",
          "<input name=\"website\"> is missing tool-param-description.",
          "<input name=\"email\"> is missing tool-param-description.",
          "<input name=\"Email\"> 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": 3,
    "formsWithTags": 0,
    "totalInteractive": 159,
    "interactiveWithTags": 0,
    "totalCount": 162,
    "taggedCount": 0,
    "dataMcpToolCount": 0,
    "dataMcpTools": [],
    "coverage": 0,
    "annotationIssues": [
      "<input name=\"website\"> is missing a label.",
      "<input name=\"website\"> is missing tool-param-description.",
      "<input name=\"email\"> is missing tool-param-description.",
      "<input name=\"Email\"> is missing tool-param-description."
    ]
  },
  "browserWebMcp": {
    "checked": true,
    "detected": false,
    "hasNavigatorModelContext": false,
    "modelContextType": "undefined",
    "hasProvideContext": false,
    "hasRegisterTool": false
  }
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible structured data match

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

7 Fail

Needs attention

AIO: Visible structured data match

Failed check

Issue

No JSON-LD structured data was detected.

Details

Why it matters

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

Check name

AIO: Visible structured data match

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Entity clarity

GEO: Entity clarity scored 50/100 and needs improvement.

7 Warning

Needs attention

GEO: Entity clarity

Warning

Issue

Title/H1 terms missing from description: later, influencer, marketing, social, media, management, unforgettable, campaigns, start, insight.

Details

Why it matters

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

Check name

GEO: Entity clarity

Score

50/100

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 50/100 and needs improvement.

Evidence

{
  "title": "Later: Influencer Marketing and Social Media Management",
  "h1": "Unforgettable campaigns start with insight.",
  "description": "",
  "topicOverlap": 0,
  "topicTerms": [
    "later",
    "influencer",
    "marketing",
    "social",
    "media",
    "management",
    "unforgettable",
    "campaigns",
    "start",
    "insight"
  ],
  "descriptionTerms": [],
  "missingFromDescription": [
    "later",
    "influencer",
    "marketing",
    "social",
    "media",
    "management",
    "unforgettable",
    "campaigns",
    "start",
    "insight"
  ],
  "score": 50,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer evidence and trust

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

5 Fail

Needs attention

AEO: Answer evidence and trust

Failed check

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

Why it matters

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

Check name

AEO: Answer evidence and trust

Score

40/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "signals": {
    "author": false,
    "publisher": false,
    "freshnessDate": false,
    "aboutOrContact": true,
    "policyLinks": true
  },
  "missing": [
    "author",
    "publisher",
    "freshnessDate"
  ],
  "authorMeta": "",
  "schemaAuthors": [],
  "schemaPublishers": [],
  "schemaDates": [],
  "visibleDates": [],
  "aboutLinks": [
    {
      "href": "https://later.com/about/",
      "text": "About Later",
      "html": "<a href=\"https://later.com/about/\" class=\"text-xs\" data-depth=\"1\" data-active=\"false\" aria-label=\"About Later\">About Later</a>"
    },
    {
      "href": "https://www.linkedin.com/company/latergram-me/",
      "text": "",
      "html": "<a class=\"d-flex jc-center ai-center eP22X p-relative tlrb-0-before c-offline-30\" aria-label=\"LinkedIn\" href=\"https://www.linkedin.com/company/latergram-me/\" data-theme=\"charcoal-30\" target=\"_blank\" rel=\"noreferrer\" data-airgap-id=\"130\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"w-2-5 h-2-5 tr-ease\" role=\"img\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" width=\"20\" height=\"20\"><path fill=\"currentColor\" d=\"M6.886,4.456A2.443,2.443,0,1,1,4.443,1.992,2.456,2.456,0,0,1,6.886,4.456..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.later.com/hc/en-us/",
      "text": "Help CenterFind answers fast",
      "html": "<a href=\"https://help.later.com/hc/en-us/\" class=\"yfQji\" data-active=\"false\"><div class=\"zBj0L\"><svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M22.0005 22.0005H7.99989L1.99951 16.0001V1.99951H16.0001L22.0005 7.99989V22.0005ZM9.63733 10.874V10.7172C9.63733 10.4079 9.67569 10.1524 9.7516 9.9524C9.82752 9.7516 9.94751 9.57774 10.1116 9.42918C10.2748 9.28062 10.4813 9.13287 10.7295 8.98431C11.1744 8.71821 11.5311 8.39986 11.7988 8.02928C12.0674 7.65869 12.2012 7...."
    },
    {
      "href": "https://help.later.com/hc/en-us/",
      "text": "Help CenterFind answers fast",
      "html": "<a href=\"https://help.later.com/hc/en-us/\" class=\"HPnow\" data-active=\"false\"><div class=\"DAazz\"><svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M22.0005 22.0005H7.99989L1.99951 16.0001V1.99951H16.0001L22.0005 7.99989V22.0005ZM9.63733 10.874V10.7172C9.63733 10.4079 9.67569 10.1524 9.7516 9.9524C9.82752 9.7516 9.94751 9.57774 10.1116 9.42918C10.2748 9.28062 10.4813 9.13287 10.7295 8.98431C11.1744 8.71821 11.5311 8.39986 11.7988 8.02928C12.0674 7.65869 12.2012 7...."
    },
    {
      "href": "https://help.later.com/",
      "text": "Help Center",
      "html": "<a href=\"https://help.later.com/\" target=\"_blank\" rel=\"noreferrer\" class=\"text-xs\" data-depth=\"1\" data-active=\"false\" aria-label=\"Help Center\" data-airgap-id=\"127\">Help Center</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://later.com/terms/",
      "text": "Terms",
      "html": "<a href=\"https://later.com/terms/\">Terms</a>"
    },
    {
      "href": "https://later.com/privacy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://later.com/privacy/\">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": "https://later.com/about/",
      "text": "About Later",
      "html": "<a href=\"https://later.com/about/\" class=\"text-xs\" data-depth=\"1\" data-active=\"false\" aria-label=\"About Later\">About Later</a>"
    },
    {
      "href": "https://www.linkedin.com/company/latergram-me/",
      "text": "",
      "html": "<a class=\"d-flex jc-center ai-center eP22X p-relative tlrb-0-before c-offline-30\" aria-label=\"LinkedIn\" href=\"https://www.linkedin.com/company/latergram-me/\" data-theme=\"charcoal-30\" target=\"_blank\" rel=\"noreferrer\" data-airgap-id=\"130\"><svg aria-hidden=\"true\" focusable=\"false\" class=\"w-2-5 h-2-5 tr-ease\" role=\"img\" xmlns=\"http://www.w3.org/2000/svg\" viewBox=\"0 0 24 24\" width=\"20\" height=\"20\"><path fill=\"currentColor\" d=\"M6.886,4.456A2.443,2.443,0,1,1,4.443,1.992,2.456,2.456,0,0,1,6.886,4.456..."
    }
  ],
  "contactLinks": [
    {
      "href": "https://help.later.com/hc/en-us/",
      "text": "Help CenterFind answers fast",
      "html": "<a href=\"https://help.later.com/hc/en-us/\" class=\"yfQji\" data-active=\"false\"><div class=\"zBj0L\"><svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M22.0005 22.0005H7.99989L1.99951 16.0001V1.99951H16.0001L22.0005 7.99989V22.0005ZM9.63733 10.874V10.7172C9.63733 10.4079 9.67569 10.1524 9.7516 9.9524C9.82752 9.7516 9.94751 9.57774 10.1116 9.42918C10.2748 9.28062 10.4813 9.13287 10.7295 8.98431C11.1744 8.71821 11.5311 8.39986 11.7988 8.02928C12.0674 7.65869 12.2012 7...."
    },
    {
      "href": "https://help.later.com/hc/en-us/",
      "text": "Help CenterFind answers fast",
      "html": "<a href=\"https://help.later.com/hc/en-us/\" class=\"HPnow\" data-active=\"false\"><div class=\"DAazz\"><svg viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http://www.w3.org/2000/svg\"><path d=\"M22.0005 22.0005H7.99989L1.99951 16.0001V1.99951H16.0001L22.0005 7.99989V22.0005ZM9.63733 10.874V10.7172C9.63733 10.4079 9.67569 10.1524 9.7516 9.9524C9.82752 9.7516 9.94751 9.57774 10.1116 9.42918C10.2748 9.28062 10.4813 9.13287 10.7295 8.98431C11.1744 8.71821 11.5311 8.39986 11.7988 8.02928C12.0674 7.65869 12.2012 7...."
    },
    {
      "href": "https://help.later.com/",
      "text": "Help Center",
      "html": "<a href=\"https://help.later.com/\" target=\"_blank\" rel=\"noreferrer\" class=\"text-xs\" data-depth=\"1\" data-active=\"false\" aria-label=\"Help Center\" data-airgap-id=\"127\">Help Center</a>"
    }
  ],
  "privacyLinks": [
    {
      "href": "https://later.com/terms/",
      "text": "Terms",
      "html": "<a href=\"https://later.com/terms/\">Terms</a>"
    },
    {
      "href": "https://later.com/privacy/",
      "text": "Privacy Policy",
      "html": "<a href=\"https://later.com/privacy/\">Privacy Policy</a>"
    }
  ],
  "score": 40,
  "weight": 20
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

GEO: Extraction-friendly structure

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

5 Warning

Needs attention

GEO: Extraction-friendly structure

Warning

Issue

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

Details

Why it matters

Check name

GEO: Extraction-friendly structure

Score

60/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "hasSummary": false,
  "tableCount": 0,
  "tablesWithHead": 0,
  "tablesMissingThead": [],
  "orderedLists": 0,
  "hasFaq": false,
  "definitionPatterns": 4,
  "schemaBlocks": 0,
  "missingSignals": [
    "optional top summary / TL;DR / key takeaways block",
    "table with <thead> only if the page already has tabular/comparative data",
    "ordered list only if the page explains a workflow/process",
    "optional visible FAQ or FAQPage schema",
    "JSON-LD structured data"
  ],
  "score": 60,
  "weight": 24
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first sections

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

4 Warning

Needs attention

AEO: Answer-first sections

Warning

Issue

65 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": 68,
  "passing": 3,
  "failing": [
    {
      "heading": "Full-service programs",
      "headingHtml": "<h3 class=\"ZvOTI\">Full-service programs</h3>",
      "firstParagraph": "Expert-led influencer campaigns",
      "paragraphHtml": "<p class=\"zDrib\">Expert-led influencer campaigns</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Influencer marketing platform",
      "headingHtml": "<h3 class=\"ZvOTI\">Influencer marketing platform</h3>",
      "firstParagraph": "Run your own campaigns",
      "paragraphHtml": "<p class=\"zDrib\">Run your own campaigns</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Creator AEO",
      "headingHtml": "<h3 class=\"ZvOTI\">Creator AEO</h3>",
      "firstParagraph": "Get cited in AI search",
      "paragraphHtml": "<p class=\"zDrib\">Get cited in AI search</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Our work",
      "headingHtml": "<h3 class=\"ZvOTI\">Our work</h3>",
      "firstParagraph": "Read case studies",
      "paragraphHtml": "<p class=\"zDrib\">Read case studies</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Pricing",
      "headingHtml": "<h3 class=\"ZvOTI\">Pricing</h3>",
      "firstParagraph": "Compare plans + features",
      "paragraphHtml": "<p class=\"zDrib\">Compare plans + features</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Social media scheduling",
      "headingHtml": "<h3 class=\"ZvOTI\">Social media scheduling</h3>",
      "firstParagraph": "Publish posts across platforms",
      "paragraphHtml": "<p class=\"zDrib\">Publish posts across platforms</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Social listening",
      "headingHtml": "<h3 class=\"ZvOTI\">Social listening</h3>",
      "firstParagraph": "Track mentions, sentiment, + trends",
      "paragraphHtml": "<p class=\"zDrib\">Track mentions, sentiment, + trends</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Analytics",
      "headingHtml": "<h3 class=\"ZvOTI\">Analytics</h3>",
      "firstParagraph": "See performance insights",
      "paragraphHtml": "<p class=\"zDrib\">See performance insights</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Join our campaign network",
      "headingHtml": "<h3 class=\"ZvOTI\">Join our campaign network</h3>",
      "firstParagraph": "Connect with brands + campaigns",
      "paragraphHtml": "<p class=\"zDrib\">Connect with brands + campaigns</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Mavely affiliate links",
      "headingHtml": "<h3 class=\"ZvOTI\">Mavely affiliate links</h3>",
      "firstParagraph": "Create shoppable links + earn more",
      "paragraphHtml": "<p class=\"zDrib\">Create shoppable links + earn more</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Blog",
      "headingHtml": "<h3 class=\"ZvOTI\">Blog</h3>",
      "firstParagraph": "Expert tips and insights",
      "paragraphHtml": "<p class=\"zDrib\">Expert tips and insights</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Our work",
      "headingHtml": "<h3 class=\"ZvOTI\">Our work</h3>",
      "firstParagraph": "Read case studies",
      "paragraphHtml": "<p class=\"zDrib\">Read case studies</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Guides",
      "headingHtml": "<h3 class=\"ZvOTI\">Guides</h3>",
      "firstParagraph": "Level up your influencer strategy",
      "paragraphHtml": "<p class=\"zDrib\">Level up your influencer strategy</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Expert Sessions",
      "headingHtml": "<h3 class=\"ZvOTI\">Expert Sessions</h3>",
      "firstParagraph": "Watch live and on-demand",
      "paragraphHtml": "<p class=\"zDrib\">Watch live and on-demand</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Help Center",
      "headingHtml": "<h3 class=\"ZvOTI\">Help Center</h3>",
      "firstParagraph": "Find answers fast",
      "paragraphHtml": "<p class=\"zDrib\">Find answers fast</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "How can Later help?",
      "headingHtml": "<h2>How can Later help?</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Enterprise campaigns",
      "headingHtml": "<h3>Enterprise campaigns</h3>",
      "firstParagraph": "Get a team to plan, produce, and manage your creator campaigns",
      "paragraphHtml": "<p>Get a team to plan, produce, and manage your creator campaigns</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Social media management",
      "headingHtml": "<h3>Social media management</h3>",
      "firstParagraph": "Plan, schedule, and analyze all your content in one place",
      "paragraphHtml": "<p>Plan, schedule, and analyze all your content in one place</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Creator opportunities",
      "headingHtml": "<h3>Creator opportunities</h3>",
      "firstParagraph": "Turn your everyday content into income with Mavely",
      "paragraphHtml": "<p>Turn your everyday content into income with Mavely</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "How can Later help?",
      "headingHtml": "<h2>How can Later help?</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Enterprise campaigns",
      "headingHtml": "<h3>Enterprise campaigns</h3>",
      "firstParagraph": "Get a team to plan, produce, and manage your creator campaigns",
      "paragraphHtml": "<p>Get a team to plan, produce, and manage your creator campaigns</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Social media management",
      "headingHtml": "<h3>Social media management</h3>",
      "firstParagraph": "Plan, schedule, and analyze all your content in one place",
      "paragraphHtml": "<p>Plan, schedule, and analyze all your content in one place</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "Creator opportunities",
      "headingHtml": "<h3>Creator opportunities</h3>",
      "firstParagraph": "Turn your everyday content into income with Mavely",
      "paragraphHtml": "<p>Turn your everyday content into income with Mavely</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Full-service programs",
      "headingHtml": "<h3 class=\"zm2Gb\">Full-service programs</h3>",
      "firstParagraph": "Expert-led influencer campaigns",
      "paragraphHtml": "<p class=\"c2f0D\">Expert-led influencer campaigns</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Influencer marketing platform",
      "headingHtml": "<h3 class=\"zm2Gb\">Influencer marketing platform</h3>",
      "firstParagraph": "Run your own campaigns",
      "paragraphHtml": "<p class=\"c2f0D\">Run your own campaigns</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Creator AEO",
      "headingHtml": "<h3 class=\"zm2Gb\">Creator AEO</h3>",
      "firstParagraph": "Get cited in AI search",
      "paragraphHtml": "<p class=\"c2f0D\">Get cited in AI search</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Our work",
      "headingHtml": "<h3 class=\"zm2Gb\">Our work</h3>",
      "firstParagraph": "Read case studies",
      "paragraphHtml": "<p class=\"c2f0D\">Read case studies</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Pricing",
      "headingHtml": "<h3 class=\"zm2Gb\">Pricing</h3>",
      "firstParagraph": "Compare plans + features",
      "paragraphHtml": "<p class=\"c2f0D\">Compare plans + features</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Social media scheduling",
      "headingHtml": "<h3 class=\"zm2Gb\">Social media scheduling</h3>",
      "firstParagraph": "Publish posts across platforms",
      "paragraphHtml": "<p class=\"c2f0D\">Publish posts across platforms</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Social listening",
      "headingHtml": "<h3 class=\"zm2Gb\">Social listening</h3>",
      "firstParagraph": "Track mentions, sentiment, + trends",
      "paragraphHtml": "<p class=\"c2f0D\">Track mentions, sentiment, + trends</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Analytics",
      "headingHtml": "<h3 class=\"zm2Gb\">Analytics</h3>",
      "firstParagraph": "See performance insights",
      "paragraphHtml": "<p class=\"c2f0D\">See performance insights</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Join our campaign network",
      "headingHtml": "<h3 class=\"zm2Gb\">Join our campaign network</h3>",
      "firstParagraph": "Connect with brands + campaigns",
      "paragraphHtml": "<p class=\"c2f0D\">Connect with brands + campaigns</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Mavely affiliate links",
      "headingHtml": "<h3 class=\"zm2Gb\">Mavely affiliate links</h3>",
      "firstParagraph": "Create shoppable links + earn more",
      "paragraphHtml": "<p class=\"c2f0D\">Create shoppable links + earn more</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Blog",
      "headingHtml": "<h3 class=\"zm2Gb\">Blog</h3>",
      "firstParagraph": "Expert tips and insights",
      "paragraphHtml": "<p class=\"c2f0D\">Expert tips and insights</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Our work",
      "headingHtml": "<h3 class=\"zm2Gb\">Our work</h3>",
      "firstParagraph": "Read case studies",
      "paragraphHtml": "<p class=\"c2f0D\">Read case studies</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Guides",
      "headingHtml": "<h3 class=\"zm2Gb\">Guides</h3>",
      "firstParagraph": "Level up your influencer strategy",
      "paragraphHtml": "<p class=\"c2f0D\">Level up your influencer strategy</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Expert Sessions",
      "headingHtml": "<h3 class=\"zm2Gb\">Expert Sessions</h3>",
      "firstParagraph": "Watch live and on-demand",
      "paragraphHtml": "<p class=\"c2f0D\">Watch live and on-demand</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Help Center",
      "headingHtml": "<h3 class=\"zm2Gb\">Help Center</h3>",
      "firstParagraph": "Find answers fast",
      "paragraphHtml": "<p class=\"c2f0D\">Find answers fast</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Trusted by industry leaders",
      "headingHtml": "<h2 class=\"text-l ff-body ta-center reveal _7Sf+D\" data-proof-heading=\"true\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 60px);\">Trusted by industry leaders</h2>",
      "firstParagraph": "A showcase of creator-produced content from real influencer marketing campaigns powered by Later, featuring brand collaborations across social media platforms",
      "paragraphHtml": "<p class=\"a11y-hide-vis\">A showcase of creator-produced content from real influencer marketing campaigns powered by Later, featuring brand collaborations across social media platforms</p>",
      "words": 20,
      "direct": false,
      "issue": "First paragraph is 20 words and does not look like a concise direct answer."
    },
    {
      "heading": "Go big. We've got you.",
      "headingHtml": "<h2 class=\"h1 show c-gridglow reveal mb-1\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 100px); opacity: 0;\">Go big. We&apos;ve got you.</h2>",
      "firstParagraph": "How brands and creators grow with Later.",
      "paragraphHtml": "<p class=\"text-2xl show c-gridglow reveal\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 100px); opacity: 0;\">How brands and creators grow with Later.</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Full-service programs",
      "headingHtml": "<h2 class=\"text-2xl ta-left tr-ease\">Full-service programs</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Full-service programs",
      "headingHtml": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Full-service programs</h2>",
      "firstParagraph": "Get a team to plan, produce, and manage your creator campaigns.",
      "paragraphHtml": "<p class=\"text-l c-offline\">Get a team to plan, produce, and manage your creator campaigns.</p>",
      "words": 11,
      "direct": false,
      "issue": "First paragraph is 11 words and does not look like a concise direct answer."
    },
    {
      "heading": "Earn as a creator",
      "headingHtml": "<h2 class=\"text-2xl ta-left tr-ease\">Earn as a creator</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Earn as a creator",
      "headingHtml": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Earn as a creator</h2>",
      "firstParagraph": "Turn your everyday content into income with Mavely.",
      "paragraphHtml": "<p class=\"text-l c-offline\">Turn your everyday content into income with Mavely.</p>",
      "words": 8,
      "direct": false,
      "issue": "First paragraph is 8 words and does not look like a concise direct answer."
    },
    {
      "heading": "Influencer marketing software",
      "headingHtml": "<h2 class=\"text-2xl ta-left tr-ease\">Influencer marketing software</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Influencer marketing software",
      "headingHtml": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Influencer marketing software</h2>",
      "firstParagraph": "Run influencer campaigns that drive real results.",
      "paragraphHtml": "<p class=\"text-l c-offline\">Run influencer campaigns that drive real results.</p>",
      "words": 7,
      "direct": false,
      "issue": "First paragraph is 7 words and does not look like a concise direct answer."
    },
    {
      "heading": "Social media management",
      "headingHtml": "<h2 class=\"text-2xl ta-left tr-ease\">Social media management</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Social media management",
      "headingHtml": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Social media management</h2>",
      "firstParagraph": "Plan, schedule, and analyze all your content in one place.",
      "paragraphHtml": "<p class=\"text-l c-offline\">Plan, schedule, and analyze all your content in one place.</p>",
      "words": 10,
      "direct": false,
      "issue": "First paragraph is 10 words and does not look like a concise direct answer."
    },
    {
      "heading": "The only influencer marketing platform powered by realcampaigncreatorsocialintelligence.",
      "headingHtml": "<h2 class=\"lQaw7 fw-extrabold\" style=\"opacity: 0;\"><span aria-label=\"The only influencer marketing platform powered by real\"><span class=\"line d-block\" aria-hidden=\"true\" style=\"text-align: center; translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0%, 100%);\">The only influencer </span><span class=\"line d-block\" aria-hidden=\"true\" style=\"text-align: center; translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0%, 100%);\">marketing </span><spa...",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The hype is real.",
      "headingHtml": "<h2 class=\"h1 ta-center reveal\" data-heading=\"true\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 100px);\">The hype is real.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "16M+",
      "headingHtml": "<h3 data-counter=\"true\" data-value=\"16\" data-prefix data-suffix=\"M+\" class=\"d-block h1-l _8q5IZ\">16M+</h3>",
      "firstParagraph": "creators analyzed across platforms.",
      "paragraphHtml": "<p class=\"lh-snug c-offline fw-normal ff-body d-block F3tdr\">creators analyzed <br> across platforms.</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "136B",
      "headingHtml": "<h3 data-counter=\"true\" data-value=\"136\" data-prefix data-suffix=\"B\" class=\"d-block h1-l _8q5IZ\">136B</h3>",
      "firstParagraph": "annual impressions from scheduled social posts.",
      "paragraphHtml": "<p class=\"lh-snug c-offline fw-normal ff-body d-block F3tdr\">annual impressions from <br> scheduled social posts.</p>",
      "words": 6,
      "direct": false,
      "issue": "First paragraph is 6 words and does not look like a concise direct answer."
    },
    {
      "heading": "1B+",
      "headingHtml": "<h3 data-counter=\"true\" data-value=\"1\" data-prefix data-suffix=\"B+\" class=\"d-block h1-l _8q5IZ\">1B+</h3>",
      "firstParagraph": "Link in Bio transactions tracked.",
      "paragraphHtml": "<p class=\"lh-snug c-offline fw-normal ff-body d-block F3tdr\">Link in Bio <br> transactions tracked.</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "$2B+",
      "headingHtml": "<h3 data-counter=\"true\" data-value=\"2\" data-prefix=\"&#x24;\" data-suffix=\"B+\" class=\"d-block h1-l _8q5IZ\">&#x24;2B+</h3>",
      "firstParagraph": "in verified influencer-driven purchases.",
      "paragraphHtml": "<p class=\"lh-snug c-offline fw-normal ff-body d-block F3tdr\">in verified influencer-<br>driven purchases.</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "The team behind your best campaigns.",
      "headingHtml": "<h2 class=\"h1-l\">The team behind your best campaigns.</h2>",
      "firstParagraph": "Our experts plan, run, and optimize influencer campaigns that stand out, scale faster, and win big.",
      "paragraphHtml": "<p class=\"text-2xl c-offline reveal\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 100px); opacity: 0;\">Our experts plan, run, and optimize influencer campaigns that stand out, scale faster, and win big.</p>",
      "words": 16,
      "direct": false,
      "issue": "First paragraph is 16 words and does not look like a concise direct answer."
    },
    {
      "heading": "Our Work",
      "headingHtml": "<h2 class=\"eyebrow text-l fw-medium\">Our Work</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "El Pollo Loco",
      "headingHtml": "<h2 class=\"fw-extrabold\">El Pollo Loco</h2>",
      "firstParagraph": "At El Pollo Loco, we aspire to be at the forefront of culture. Later enables us to do just that, ensuring every dollar works hard to drive results for our brand and business.",
      "paragraphHtml": "<p class=\"K10VV c-gridglow-10\"><span role=\"text\">At El Pollo Loco, we aspire to be at the forefront of culture. Later enables us to do just that, ensuring every dollar works hard to drive results for our brand <span class=\"L4ayR\">and business.</span></span></p>",
      "words": 33,
      "direct": false,
      "issue": "First paragraph is 33 words and does not look like a concise direct answer."
    },
    {
      "heading": "Crumbl",
      "headingHtml": "<h2 class=\"fw-extrabold\">Crumbl</h2>",
      "firstParagraph": "The support from Later was incredible. They made the process seamless, from recommending influencers to coordinating content approvals. It felt like they were part of our team.",
      "paragraphHtml": "<p class=\"K10VV c-gridglow-10\"><span role=\"text\">The support from Later was incredible. They made the process seamless, from recommending influencers to coordinating content approvals. It felt like they were part of <span class=\"L4ayR\">our team.</span></span></p>",
      "words": 27,
      "direct": false,
      "issue": "First paragraph is 27 words and does not look like a concise direct answer."
    },
    {
      "heading": "Tapatio",
      "headingHtml": "<h2 class=\"fw-extrabold\">Tapatio</h2>",
      "firstParagraph": "For the first time ever, our Shopify sales surpassed Amazon. That’s a major milestone—and a direct result of this campaign.",
      "paragraphHtml": "<p class=\"K10VV c-gridglow-10\"><span role=\"text\">For the first time ever, our Shopify sales surpassed Amazon. That&#x2019;s a major milestone&#x2014;and a direct result of <span class=\"L4ayR\">this campaign.</span></span></p>",
      "words": 22,
      "direct": false,
      "issue": "First paragraph is 22 words and does not look like a concise direct answer."
    },
    {
      "heading": "Habit Burger & Grill",
      "headingHtml": "<h2 class=\"fw-extrabold\">Habit Burger &amp; Grill</h2>",
      "firstParagraph": "We didn’t just want to show up—we wanted to be part of the weekend. The creators made that happen.",
      "paragraphHtml": "<p class=\"K10VV c-gridglow-10\"><span role=\"text\">We didn&#x2019;t just want to show up&#x2014;we wanted to be part of the weekend. The creators made <span class=\"L4ayR\">that happen.</span></span></p>",
      "words": 21,
      "direct": false,
      "issue": "First paragraph is 21 words and does not look like a concise direct answer."
    },
    {
      "heading": "The latest from Later.",
      "headingHtml": "<h2 class=\"h1 ta-center reveal\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 50px); opacity: 0;\">The latest from Later.</h2>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Catch up on our latest expert session Made You Look episode 2: Celebrity sells, community scales",
      "headingHtml": "<h3 class=\"ff-body mb-0\"><a href=\"https://later.com/resources/expert-sessions/made-you-look/may-2026/\" class=\"c-gridglow tr-ease tlrb-0-before\"><span role=\"text\">Catch up on our latest expert session Made You Look episode 2: Celebrity sells, <span class=\"L4ayR\">community scales</span></span></a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "Twenty 2026 Creator Economy Predictions",
      "headingHtml": "<h3 class=\"ff-body mb-0\"><a href=\"https://later.com/blog/twenty-2026-creator-economy-predictions/\" class=\"c-gridglow tr-ease tlrb-0-before\"><span role=\"text\">Twenty 2026 Creator <span class=\"L4ayR\">Economy Predictions</span></span></a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "The Strategic Turning Point: 2025 State of Influencer Marketing",
      "headingHtml": "<h3 class=\"ff-body mb-0\"><a href=\"https://later.com/resources/report/state-of-influencer/\" class=\"c-gridglow tr-ease tlrb-0-before\"><span role=\"text\">The Strategic Turning Point: 2025 State of <span class=\"L4ayR\">Influencer Marketing</span></span></a></h3>",
      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "When you get it right, it's impossible to ignore.",
      "headingHtml": "<h2 class=\"h1-l c-white mb-3 reveal lh-snug\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 100px); opacity: 0;\">When you get it right, it&apos;s impossible to ignore.</h2>",
      "firstParagraph": "Follow us",
      "paragraphHtml": "<p role=\"heading\" aria-level=\"2\" class=\"text fw-bold\">Follow us</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
    }
  ],
  "score": 65,
  "weight": 28
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 55/100 and needs improvement.

3 Warning

Needs attention

AEO: Entity and definition clarity

Warning

Issue

Entity or definition gaps: later, influencer, marketing, social, media, management, unforgettable, campaigns, start, insight.

Details

Why it matters

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

Check name

AEO: Entity and definition clarity

Score

55/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AEO: Entity and definition clarity scored 55/100 and needs improvement.

Evidence

{
  "title": "Later: Influencer Marketing and Social Media Management",
  "h1": "Unforgettable campaigns start with insight.",
  "description": "",
  "topicOverlap": 0,
  "definitionCount": 4,
  "topicTerms": [
    "later",
    "influencer",
    "marketing",
    "social",
    "media",
    "management",
    "unforgettable",
    "campaigns",
    "start",
    "insight"
  ],
  "descriptionTerms": [],
  "missingFromDescription": [
    "later",
    "influencer",
    "marketing",
    "social",
    "media",
    "management",
    "unforgettable",
    "campaigns",
    "start",
    "insight"
  ],
  "score": 55,
  "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

1 explanatory paragraph(s) could be stronger for citation or AI extraction.

Details

Why it matters

Check name

GEO: Explanatory content depth

Score

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "candidatePassages": 1,
  "citablePassages": 0,
  "failingCandidateParagraphs": [
    {
      "index": 71,
      "heading": "H2: You don’t need more creators. You need the right ones.",
      "text": "A video of a creator getting ready, showing the behind the scenes of before they show up to a big event - similar to how Later’s expert influencer marketing team does the work to help leading brands show up, stand out, and win big to their audience.",
      "words": 47,
      "hasEvidence": false,
      "reasons": [
        "Too short for a citation-ready passage (47 words; target 80-220).",
        "Missing a named source, statistic, date, percentage, report, or other evidence signal."
      ],
      "html": "<p class=\"a11y-hide-vis\">A video of a creator getting ready, showing the behind the scenes of before they show up to a big event - similar to how Later&#x2019;s expert influencer marketing team does the work to help leading brands show up, stand out, and win big to their audience.</p>"
    }
  ],
  "citableParagraphs": [],
  "score": 75,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question-led structure

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

2 Warning

Needs attention

AEO: Question-led structure

Warning

Issue

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

Why it matters

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

Check name

AEO: Question-led structure

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "h2Count": 25,
  "questionH2s": [
    {
      "index": 1,
      "text": "How can Later help?",
      "isQuestion": true,
      "html": "<h2>How can Later help?</h2>"
    },
    {
      "index": 2,
      "text": "How can Later help?",
      "isQuestion": true,
      "html": "<h2>How can Later help?</h2>"
    },
    {
      "index": 25,
      "text": "When you get it right, it's impossible to ignore.",
      "isQuestion": true,
      "html": "<h2 class=\"h1-l c-white mb-3 reveal lh-snug\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 100px); opacity: 0;\">When you get it right, it&apos;s impossible to ignore.</h2>"
    }
  ],
  "hasFaq": false,
  "score": 70,
  "weight": 18
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Google eligibility and indexability

AIO: Google eligibility and indexability scored 80/100 and needs improvement.

1 Warning

Needs attention

AIO: Google eligibility and indexability

Warning

Issue

Canonical tag is missing.

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: Google eligibility and indexability

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Google eligibility and indexability scored 80/100 and needs improvement.

Evidence

{
  "status": 200,
  "googlebotBlocked": false,
  "metaRobotsTags": [],
  "xRobotsTag": "",
  "canonical": "",
  "finalUrl": "https://later.com/",
  "canonicalScore": 0,
  "score": 80,
  "weight": 18
}

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

65 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": 68,
  "passing": 3,
  "failing": [
    {
      "heading": "Full-service programs",
      "headingHtml": "<h3 class=\"ZvOTI\">Full-service programs</h3>",
      "firstParagraph": "Expert-led influencer campaigns",
      "paragraphHtml": "<p class=\"zDrib\">Expert-led influencer campaigns</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Influencer marketing platform",
      "headingHtml": "<h3 class=\"ZvOTI\">Influencer marketing platform</h3>",
      "firstParagraph": "Run your own campaigns",
      "paragraphHtml": "<p class=\"zDrib\">Run your own campaigns</p>",
      "words": 4,
      "direct": false,
      "issue": "First paragraph is 4 words and does not look like a concise direct answer."
    },
    {
      "heading": "Creator AEO",
      "headingHtml": "<h3 class=\"ZvOTI\">Creator AEO</h3>",
      "firstParagraph": "Get cited in AI search",
      "paragraphHtml": "<p class=\"zDrib\">Get cited in AI search</p>",
      "words": 5,
      "direct": false,
      "issue": "First paragraph is 5 words and does not look like a concise direct answer."
    },
    {
      "heading": "Our work",
      "headingHtml": "<h3 class=\"ZvOTI\">Our work</h3>",
      "firstParagraph": "Read case studies",
      "paragraphHtml": "<p class=\"zDrib\">Read case studies</p>",
      "words": 3,
      "direct": false,
      "issue": "First paragraph is 3 words and does not look like a concise direct answer."
    },
    {
      "heading": "Pricing",
      "headingHtml": "<h3 class=\"ZvOTI\">Pricing</h3>",
      "firstParagraph": "Compare plans + features",
      "paragraphHtml": "<p class=\"zDrib\">Compare plans + features</p>",
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      "firstParagraph": "",
      "paragraphHtml": "",
      "words": 0,
      "direct": false,
      "issue": "No paragraph follows this heading."
    },
    {
      "heading": "When you get it right, it's impossible to ignore.",
      "headingHtml": "<h2 class=\"h1-l c-white mb-3 reveal lh-snug\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 100px); opacity: 0;\">When you get it right, it&apos;s impossible to ignore.</h2>",
      "firstParagraph": "Follow us",
      "paragraphHtml": "<p role=\"heading\" aria-level=\"2\" class=\"text fw-bold\">Follow us</p>",
      "words": 2,
      "direct": false,
      "issue": "First paragraph is 2 words and does not look like a concise direct answer."
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  "score": 65,
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}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience for AIO

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

1 Warning

Needs attention

AIO: Page experience for AIO

Warning

Issue

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

75/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

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  "visibleWords": 1368,
  "htmlBytes": 462451,
  "imagesMissingDimensions": [
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GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer intent coverage

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

1 Warning

Needs attention

AEO: Answer intent coverage

Warning

Issue

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

Details

Why it matters

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

Check name

AEO: Answer intent coverage

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

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

Evidence

{
  "headings": [
    {
      "text": "How can Later help?",
      "html": "<h2>How can Later help?</h2>"
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    {
      "text": "How can Later help?",
      "html": "<h2>How can Later help?</h2>"
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    {
      "text": "Trusted by industry leaders",
      "html": "<h2 class=\"text-l ff-body ta-center reveal _7Sf+D\" data-proof-heading=\"true\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 60px);\">Trusted by industry leaders</h2>"
    },
    {
      "text": "Go big. We've got you.",
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    },
    {
      "text": "Full-service programs",
      "html": "<h2 class=\"text-2xl ta-left tr-ease\">Full-service programs</h2>"
    },
    {
      "text": "Full-service programs",
      "html": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Full-service programs</h2>"
    },
    {
      "text": "Earn as a creator",
      "html": "<h2 class=\"text-2xl ta-left tr-ease\">Earn as a creator</h2>"
    },
    {
      "text": "Earn as a creator",
      "html": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Earn as a creator</h2>"
    },
    {
      "text": "Influencer marketing software",
      "html": "<h2 class=\"text-2xl ta-left tr-ease\">Influencer marketing software</h2>"
    },
    {
      "text": "Influencer marketing software",
      "html": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Influencer marketing software</h2>"
    },
    {
      "text": "Social media management",
      "html": "<h2 class=\"text-2xl ta-left tr-ease\">Social media management</h2>"
    },
    {
      "text": "Social media management",
      "html": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Social media management</h2>"
    },
    {
      "text": "The only influencer marketing platform powered by realcampaigncreatorsocialintelligence.",
      "html": "<h2 class=\"lQaw7 fw-extrabold\" style=\"opacity: 0;\"><span aria-label=\"The only influencer marketing platform powered by real\"><span class=\"line d-block\" aria-hidden=\"true\" style=\"text-align: center; translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0%, 100%);\">The only influencer </span><span class=\"line d-block\" aria-hidden=\"true\" style=\"text-align: center; translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0%, 100%);\">marketing </span><spa..."
    },
    {
      "text": "The hype is real.",
      "html": "<h2 class=\"h1 ta-center reveal\" data-heading=\"true\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 100px);\">The hype is real.</h2>"
    },
    {
      "text": "Other brands are guessing. You don’t have to.",
      "html": "<h2 class=\"h1 reveal mb-2\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 100px);\">Other brands <br> are guessing. <br> You don&#x2019;t have to.</h2>"
    },
    {
      "text": "You don’t need more creators. You need the right ones.",
      "html": "<h2 class=\"h1 px-8-l ta-center\" data-creator-heading=\"true\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 100px);\"><span role=\"text\">You don&#x2019;t need more creators. You need the <span class=\"L4ayR\">right ones.</span></span></h2>"
    },
    {
      "text": "The team behind your best campaigns.",
      "html": "<h2 class=\"h1-l\">The team behind your best campaigns.</h2>"
    },
    {
      "text": "Our Work",
      "html": "<h2 class=\"eyebrow text-l fw-medium\">Our Work</h2>"
    },
    {
      "text": "At Home",
      "html": "<h2 class=\"fw-extrabold\">At Home</h2>"
    },
    {
      "text": "El Pollo Loco",
      "html": "<h2 class=\"fw-extrabold\">El Pollo Loco</h2>"
    },
    {
      "text": "Crumbl",
      "html": "<h2 class=\"fw-extrabold\">Crumbl</h2>"
    },
    {
      "text": "Tapatio",
      "html": "<h2 class=\"fw-extrabold\">Tapatio</h2>"
    },
    {
      "text": "Habit Burger & Grill",
      "html": "<h2 class=\"fw-extrabold\">Habit Burger &amp; Grill</h2>"
    },
    {
      "text": "The latest from Later.",
      "html": "<h2 class=\"h1 ta-center reveal\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 50px); opacity: 0;\">The latest from Later.</h2>"
    },
    {
      "text": "When you get it right, it's impossible to ignore.",
      "html": "<h2 class=\"h1-l c-white mb-3 reveal lh-snug\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 100px); opacity: 0;\">When you get it right, it&apos;s impossible to ignore.</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Later: Influencer Marketing and Social Media...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Later: Influencer Marketing and Social Media... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Later: Influencer Marketing and Social Media...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Later: Influencer Marketing and Social Media... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Later: Influencer Marketing and Social Media... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Later: Influencer Marketing and Social Media...?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Later: Influencer Marketing and Social Media...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Later: Influencer Marketing and Social Media... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Later: Influencer Marketing and Social Media... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 8
}

Agent Ease of UseAPIEmerging recommendation

AI context endpoint

AI context endpoint is informational for this page.

Informational

Needs attention

AI context endpoint

Informational

Issue

AI context endpoint is informational for this page.

Why it matters

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

Check name

AI context endpoint

Score

100/100

Status

informational

Category

API

Maturity

Emerging recommendation

Goal

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

Result

AI context endpoint is informational for this page.

Validation steps

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

Evidence

{
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "informational",
      "evidence": {
        "checked": [
          {
            "path": "/api/ai/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/api/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/context",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "AI context endpoint was not found at the expected path.",
      "howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
    }
  ]
}

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Query intent coverage

AIO: Query intent coverage is informational for this page.

Informational

Needs attention

AIO: Query intent coverage

Informational

Issue

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

Details

Why it matters

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

Check name

AIO: Query intent coverage

Score

70/100

Status

informational

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

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

Result

AIO: Query intent coverage is informational for this page.

Evidence

{
  "headings": [
    {
      "text": "How can Later help?",
      "html": "<h2>How can Later help?</h2>"
    },
    {
      "text": "How can Later help?",
      "html": "<h2>How can Later help?</h2>"
    },
    {
      "text": "Trusted by industry leaders",
      "html": "<h2 class=\"text-l ff-body ta-center reveal _7Sf+D\" data-proof-heading=\"true\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 60px);\">Trusted by industry leaders</h2>"
    },
    {
      "text": "Go big. We've got you.",
      "html": "<h2 class=\"h1 show c-gridglow reveal mb-1\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 100px); opacity: 0;\">Go big. We&apos;ve got you.</h2>"
    },
    {
      "text": "Full-service programs",
      "html": "<h2 class=\"text-2xl ta-left tr-ease\">Full-service programs</h2>"
    },
    {
      "text": "Full-service programs",
      "html": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Full-service programs</h2>"
    },
    {
      "text": "Earn as a creator",
      "html": "<h2 class=\"text-2xl ta-left tr-ease\">Earn as a creator</h2>"
    },
    {
      "text": "Earn as a creator",
      "html": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Earn as a creator</h2>"
    },
    {
      "text": "Influencer marketing software",
      "html": "<h2 class=\"text-2xl ta-left tr-ease\">Influencer marketing software</h2>"
    },
    {
      "text": "Influencer marketing software",
      "html": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Influencer marketing software</h2>"
    },
    {
      "text": "Social media management",
      "html": "<h2 class=\"text-2xl ta-left tr-ease\">Social media management</h2>"
    },
    {
      "text": "Social media management",
      "html": "<h2 class=\"h2-s mb-1 d-none d-block-l\">Social media management</h2>"
    },
    {
      "text": "The only influencer marketing platform powered by realcampaigncreatorsocialintelligence.",
      "html": "<h2 class=\"lQaw7 fw-extrabold\" style=\"opacity: 0;\"><span aria-label=\"The only influencer marketing platform powered by real\"><span class=\"line d-block\" aria-hidden=\"true\" style=\"text-align: center; translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0%, 100%);\">The only influencer </span><span class=\"line d-block\" aria-hidden=\"true\" style=\"text-align: center; translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0%, 100%);\">marketing </span><spa..."
    },
    {
      "text": "The hype is real.",
      "html": "<h2 class=\"h1 ta-center reveal\" data-heading=\"true\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 100px);\">The hype is real.</h2>"
    },
    {
      "text": "Other brands are guessing. You don’t have to.",
      "html": "<h2 class=\"h1 reveal mb-2\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 100px);\">Other brands <br> are guessing. <br> You don&#x2019;t have to.</h2>"
    },
    {
      "text": "You don’t need more creators. You need the right ones.",
      "html": "<h2 class=\"h1 px-8-l ta-center\" data-creator-heading=\"true\" style=\"translate: none; rotate: none; scale: none; opacity: 0; transform: translate(0px, 100px);\"><span role=\"text\">You don&#x2019;t need more creators. You need the <span class=\"L4ayR\">right ones.</span></span></h2>"
    },
    {
      "text": "The team behind your best campaigns.",
      "html": "<h2 class=\"h1-l\">The team behind your best campaigns.</h2>"
    },
    {
      "text": "Our Work",
      "html": "<h2 class=\"eyebrow text-l fw-medium\">Our Work</h2>"
    },
    {
      "text": "At Home",
      "html": "<h2 class=\"fw-extrabold\">At Home</h2>"
    },
    {
      "text": "El Pollo Loco",
      "html": "<h2 class=\"fw-extrabold\">El Pollo Loco</h2>"
    },
    {
      "text": "Crumbl",
      "html": "<h2 class=\"fw-extrabold\">Crumbl</h2>"
    },
    {
      "text": "Tapatio",
      "html": "<h2 class=\"fw-extrabold\">Tapatio</h2>"
    },
    {
      "text": "Habit Burger & Grill",
      "html": "<h2 class=\"fw-extrabold\">Habit Burger &amp; Grill</h2>"
    },
    {
      "text": "The latest from Later.",
      "html": "<h2 class=\"h1 ta-center reveal\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 50px); opacity: 0;\">The latest from Later.</h2>"
    },
    {
      "text": "When you get it right, it's impossible to ignore.",
      "html": "<h2 class=\"h1-l c-white mb-3 reveal lh-snug\" style=\"translate: none; rotate: none; scale: none; transform: translate(0px, 100px); opacity: 0;\">When you get it right, it&apos;s impossible to ignore.</h2>"
    }
  ],
  "expected": [
    {
      "id": "what",
      "label": "What is Later: Influencer Marketing and Social Media...?",
      "pattern": {}
    },
    {
      "id": "how",
      "label": "How does Later: Influencer Marketing and Social Media... work?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Later: Influencer Marketing and Social Media...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Later: Influencer Marketing and Social Media... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Later: Influencer Marketing and Social Media... compare with alternatives?",
      "pattern": {}
    }
  ],
  "missing": [
    {
      "id": "what",
      "label": "What is Later: Influencer Marketing and Social Media...?",
      "pattern": {}
    },
    {
      "id": "benefits",
      "label": "Why use Later: Influencer Marketing and Social Media...?",
      "pattern": {}
    },
    {
      "id": "cost",
      "label": "Is Later: Influencer Marketing and Social Media... free or paid?",
      "pattern": {}
    },
    {
      "id": "compare",
      "label": "How does Later: Influencer Marketing and Social Media... compare with alternatives?",
      "pattern": {}
    }
  ],
  "score": 70,
  "weight": 4
}

AI DiscoverabilityDiscoverabilityEstablished

IndexNow key

IndexNow key is informational for this page.

Informational

Needs attention

IndexNow key

Informational

Issue

IndexNow key is informational for this page.

Why it matters

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

Check name

IndexNow key

Score

100/100

Status

informational

Category

Discoverability

Maturity

Established

Goal

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

Result

IndexNow key is informational for this page.

Validation steps

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

Evidence

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

Agent Ease of UseAuthEstablished

OAuth / OIDC discovery

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

Informational

Needs attention

OAuth / OIDC discovery

Informational

Issue

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

Why it matters

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

Check name

OAuth / OIDC discovery

Score

0/100

Status

informational

Category

Auth

Maturity

Established

Goal

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

Result

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

Validation steps

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

Evidence

{
  "failedStep": "fetch",
  "steps": [
    {
      "id": "fetch",
      "title": "Fetch to find resource",
      "status": "fail",
      "evidence": {
        "checked": [
          {
            "path": "/.well-known/openid-configuration",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          },
          {
            "path": "/.well-known/oauth-authorization-server",
            "statusCode": 404,
            "contentType": "text/html; charset=utf-8",
            "length": 322425
          }
        ]
      },
      "issue": "OAuth / OIDC discovery was not found at the expected path.",
      "howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign 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; charset=utf-8"
      },
      "issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
      "howToFix": "Publish /.well-known/oauth-protected-resource JSON."
    },
    {
      "id": "metadata",
      "title": "Validate protected resource metadata",
      "status": "fail",
      "evidence": {
        "valid": false,
        "compatibleContentType": false,
        "issue": "Response is not valid JSON.",
        "rawExcerpt": "<!DOCTYPE html><html lang=\"en\" data-bu=\"smm\" id=\"root\" class=\"later \" data-root=\"true\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><meta name=\"generator\" content=\"Gatsby 5.16.1\"/><meta data-react-helmet=\"true\" name=\"description\" content=\"Influencer marketing and social media management powered by real campaign intelligence, trusted creators, and results you can measure.\"/><meta data-react-helmet=\"true\" name=\"image\" content=\"https://images.ctfassets.net/nfpsrlop6sws/4huePv7JX8n0dtdtSC1bsO/80e2b8336635bcee33675bb901c93804/later-meta-image.jpg\"/><meta data-react-helmet=\"true\" property=\"og:url\" content=\"https://later.com/404/\"/><meta data-react-helmet=\"true\" property=\"og:title\" content=\"Later: Like a 25-hour-old story,the page you&#x27;re l"
      },
      "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://later.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://later.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/admin/summary",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://later.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          },
          {
            "path": "/api/scans",
            "statusCode": 404,
            "wwwAuthenticate": {
              "valid": false,
              "present": false
            },
            "expectedMetadataUrl": "https://later.com/.well-known/oauth-protected-resource",
            "metadataUrlMatches": true,
            "resourceMatchesRequestContext": true
          }
        ]
      },
      "issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
      "howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
    }
  ],
  "authApplicability": {
    "supportsAuth": true,
    "score": 3,
    "signals": [
      {
        "source": "visible-text",
        "weight": 3,
        "match": "sign in"
      }
    ]
  },
  "resourceFetchSucceeded": false
}

Performance and AccessibilityAccessibilityBrowser audit

`[role]`s are not contained by their required parent element

50 Fail

Check name

`[role]`s are not contained by their required parent element

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Some ARIA child roles must be contained by specific parent roles to properly perform their intended accessibility functions. [Learn more about ARIA roles and required parent element](https://dequeuniversity.com/rules/axe/4.10/aria-required-parent).

References

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

Evidence

{
  "description": "Some ARIA child roles must be contained by specific parent roles to properly perform their intended accessibility functions. [Learn more about ARIA roles and required parent element](https://dequeuniversity.com/rules/axe/4.10/aria-required-parent)."
}

Performance and AccessibilityBest PracticesBrowser audit

Browser errors were logged to the console

50 Fail

Check name

Browser errors were logged to the console

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Fix guidance

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

References

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

Evidence

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

Performance and AccessibilityAccessibilityBrowser audit

Elements use prohibited ARIA attributes

50 Fail

Check name

Elements use prohibited ARIA attributes

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Using ARIA attributes in roles where they are prohibited can mean that important information is not communicated to users of assistive technologies. [Learn more about prohibited ARIA roles](https://dequeuniversity.com/rules/axe/4.10/aria-prohibited-attr).

References

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

Evidence

{
  "description": "Using ARIA attributes in roles where they are prohibited can mean that important information is not communicated to users of assistive technologies. [Learn more about prohibited ARIA roles](https://dequeuniversity.com/rules/axe/4.10/aria-prohibited-attr)."
}

Performance and AccessibilityBest PracticesBrowser audit

Uses deprecated APIs

50 Fail

Check name

Uses deprecated APIs

Score

0/100

Status

fail

Device

desktop

Category

Best Practices

Estimated savings

2 warnings 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": "2 warnings 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/)."
}

SEOSEOBrowser audit

Document does not have a meta description

33 Fail

Check name

Document does not have a meta description

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Meta descriptions may be included in search results to concisely summarize page content. [Learn more about the meta description](https://developer.chrome.com/docs/lighthouse/seo/meta-description/).

References

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

Evidence

{
  "description": "Meta descriptions may be included in search results to concisely summarize page content. [Learn more about the meta description](https://developer.chrome.com/docs/lighthouse/seo/meta-description/)."
}

SEOSEOBrowser audit

Image elements do not have `[alt]` attributes

33 Fail

Check name

Image elements do not have `[alt]` attributes

Score

0/100

Status

fail

Device

desktop

Category

SEO

Fix guidance

Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.10/image-alt).

References

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

Evidence

{
  "description": "Informative elements should aim for short, descriptive alternate text. Decorative elements can be ignored with an empty alt attribute. [Learn more about the `alt` attribute](https://dequeuniversity.com/rules/axe/4.10/image-alt)."
}

SEOSEOBrowser audit

Links do not have descriptive text

33 Fail

Check name

Links do not have descriptive text

Score

0/100

Status

fail

Device

desktop

Category

SEO

Estimated savings

5 links found

Fix guidance

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

References

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

Evidence

{
  "displayValue": "5 links found",
  "description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}

Performance and AccessibilityPerformanceBrowser audit

Reduce JavaScript execution time

20 Fail

Check name

Reduce JavaScript execution time

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

45.2 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": "45.2 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": 45165.06399999966
}

Performance and AccessibilityPerformanceBrowser audit

Loading performance

15 Fail

Check name

Loading performance

Score

27/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "first-contentful-paint",
      "title": "First Contentful Paint",
      "score": 2,
      "displayValue": "3.6 s",
      "numericValue": 3551.7799999999997
    },
    {
      "id": "largest-contentful-paint",
      "title": "Largest Contentful Paint",
      "score": 0,
      "displayValue": "97.7 s",
      "numericValue": 97694.44790000009
    },
    {
      "id": "speed-index",
      "title": "Speed Index",
      "score": 0,
      "displayValue": "52.6 s",
      "numericValue": 52624.078734517505
    },
    {
      "id": "total-blocking-time",
      "title": "Total Blocking Time",
      "score": 0,
      "displayValue": "53,470 ms",
      "numericValue": 53465.00000000001
    },
    {
      "id": "max-potential-fid",
      "title": "Max Potential First Input Delay",
      "score": 0,
      "displayValue": "10,000 ms",
      "numericValue": 9999.999999999985
    },
    {
      "id": "server-response-time",
      "title": "Initial server response time was short",
      "score": 100,
      "displayValue": "Root document took 80 ms",
      "numericValue": 78.62400000000001
    },
    {
      "id": "interactive",
      "title": "Time to Interactive",
      "score": 0,
      "displayValue": "122.4 s",
      "numericValue": 122434.39578000006
    },
    {
      "id": "uses-rel-preconnect",
      "title": "Preconnect to required origins",
      "score": 100,
      "displayValue": "",
      "numericValue": 0
    },
    {
      "id": "network-rtt",
      "title": "Network Round Trip Times",
      "score": 100,
      "displayValue": "210 ms",
      "numericValue": 213.69899999999998
    },
    {
      "id": "third-party-summary",
      "title": "Reduce the impact of third-party code",
      "score": 0,
      "displayValue": "Third-party code blocked the main thread for 26,820 ms"
    },
    {
      "id": "largest-contentful-paint-element",
      "title": "Largest Contentful Paint element",
      "score": 0,
      "displayValue": "97,690 ms"
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Image optimization

10 Fail

Check name

Image optimization

Score

50/100

Status

fail

Device

desktop

Category

Performance

Fix guidance

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

References

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

Evidence

{
  "checks": [
    {
      "id": "image-aspect-ratio",
      "title": "Displays images with correct aspect ratio",
      "score": 100
    },
    {
      "id": "uses-responsive-images",
      "title": "Properly size images",
      "score": 0,
      "displayValue": "Est savings of 716 KiB",
      "numericValue": 1530
    }
  ]
}

Performance and AccessibilityPerformanceBrowser audit

Ensure text remains visible during webfont load

10 Warning

Check name

Ensure text remains visible during webfont load

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Leverage the `font-display` CSS feature to ensure text is user-visible while webfonts are loading. [Learn more about `font-display`](https://developer.chrome.com/docs/lighthouse/performance/font-display/).

References

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

Evidence

{
  "description": "Leverage the `font-display` CSS feature to ensure text is user-visible while webfonts are loading. [Learn more about `font-display`](https://developer.chrome.com/docs/lighthouse/performance/font-display/)."
}

Performance and AccessibilityPerformanceBrowser audit

Image elements do not have explicit `width` and `height`

10 Warning

Check name

Image elements do not have explicit `width` and `height`

Score

50/100

Status

warning

Device

desktop

Category

Performance

Fix guidance

Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)

References

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

Evidence

{
  "description": "Set an explicit width and height on image elements to reduce layout shifts and improve CLS. [Learn how to set image dimensions](https://web.dev/articles/optimize-cls#images_without_dimensions)"
}

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

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1 reports

Public score history report links
Scan date	Score	Readiness	Report
Jun 5, 2026	37/100	Level 2, Agent-Limited	Current report