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Jun 11, 2026, 1:00 PM
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Jun 11, 2026, 1:00:49 PMJun 11, 2026, 1:00 PM
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60/100
OVERALL SCORE
Level 3, Bot-Aware
Moderate readiness for AI agents
- AI Discoverability 33 out of 100
- Agent Ease of Use 43 out of 100
- Security & Trust 60 out of 100
- GEO, AIO and AEO 76 out of 100
- SEO 92 out of 100
- Performance and Accessibility 81 out of 100
What AI sees of your website
AI to Understand, Search, and Generate Content | Hive
Hive's APIs enable developers to integrate pre-trained AI models that address technically challenging content understanding needs into their applications.
Next step
Turn this report into a fix workflow
28 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.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 33 | Priority fix | 7 | 17 | 1 | View details |
| Discoverability | 43 | Priority fix | 3 | 6 | 0 | View details |
| Content Readiness | 35 | Priority fix | 3 | 7 | 1 | View details |
| Bot Access Control | 17 | Priority fix | 1 | 4 | 0 | View details |
| Agent Ease of Use | 43 | Priority fix | 18 | 33 | 2 | View details |
| API | 28 | Priority fix | 2 | 7 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 3 | 8 | 0 | View details |
| MCP | 60 | Needs work | 5 | 7 | 1 | View details |
| Skill Discovery | 42 | Priority fix | 4 | 11 | 1 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 76 | Mostly ready | 5 | 2 | 12 | View details |
| GEO Readiness | 86 | Mostly ready | 1 | 0 | 4 | |
| AIO Readiness | 80 | Mostly ready | 3 | 1 | 3 | View details |
| AEO Readiness | 63 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 56 | Needs work | 6 | 4 | 0 | View details |
| Security & Trust | 60 | Needs work | 3 | 2 | 0 | View details |
| AI Training Exposure | 50 | Needs work | 3 | 2 | 0 | View details |
| Performance and Accessibility | 81 | Mostly ready | 18 | 7 | 4 | View details |
| Performance | 84 | Mostly ready | 11 | 5 | 4 | View details |
| Accessibility | 74 | Needs work | 7 | 2 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
54 items need attention
Security & TrustAI Training ExposureEmerging recommendation
TDMRep declaration
TDMRep declaration is missing or incomplete.
100 Fail
Security & TrustAI Training ExposureEmerging recommendation
TDMRep declaration
TDMRep declaration is missing or incomplete.
100 Fail
Needs attention
TDMRep declaration
01
Issue
Response is not valid JSON.
02
Why it matters
TDMRep is a W3C Community Group protocol and IANA-registered well-known URI for declaring text and data mining reservation policy on applicable content.
Check name
TDMRep declaration
Score
0/100
Status
fail
Category
AI Training Exposure
Maturity
Emerging recommendation
Goal
Publish a machine-readable text and data mining reservation declaration when the site needs one.
Result
TDMRep declaration is missing or incomplete.
Validation steps
Validate TDMRep rules
Response is not valid JSON.
Evidence
{
"statusCode": 200,
"contentType": "text/html; charset=UTF-8",
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by",
"steps": [
{
"id": "fetch",
"title": "Fetch /.well-known/tdmrep.json",
"status": "pass",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8",
"length": 7991
}
},
{
"id": "validate",
"title": "Validate TDMRep rules",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish /.well-known/tdmrep.json as an array of TDMRep rule objects with location and tdm-reservation values of 0 or 1."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
50 Fail
Needs attention
Content-Security-Policy
01
Issue
Content-Security-Policy is missing or incomplete.
02
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": "frame-ancestors 'self' https://automl.thehive.ai https://hivemoderation.com"
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
50 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
50 Fail
Needs attention
Referrer-Policy
01
Issue
Referrer-Policy is missing or incomplete.
02
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
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
01
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
02
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
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
Needs attention
Content Signal
01
Issue
No Content Signal found in robots.txt
02
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
33 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
33 Fail
Needs attention
OpenAPI discovery
01
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.
02
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": 200,
"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\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
{
"path": "/openapi.yaml",
"statusCode": 200,
"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\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
{
"path": "/swagger.json",
"statusCode": 200,
"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\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
{
"path": "/swagger.yaml",
"statusCode": 200,
"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\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
{
"path": "/api/openapi.json",
"statusCode": 200,
"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\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
{
"path": "/api/swagger.json",
"statusCode": 200,
"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\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
{
"path": "/docs/openapi.json",
"statusCode": 200,
"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\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
}
]
},
"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 DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
FAQPage schema
FAQPage schema is missing or incomplete.
25 Fail
Needs attention
FAQPage schema
01
Issue
FAQ content was detected but no FAQPage schema was found.
02
Why it matters
FAQPage schema lets agents extract visible question-and-answer content cleanly and avoid guessing which text is an answer.
Check name
FAQPage schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose question-and-answer content in FAQPage structured data when FAQs are present.
Result
FAQPage schema is missing or incomplete.
Evidence
{
"found": false,
"visibleFaq": true,
"allTypes": [
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 Fail
Needs attention
High-value schema types
01
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
02
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": [
"WebSite"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 Fail
Needs attention
Link headers
01
Issue
No useful agent discovery Link headers were found.
02
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
Needs attention
Markdown negotiation
01
Issue
Content-Type "text/html; charset=UTF-8" does not indicate Markdown when requested with Accept: text/markdown.
02
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": 16552,
"excerpt": "<!DOCTYPE html><html lang=\"en-US\"><head><meta charSet=\"utf-8\" data-next-head=\"\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\" data-next-head=\"\"/><meta http-equiv=\"Content-Type\" content=\"text/html; charset=utf-8\" data-",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
robots.txt
robots.txt is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
robots.txt
robots.txt is missing or incomplete.
25 Fail
Needs attention
robots.txt
01
Issue
robots.txt was found but could not be parsed as valid.
02
Why it matters
robots.txt gives crawlers and agents a standard place to read crawl permissions, disallowed paths, and sitemap locations before requesting site content.
Check name
robots.txt
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Publish /robots.txt with clear crawl rules.
Result
robots.txt is missing or incomplete.
Evidence
{
"statusCode": 200,
"contentType": "text/plain; charset=utf-8",
"parsedUserAgents": [],
"sitemapDirectives": [],
"rawExcerpt": ""
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: missing <nav> landmark; invalid h1 (found 3); skipped heading levels; 5 links missing accessible names; missing alt text on >10% of images.
Details
02
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": false,
"footer": true,
"meaningfulH1": false,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": true,
"imageAltCoverage": false,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a target=\"_self\" href=\"/\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"98\" height=\"28\" fill=\"none\"><g fill-rule=\"evenodd\"><path fill=\"url(#id-gf1w4fq6q)\" d=\"M14.219 1.313c.754 0 1.478.311 2.011.864s.833 1.303.833 2.085v19.915c0 .782-.3 1.532-.833 2.085s-1.257.864-2.011.864-1.478-.311-2.011-.864-.833-1.303-.833-2.085V4.261c0-.782.3-1.532.833-2.085s1.257-.864 2.011-.864z\"/><path fill=\"url(#id-7bfuq0vm3)\" d=\"M5.906 6.125c.754 0 1.478.317 2.011.881s.833 1.329.833 2.126v10.174c0 .798-.3 1.562-.833",
"<a target=\"_self\" class=\"ptl-cursor-pointer hover:ptl-brightness-90\" href=\"/\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"42\" height=\"42\" fill=\"none\"><rect width=\"41\" height=\"41\" x=\"0.5\" y=\"0.5\" fill=\"#fff\" rx=\"4.5\"/><path stroke=\"#206cfd\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\" d=\"m10.167 15.584 8.845 6.192c.716.501 1.074.752 1.464.849a2.16 2.16 0 0 0 1.048 0c.389-.097.748-.348 1.464-.849l8.845-6.192M15.367 29.667h11.267c1.82 0 2.73 0 3.425-.354a3.25 3.25 0 0 0 1.42",
"<a target=\"_self\" class=\"ptl-cursor-pointer hover:ptl-brightness-90\" href=\"/\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"42\" height=\"42\" fill=\"none\"><rect width=\"41\" height=\"41\" x=\"0.5\" y=\"0.5\" fill=\"#fff\" rx=\"3.5\"/><g stroke=\"#206cfd\" stroke-width=\"1.5\"><circle cx=\"21\" cy=\"16\" r=\"4.25\"/><path d=\"M29.216 31.25H12.784a8.25 8.25 0 0 1 16.432 0z\"/></g><rect width=\"41\" height=\"41\" x=\"0.5\" y=\"0.5\" stroke=\"#dfdfdf\" rx=\"3.5\"/></svg></a>",
"<a target=\"_self\" class=\"ptl-cursor-pointer hover:ptl-brightness-90\" href=\"/\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"42\" height=\"42\" fill=\"none\"><rect width=\"41\" height=\"41\" x=\"0.5\" y=\"0.5\" fill=\"#206cfd\" rx=\"4.5\"/><rect width=\"41\" height=\"41\" x=\"0.5\" y=\"0.5\" stroke=\"#206cfd\" rx=\"4.5\"/><path fill=\"#fff\" fill-rule=\"evenodd\" d=\"m15.329 11.335-1-2 1.342-.671 1 2zm-.665 2.335-2-1 .671-1.342 2 1zm4.586 5.897a1.5 1.5 0 0 1-.751-1.299V13a.5.5 0 1 0-1 0v12.392a1.5 1.5 0 0 1-2.799.75l-1.536-2.66a",
"<a href=\"/\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"98\" height=\"28\" fill=\"none\"><g fill-rule=\"evenodd\"><path fill=\"url(#id-clmrspmgo)\" d=\"M14.219 1.313c.754 0 1.478.311 2.011.864s.833 1.303.833 2.085v19.915c0 .782-.3 1.532-.833 2.085s-1.257.864-2.011.864-1.478-.311-2.011-.864-.833-1.303-.833-2.085V4.261c0-.782.3-1.532.833-2.085s1.257-.864 2.011-.864z\"/><path fill=\"url(#id-ltz7iirw5)\" d=\"M5.906 6.125c.754 0 1.478.317 2.011.881s.833 1.329.833 2.126v10.174c0 .798-.3 1.562-.833 2.126s-1.257.8"
],
"inaccessibleButtons": [],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">",
"<img crossorigin=\"anonymous\" draggable=\"false\" width=\"200\" height=\"80\" class=\"shadow-1\">"
],
"skippedHeadingLevels": [
"h1: Hive",
"h3: AI to understand content",
"h4: Content Moderation — Video & Image",
"h6: Identify and remove harmful visual content",
"h1: AI to understand content",
"h3: Content Moderation — Video & Image",
"h5: Identify and remove harmful visual content",
"h6: Experience our models in action with a live demo →",
"h1: AI to understand, search, and generate content",
"h6: Human level accuracy, machine level efficiency",
"h2: Access Hive's industry-leading AI modelsSeamlessly integrate with our APIs with a few lines of code",
"h3: Access Hive's industry-leading AI modelsSeamlessly integrate with our APIs with a few lines of code",
"h6: Hive’s industry-leading models empower businesses to understand, search, and generate content at scale.",
"h6: Understand your content",
"h6: Search and identify content",
"h6: Generate content",
"h2: AI solutions built for your needs",
"h3: AI solutions built for your needs",
"h6: Hive’s AI models are designed for a wide range of challenging content use cases, ranging from moderation and brand protection to contextual ad targeting.Below are a few of the many ways customers are using Hive models today. To see our full list of models, visit our Explore page.",
"h2: Content moderation",
"h6: Protect your platform and community with industry-leading content moderation models. Our advanced solutions detect harmful content with precision, including NSFW, hate speech, violence, CSAM, and much more.",
"h6: Visual Moderation",
"h6: Text Moderation",
"h6: Audio Moderation",
"h6: CSAM Detection",
"h6: Hive Vision Language Model",
"h2: Brand protection",
"h6: Monitor your intellectual property with AI-powered detection. Track logo placements and celebrity appearances, detect IP misuse, and scan media for unauthorized copies and variations.",
"h6: Logo & Logo Location",
"h6: Celebrity Recognition",
"h6: Media Search",
"h6: Likeness Detection",
"h2: Fraud detection",
"h6: Detect and prevent fraud with AI-powered verification. Identify AI-generated content and identities, detect phishing attempts, and uncover counterfeits and other deceptive media at scale.",
"h6: AI-Generated Content Classification",
"h6: Reverse Image Search",
"h6: OCR",
"h6: Audio Moderation",
"h2: Generative AI",
"h6: Create, enhance, and transform content with cutting-edge generative AI. Generate high-quality images, videos, and text, or leverage multimodal LLMs to understand image inputs and build dynamic experiences for your users.",
"h6: Image Generation",
"h6: Multimodal Language Models",
"h6: Video Generation",
"h2: Compliance",
"h6: Maintain compliance with robust content oversight and custom rule-based enforcement. Detect policy violations, implement age verification, and meet evolving safety standards.",
"h6: Custom Search",
"h6: Demographic Attributes",
"h6: CSAM Detection",
"h6: Custom Training - AutoML",
"h6: Moderation Review Tool",
"h5: Content moderation",
"h6: Protect your platform and community with industry-leading content moderation models. Our advanced solutions detect harmful content with precision, including NSFW, hate speech, violence, CSAM, and much more.",
"h6: Visual Moderation",
"h6: Text Moderation",
"h6: Audio Moderation",
"h6: CSAM Detection",
"h6: Hive Vision Language Model",
"h5: Brand protection",
"h6: Monitor your intellectual property with AI-powered detection. Track logo placements and celebrity appearances, detect IP misuse, and scan media for unauthorized copies and variations.",
"h6: Logo & Logo Location",
"h6: Celebrity Recognition",
"h6: Media Search",
"h6: Likeness Detection",
"h5: Fraud detection",
"h6: Detect and prevent fraud with AI-powered verification. Identify AI-generated content and identities, detect phishing attempts, and uncover counterfeits and other deceptive media at scale.",
"h6: AI-Generated Content Classification",
"h6: Reverse Image Search",
"h6: OCR",
"h6: Audio Moderation",
"h5: Generative AI",
"h6: Create, enhance, and transform content with cutting-edge generative AI. Generate high-quality images, videos, and text, or leverage multimodal LLMs to understand image inputs and build dynamic experiences for your users.",
"h6: Image Generation",
"h6: Multimodal Language Models",
"h6: Video Generation",
"h5: Compliance",
"h6: Maintain compliance with robust content oversight and custom rule-based enforcement. Detect policy violations, implement age verification, and meet evolving safety standards.",
"h6: Custom Search",
"h6: Demographic Attributes",
"h6: CSAM Detection",
"h6: Custom Training - AutoML",
"h6: Moderation Review Tool",
"h2: For technology & digital platforms",
"h6: For Online Communites",
"h6: For Streaming Platforms",
"h6: For Marketplaces",
"h6: For Generative AI Apps",
"h6: For Gaming Companies",
"h6: For Dating Apps",
"h2: For advertising & media",
"h6: For Sponsorship-driven Brands",
"h6: For Digital Publishers",
"h6: For Advertising Agencies",
"h6: For Sports Teams and Leagues",
"h2: For risk & identity management",
"h6: For Insurance Companies",
"h6: For Financial Services",
"h2: Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies",
"h3: Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies",
"h2: Integrate AI models into your workflow now with Hive's lightning-fast APIs",
"h3: Integrate AI models into your workflow now with Hive's lightning-fast APIs",
"h6: Test and run both Hive's proprietary models and leading open-source models. Deploy them with just a few lines of code.",
"h2: Blog and Press",
"h3: Blog and Press",
"h4: More Blogs",
"h6: View All Blogs",
"h6: As Seen On",
"h3: Ready to build something?",
"h3: Ready to jump in?",
"h6: Ready to jump in?",
"h6: AI Models",
"h3: AI Models",
"h6: Solutions",
"h3: Solutions",
"h6: Resources",
"h3: Resources",
"h6: Platform",
"h3: Platform",
"h6: Company",
"h3: Company",
"h6: Contact Us",
"h3: Contact Us"
]
},
"counts": {
"h1": 3,
"headings": 121,
"links": 82,
"inaccessibleLinks": 5,
"buttons": 19,
"inaccessibleButtons": 0,
"images": 172,
"imagesWithAlt": 82,
"autocompleteInputs": 0,
"inputsWithAutocomplete": 0,
"missingAutocompleteInputs": 0
}
}Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Validate RFC 9727 linkset".
22 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Validate RFC 9727 linkset".
22 Fail
Needs attention
API Catalog
01
Issue
Response is not valid JSON.
02
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
33/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Validate RFC 9727 linkset".
Validation steps
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": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "pass",
"evidence": {
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"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\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"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 UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Validate resource body".
21 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Validate resource body".
21 Fail
Needs attention
MCP Server Card
01
Issue
Response is not valid JSON.
02
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
38/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Verify advertised MCP transport endpoints
At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.
Verify advertised MCP tool execution
MCP discovery passed, but no advertised tool could be safely executed by this scanner.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/mcp/server-card.json",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
},
{
"id": "endpoint-verification",
"title": "Verify advertised MCP transport endpoints",
"status": "fail",
"evidence": {
"probes": []
},
"issue": "At least one same-origin transport failed MCP initialize or advertised capability list probes. See probes[].capabilityProbes for the exact method, status, JSON-RPC error, and response excerpt.",
"howToFix": "Expose a real MCP endpoint for advertised transports, or remove transports that point to ordinary HTTP APIs."
},
{
"id": "tool-execution",
"title": "Verify advertised MCP tool execution",
"status": "warning",
"evidence": {
"probes": []
},
"issue": "MCP discovery passed, but no advertised tool could be safely executed by this scanner.",
"howToFix": "Implement tools/call for advertised tools, or report the MCP card as discovery-only until tools are executable."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
19 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
19 Warning
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
02
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
25/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Tue, 09 Jun 2026 09:28:44 GMT",
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
17 Fail
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint failed at "Validate resource body".
17 Fail
Needs attention
AI context endpoint
01
Issue
Content-Type "text/html; charset=UTF-8" is not JSON, Markdown, or text/plain.
02
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
50/100
Status
fail
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint failed at "Validate resource body".
Validation steps
Validate resource body
Content-Type "text/html; charset=UTF-8" is not JSON, Markdown, or text/plain.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/api/ai/context",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Content-Type \"text/html; charset=UTF-8\" is not JSON, Markdown, or text/plain.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Content-Type \"text/html; charset=UTF-8\" is not JSON, Markdown, or text/plain.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
17 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Validate resource body".
17 Fail
Needs attention
mcp.json
01
Issue
Response is not valid JSON.
02
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
50/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/mcp.json",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Validate resource body".
17 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Validate resource body".
17 Fail
Needs attention
Web Bot Auth request signing
01
Issue
Response is not valid JSON.
02
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
17 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Validate resource body".
17 Fail
Needs attention
WebMCP manifest
01
Issue
Response is not valid JSON.
02
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/webmcp.json",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
DNS-AID Agent Discovery
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
15 Fail
Needs attention
DNS-AID Agent Discovery
01
Issue
No DNS-AID entrypoint records were found under _agents.
02
Why it matters
DNS-AID lets agents discover index, A2A, and other agent entrypoints before fetching HTTP metadata, while DNSSEC can authenticate the discovery zone.
Check name
DNS-AID Agent Discovery
Score
25/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish DNS for AI Discovery records under _agents for DNS-based agent entrypoint discovery.
Result
DNS-AID Agent Discovery failed at "Resolve DNS-AID SVCB/HTTPS records".
Validation steps
Resolve DNS-AID SVCB/HTTPS records
No DNS-AID entrypoint records were found under _agents.
Validate alpn and endpoint parameters
Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint.
Check DNSSEC material
DNSSEC material was not visible for the hostname or parent zone from this resolver.
Evidence
{
"failedStep": "svcb-https-records",
"steps": [
{
"id": "svcb-https-records",
"title": "Resolve DNS-AID SVCB/HTTPS records",
"status": "fail",
"evidence": {
"hostname": "thehive.ai",
"probes": [
{
"name": "_index._agents.thehive.ai",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
},
{
"name": "_a2a._agents.thehive.ai",
"found": false,
"recordCount": 1,
"records": [],
"hasAlpn": false,
"hasEndpoint": false
}
]
},
"issue": "No DNS-AID entrypoint records were found under _agents.",
"howToFix": "Publish ServiceMode SVCB/HTTPS records such as _index._agents.example.com or _a2a._agents.example.com."
},
{
"id": "service-params",
"title": "Validate alpn and endpoint parameters",
"status": "informational",
"evidence": {
"discovered": []
},
"howToFix": "Include alpn and endpoint service parameters in each DNS-AID record so agents know the protocol and target entrypoint."
},
{
"id": "dnssec",
"title": "Check DNSSEC material",
"status": "warning",
"evidence": {
"hasDnssecMaterial": false,
"checked": [
{
"name": "thehive.ai",
"dnssecTypes": [],
"dnssecRecordCount": 0
}
]
},
"issue": "DNSSEC material was not visible for the hostname or parent zone from this resolver.",
"howToFix": "Sign the public discovery zone with DNSSEC so validating resolvers can return authenticated data."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate resource body".
13 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Validate resource body".
13 Fail
Needs attention
Agent Skills index
01
Issue
Response is not valid JSON.
02
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
33/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Fetch advertised SKILL.md files
One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent-skills/index.json",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
},
{
"id": "skill-documents",
"title": "Fetch advertised SKILL.md files",
"status": "fail",
"evidence": {
"checkedCount": 0,
"totalCount": 0,
"checked": []
},
"issue": "One or more advertised skill URLs were missing, did not look like SKILL.md Markdown, or failed digest verification.",
"howToFix": "Make every advertised skill URL return Markdown with a top-level heading and a matching sha256 digest, or remove broken entries from the index."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
13 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Validate resource body".
13 Fail
Needs attention
llms.txt
01
Issue
llms.txt response did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).
02
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
50/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Validate resource body".
Validation steps
Validate resource body
llms.txt response did not match the expected shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/llms.txt",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"issue": "llms.txt response did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).",
"compatibleContentType": false,
"hasTitle": false,
"contentLength": 7905,
"linkCount": 87,
"links": [
"/title",
"/thumbnail.png",
"/thumbnail.png",
"/html;",
"/opensearch.xml",
"/opensearchdescription+xml",
"/ajax-cdn.thehive.ai",
"/www.googleadservices.com",
"/google-analytics.com",
"/googletagmanager.com"
],
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "llms.txt response did not match the expected shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing h1 title (e.g. # Site Name).",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Validate resource body".
10 Fail
Needs attention
A2A Agent Card
01
Issue
Response is not valid JSON.
02
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent-card.json",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Validate resource body".
10 Fail
Needs attention
agent.json
01
Issue
Response is not valid JSON.
02
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
50/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agent.json",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
10 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Validate resource body".
10 Fail
Needs attention
agents.json
01
Issue
Response is not valid JSON.
02
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
50/100
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 "Validate resource body".
Validation steps
Validate resource body
Response is not valid JSON.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/agents.json",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
9 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
9 Fail
Needs attention
AIO: Source and trust signals
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
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": [],
"contactLinks": [
{
"href": "/",
"text": "Contact Us",
"html": "<a target=\"_self\" href=\"/\"><button type=\"submit\" class=\"ptl-cursor-pointer ptl-flex ptl-justify-center ptl-bg-white hover:ptl-bg-grey-100 ptl-text-blue-500 ptl-p-3 ptl-rounded ptl-border-none\"><span class=\"ptl-body2 ptl-font-roboto-medium ptl-leading-4\">Contact Us</span></button></a>"
},
{
"href": "/",
"text": "Contact Us",
"html": "<a target=\"_self\" href=\"/\"><button type=\"submit\" class=\"ptl-w-full ptl-bg-transparent ptl-cursor-pointer ptl-font-roboto-regular ptl-body2 ptl-border-white ptl-border-2 ptl-text-white ptl-px-6 ptl-py-3 ptl-rounded-[4px]\">Contact Us</button></a>"
}
],
"privacyLinks": [
{
"href": "/",
"text": "Terms of ServiceTerms of Service",
"html": "<a href=\"/\"><p class=\"hidden sm:block antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-left\">Terms of Service</p><span class=\"block block sm:hidden antialiased font-roboto-regular text-[0.75rem] leading-[1rem] text-left\">Terms of Service</span></a>"
},
{
"href": "/privacy",
"text": "Privacy PolicyPrivacy Policy",
"html": "<a href=\"/privacy\"><p class=\"hidden sm:block antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-left\">Privacy Policy</p><span class=\"block block sm:hidden antialiased font-roboto-regular text-[0.75rem] leading-[1rem] text-left\">Privacy Policy</span></a>"
}
],
"score": 40,
"weight": 20
}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
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
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
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": [],
"contactLinks": [
{
"href": "/",
"text": "Contact Us",
"html": "<a target=\"_self\" href=\"/\"><button type=\"submit\" class=\"ptl-cursor-pointer ptl-flex ptl-justify-center ptl-bg-white hover:ptl-bg-grey-100 ptl-text-blue-500 ptl-p-3 ptl-rounded ptl-border-none\"><span class=\"ptl-body2 ptl-font-roboto-medium ptl-leading-4\">Contact Us</span></button></a>"
},
{
"href": "/",
"text": "Contact Us",
"html": "<a target=\"_self\" href=\"/\"><button type=\"submit\" class=\"ptl-w-full ptl-bg-transparent ptl-cursor-pointer ptl-font-roboto-regular ptl-body2 ptl-border-white ptl-border-2 ptl-text-white ptl-px-6 ptl-py-3 ptl-rounded-[4px]\">Contact Us</button></a>"
}
],
"privacyLinks": [
{
"href": "/",
"text": "Terms of ServiceTerms of Service",
"html": "<a href=\"/\"><p class=\"hidden sm:block antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-left\">Terms of Service</p><span class=\"block block sm:hidden antialiased font-roboto-regular text-[0.75rem] leading-[1rem] text-left\">Terms of Service</span></a>"
},
{
"href": "/privacy",
"text": "Privacy PolicyPrivacy Policy",
"html": "<a href=\"/privacy\"><p class=\"hidden sm:block antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-left\">Privacy Policy</p><span class=\"block block sm:hidden antialiased font-roboto-regular text-[0.75rem] leading-[1rem] text-left\">Privacy Policy</span></a>"
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
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
01
Issue
26 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
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": 28,
"passing": 2,
"failing": [
{
"heading": "AI to understand content",
"headingHtml": "<h3 class=\"uppercase antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">AI to understand content</h3>",
"firstParagraph": "Experience our models in action with a live demo →",
"paragraphHtml": "<p class=\"border-b-white w-fit border-b-2 antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-white text-left\">Experience our models in action with a live demo<!-- --> →</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Content Moderation — Video & Image",
"headingHtml": "<h3 class=\"typewriter type mt-3 antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-left\">Content Moderation — Video & Image</h3>",
"firstParagraph": "Experience our models in action with a live demo →",
"paragraphHtml": "<p class=\"border-b-white w-fit border-b-2 antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-white text-left\">Experience our models in action with a live demo<!-- --> →</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Access Hive's industry-leading AI modelsSeamlessly integrate with our APIs with a few lines of code",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\"><span class=\"antialiased text-left\">Access Hive's industry-leading AI models</span><br><span class=\"antialiased font-roboto-medium text-[0.875rem] leading-[1.25rem] md:text-[1.5rem] md:leading-[2rem] md:font-roboto-medium text-left\">Seamlessly integrate with our API...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Access Hive's industry-leading AI modelsSeamlessly integrate with our APIs with a few lines of code",
"headingHtml": "<h3 class=\"hidden md:block text-center antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-grey-500 text-left\"><span class=\"antialiased text-left\">Access Hive's industry-leading AI models</span><br><span class=\"antialiased font-roboto-medium text-[0.875rem] leading-[1.25rem] md:text-[1.5rem] md:leading-[2rem] md:font-roboto-medium text-left\">Seamlessly integrate with our APIs with a few lines of code</span></h3>",
"firstParagraph": "Hive’s industry-leading models empower businesses to understand, search, and generate content at scale.",
"paragraphHtml": "<p class=\"block text-center md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-grey-450 text-center\">Hive’s industry-leading models empower businesses to understand, search, and generate content at scale.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "AI solutions built for your needs",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">AI solutions built for your needs</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Content moderation",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Content moderation</h2>",
"firstParagraph": "Visual Moderation",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">Visual Moderation</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Brand protection",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Brand protection</h2>",
"firstParagraph": "Logo & Logo Location",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">Logo & Logo Location</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Fraud detection",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Fraud detection</h2>",
"firstParagraph": "AI-Generated Content Classification",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">AI-Generated Content Classification</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Generative AI",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Generative AI</h2>",
"firstParagraph": "Image Generation",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">Image Generation</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Compliance",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Compliance</h2>",
"firstParagraph": "Custom Search",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">Custom Search</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "For advertising & media",
"headingHtml": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For advertising & media</h2>",
"firstParagraph": "Leverage AI to measure sponsorships, optimize cross-platform advertising, and maximize the value of your content and ad inventory.",
"paragraphHtml": "<p class=\"mt-6 text-center md:text-left antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-grey-500 text-left\">Leverage AI to measure sponsorships, optimize cross-platform advertising, and maximize the value of your content and ad inventory.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "For risk & identity management",
"headingHtml": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For risk & identity management</h2>",
"firstParagraph": "Streamline content moderation and labeling, automate image search and authentication, and protect digital ownership.",
"paragraphHtml": "<p class=\"mt-6 text-center md:text-left antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-grey-500 text-left\">Streamline content moderation and labeling, automate image search and authentication, and protect digital ownership.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies",
"headingHtml": "<h3 class=\"hidden md:block text-center antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-grey-500 text-left\">Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Integrate AI models into your workflow now with Hive's lightning-fast APIs",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Integrate AI models into your workflow now with Hive's lightning-fast APIs</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Integrate AI models into your workflow now with Hive's lightning-fast APIs",
"headingHtml": "<h3 class=\"hidden md:block text-center antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-grey-500 text-left\">Integrate AI models into your workflow now with Hive's lightning-fast APIs</h3>",
"firstParagraph": "Test and run both Hive's proprietary models and leading open-source models. Deploy them with just a few lines of code.",
"paragraphHtml": "<p class=\"block text-center md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-grey-450 text-center\">Test and run both Hive's proprietary models and leading open-source models. Deploy them with just a few lines of code.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Blog and Press",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Blog and Press</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Blog and Press",
"headingHtml": "<h3 class=\"hidden md:block text-center antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-grey-500 text-left\">Blog and Press</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ready to build something?",
"headingHtml": "<h3 class=\"text-center md:text-left antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Ready to build something?</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ready to jump in?",
"headingHtml": "<h3 class=\"block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Ready to jump in?</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Models",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">AI Models</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Solutions</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Platform",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Platform</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Contact Us",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Contact Us</h3>",
"firstParagraph": "© Copyright 2026",
"paragraphHtml": "<p class=\"hidden sm:block antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-left\">© Copyright <!-- -->2026</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: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 50/100 and needs improvement.
3 Warning
Needs attention
AEO: Question-led structure
01
Issue
No question-led h2 sections or FAQ pattern was detected.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
50/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 50/100 and needs improvement.
Evidence
{
"h2Count": 13,
"questionH2s": [],
"hasFaq": false,
"score": 50,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 82/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 82/100 and needs improvement.
3 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: understand, search, generate.
Details
02
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
82/100
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 82/100 and needs improvement.
Evidence
{
"title": "AI to Understand, Search, and Generate Content | Hive",
"h1": "Hive",
"description": "Hive's APIs enable developers to integrate pre-trained AI models that address technically challenging content understanding needs into their applications.",
"topicOverlap": 0.4,
"topicTerms": [
"understand",
"search",
"generate",
"content",
"hive"
],
"descriptionTerms": [
"hive",
"apis",
"enable",
"developers",
"integrate",
"pre",
"trained",
"models",
"address",
"technically",
"challenging",
"content",
"understanding",
"needs",
"into",
"their",
"applications"
],
"missingFromDescription": [
"understand",
"search",
"generate"
],
"score": 82,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Explanatory content depth
GEO: Explanatory content depth scored 75/100 and needs improvement.
2 Warning
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
01
Issue
1 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 33,
"heading": "H3: AI solutions built for your needs",
"text": "Hive’s AI models are designed for a wide range of challenging content use cases, ranging from moderation and brand protection to contextual ad targeting.Below are a few of the many ways customers are using Hive models today. To see our full list of models, visit our Explore page.",
"words": 50,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (50 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"block text-center md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-grey-450 text-center\"><span class=\"antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-left\">Hive’s AI models are designed for a wide range of challenging content use cases, ranging from moderation and brand protection to contextual ad targeting.<br><br>Below are a few of the many ways customers are using Hive models today. To see our..."
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
2 Warning
Needs attention
AIO: Answer block readiness
01
Issue
26 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
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": 28,
"passing": 2,
"failing": [
{
"heading": "AI to understand content",
"headingHtml": "<h3 class=\"uppercase antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">AI to understand content</h3>",
"firstParagraph": "Experience our models in action with a live demo →",
"paragraphHtml": "<p class=\"border-b-white w-fit border-b-2 antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-white text-left\">Experience our models in action with a live demo<!-- --> →</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Content Moderation — Video & Image",
"headingHtml": "<h3 class=\"typewriter type mt-3 antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-left\">Content Moderation — Video & Image</h3>",
"firstParagraph": "Experience our models in action with a live demo →",
"paragraphHtml": "<p class=\"border-b-white w-fit border-b-2 antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-white text-left\">Experience our models in action with a live demo<!-- --> →</p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Access Hive's industry-leading AI modelsSeamlessly integrate with our APIs with a few lines of code",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\"><span class=\"antialiased text-left\">Access Hive's industry-leading AI models</span><br><span class=\"antialiased font-roboto-medium text-[0.875rem] leading-[1.25rem] md:text-[1.5rem] md:leading-[2rem] md:font-roboto-medium text-left\">Seamlessly integrate with our API...",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Access Hive's industry-leading AI modelsSeamlessly integrate with our APIs with a few lines of code",
"headingHtml": "<h3 class=\"hidden md:block text-center antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-grey-500 text-left\"><span class=\"antialiased text-left\">Access Hive's industry-leading AI models</span><br><span class=\"antialiased font-roboto-medium text-[0.875rem] leading-[1.25rem] md:text-[1.5rem] md:leading-[2rem] md:font-roboto-medium text-left\">Seamlessly integrate with our APIs with a few lines of code</span></h3>",
"firstParagraph": "Hive’s industry-leading models empower businesses to understand, search, and generate content at scale.",
"paragraphHtml": "<p class=\"block text-center md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-grey-450 text-center\">Hive’s industry-leading models empower businesses to understand, search, and generate content at scale.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "AI solutions built for your needs",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">AI solutions built for your needs</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Content moderation",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Content moderation</h2>",
"firstParagraph": "Visual Moderation",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">Visual Moderation</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Brand protection",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Brand protection</h2>",
"firstParagraph": "Logo & Logo Location",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">Logo & Logo Location</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Fraud detection",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Fraud detection</h2>",
"firstParagraph": "AI-Generated Content Classification",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">AI-Generated Content Classification</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Generative AI",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Generative AI</h2>",
"firstParagraph": "Image Generation",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">Image Generation</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Compliance",
"headingHtml": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Compliance</h2>",
"firstParagraph": "Custom Search",
"paragraphHtml": "<p class=\"md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-blue-500 text-left\">Custom Search</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "For advertising & media",
"headingHtml": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For advertising & media</h2>",
"firstParagraph": "Leverage AI to measure sponsorships, optimize cross-platform advertising, and maximize the value of your content and ad inventory.",
"paragraphHtml": "<p class=\"mt-6 text-center md:text-left antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-grey-500 text-left\">Leverage AI to measure sponsorships, optimize cross-platform advertising, and maximize the value of your content and ad inventory.</p>",
"words": 18,
"direct": false,
"issue": "First paragraph is 18 words and does not look like a concise direct answer."
},
{
"heading": "For risk & identity management",
"headingHtml": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For risk & identity management</h2>",
"firstParagraph": "Streamline content moderation and labeling, automate image search and authentication, and protect digital ownership.",
"paragraphHtml": "<p class=\"mt-6 text-center md:text-left antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-grey-500 text-left\">Streamline content moderation and labeling, automate image search and authentication, and protect digital ownership.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies",
"headingHtml": "<h3 class=\"hidden md:block text-center antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-grey-500 text-left\">Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Integrate AI models into your workflow now with Hive's lightning-fast APIs",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Integrate AI models into your workflow now with Hive's lightning-fast APIs</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Integrate AI models into your workflow now with Hive's lightning-fast APIs",
"headingHtml": "<h3 class=\"hidden md:block text-center antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-grey-500 text-left\">Integrate AI models into your workflow now with Hive's lightning-fast APIs</h3>",
"firstParagraph": "Test and run both Hive's proprietary models and leading open-source models. Deploy them with just a few lines of code.",
"paragraphHtml": "<p class=\"block text-center md:hidden antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-grey-450 text-center\">Test and run both Hive's proprietary models and leading open-source models. Deploy them with just a few lines of code.</p>",
"words": 20,
"direct": false,
"issue": "First paragraph is 20 words and does not look like a concise direct answer."
},
{
"heading": "Blog and Press",
"headingHtml": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Blog and Press</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Blog and Press",
"headingHtml": "<h3 class=\"hidden md:block text-center antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-grey-500 text-left\">Blog and Press</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ready to build something?",
"headingHtml": "<h3 class=\"text-center md:text-left antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Ready to build something?</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ready to jump in?",
"headingHtml": "<h3 class=\"block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Ready to jump in?</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "AI Models",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">AI Models</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Solutions",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Solutions</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Resources",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Resources</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Platform",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Platform</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Company",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Company</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Contact Us",
"headingHtml": "<h3 class=\"mb-3 block font-roboto-medium sm:hidden antialiased font-roboto-medium text-[1rem] leading-[1.375rem] md:text-[2rem] md:leading-[2.625rem] text-white text-left\">Contact Us</h3>",
"firstParagraph": "© Copyright 2026",
"paragraphHtml": "<p class=\"hidden sm:block antialiased font-roboto-regular text-[1rem] leading-[1.5rem] tracking-[0.25px] text-left\">© Copyright <!-- -->2026</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
Needs attention
GEO: Extraction-friendly structure
01
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.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
85/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 0,
"tablesWithHead": 0,
"tablesMissingThead": [],
"orderedLists": 0,
"hasFaq": false,
"definitionPatterns": 7,
"schemaBlocks": 1,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"table with <thead> only if the page already has tabular/comparative data",
"ordered list only if the page explains a workflow/process",
"optional visible FAQ or FAQPage schema"
],
"score": 85,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
2 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
57 image(s) are missing width/height attributes.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
{
"viewportContent": "width=device-width, initial-scale=1",
"visibleWords": 1232,
"htmlBytes": 146813,
"imagesMissingDimensions": [
{
"src": "data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNDQwIiBoZWlnaHQ9IjExMyIgZmlsbD0iI2YzZjlmZiIgZmlsbC1ydWxlPSJldmVub2RkIiB4bWxuczp2PSJodHRwczovL3ZlY3RhLmlvL25hbm8iPjxwYXRoIG9wYWNpdHk9Ii41IiBkPSJNMCAwbDE0NDggMzIuOTIzVjEwN2MwIDMuMzE0LTIuNjkgNi02IDZINmE2IDYgMCAwIDEtNi02VjB6Ii8+PHBhdGggb3BhY2l0eT0iLjUiIGQ9Ik0xNDQ0Ljg4IDBMMCAzMi45MjN2NzMuODI3YTYgNiAwIDAgMCA2IDZoMTQzMi44OGMzLjMxIDAgNi0yLjY4NiA2LTZWMHoiLz48L3N2Zz4=",
"width": "",
"height": "",
"loading": "",
"html": "<img crossorigin=\"anonymous\" src=\"data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNDQwIiBoZWlnaHQ9IjExMyIgZmlsbD0iI2YzZjlmZiIgZmlsbC1ydWxlPSJldmVub2RkIiB4bWxuczp2PSJodHRwczovL3ZlY3RhLmlvL25hbm8iPjxwYXRoIG9wYWNpdHk9Ii41IiBkPSJNMCAwbDE0NDggMzIuOTIzVjEwN2MwIDMuMzE0LTIuNjkgNi02IDZINmE2IDYgMCAwIDEtNi02VjB6Ii8+PHBhdGggb3BhY2l0eT0iLjUiIGQ9Ik0xNDQ0Ljg4IDBMMCAzMi45MjN2NzMuODI3YTYgNiAwIDAgMCA2IDZoMTQzMi44OGMzLjMxIDAgNi0yLjY4NiA2LTZWMHoiLz48L3N2Zz4=\" alt=\"home-b..."
},
{
"src": "/_next/static/videos/homeBanner-f1038cc2dce98437e5fa89fc1d1c703e.mp4",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/_next/static/videos/homeBanner-f1038cc2dce98437e5fa89fc1d1c703e.mp4\" alt=\"home-banner-video\">"
},
{
"src": "/_next/static/images/mobileBanner-2029913cf5d2bc913f5f96ca0e393998.jpg",
"width": "",
"height": "",
"loading": "",
"html": "<img crossorigin=\"anonymous\" src=\"/_next/static/images/mobileBanner-2029913cf5d2bc913f5f96ca0e393998.jpg\" alt=\"mobile-home-banner-poster\" class=\"-z-20 h-[400px] w-full object-cover object-center md:hidden\" fetchpriority=\"high\">"
},
{
"src": "data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjYiIGhlaWdodD0iMjYiIHZpZXdCb3g9IjAgMCAyNiAyNiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPGNpcmNsZSBjeD0iMTMiIGN5PSIxMyIgcj0iMTMiIGZpbGw9IiMyMDZDRkQiLz4KPHBhdGggZD0iTTggMTIuOTcxN0gxNy4wMzExTTE3LjAzMTEgMTIuOTcxN0wxMS44OTEgNy41OTU3TTE3LjAzMTEgMTIuOTcxN0wxMS44OTEgMTguMzQ3NiIgc3Ryb2tlPSJ3aGl0ZSIgc3Ryb2tlLXdpZHRoPSIxLjg0OTMyIiBzdHJva2UtbGluZWNhcD0icm91bmQiIHN0cm9rZS1saW5lam9pbj0icm91bmQiLz4KPC9zdmc+Cg==",
"width": "",
"height": "",
"loading": "",
"html": "<img crossorigin=\"anonymous\" src=\"data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjYiIGhlaWdodD0iMjYiIHZpZXdCb3g9IjAgMCAyNiAyNiIgZmlsbD0ibm9uZSIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KPGNpcmNsZSBjeD0iMTMiIGN5PSIxMyIgcj0iMTMiIGZpbGw9IiMyMDZDRkQiLz4KPHBhdGggZD0iTTggMTIuOTcxN0gxNy4wMzExTTE3LjAzMTEgMTIuOTcxN0wxMS44OTEgNy41OTU3TTE3LjAzMTEgMTIuOTcxN0wxMS44OTEgMTguMzQ3NiIgc3Ryb2tlPSJ3aGl0ZSIgc3Ryb2tlLXdpZHRoPSIxLjg0OTMyIiBzdHJva2UtbGluZWNhcD0icm91bmQiIHN0cm9rZS1saW5lam9pbj0icm91bmQiLz4KPC9zdmc+C..."
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],
"possibleDialogs": [],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 85/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 85/100 and needs improvement.
1 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: understand, search, generate.
Details
02
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
85/100
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 85/100 and needs improvement.
Evidence
{
"title": "AI to Understand, Search, and Generate Content | Hive",
"h1": "Hive",
"description": "Hive's APIs enable developers to integrate pre-trained AI models that address technically challenging content understanding needs into their applications.",
"topicOverlap": 0.4,
"definitionCount": 7,
"topicTerms": [
"understand",
"search",
"generate",
"content",
"hive"
],
"descriptionTerms": [
"hive",
"apis",
"enable",
"developers",
"integrate",
"pre",
"trained",
"models",
"address",
"technically",
"challenging",
"content",
"understanding",
"needs",
"into",
"their",
"applications"
],
"missingFromDescription": [
"understand",
"search",
"generate"
],
"score": 85,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
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
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
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": "Access Hive's industry-leading AI modelsSeamlessly integrate with our APIs with a few lines of code",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\"><span class=\"antialiased text-left\">Access Hive's industry-leading AI models</span><br><span class=\"antialiased font-roboto-medium text-[0.875rem] leading-[1.25rem] md:text-[1.5rem] md:leading-[2rem] md:font-roboto-medium text-left\">Seamlessly integrate with our API..."
},
{
"text": "AI solutions built for your needs",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">AI solutions built for your needs</h2>"
},
{
"text": "Content moderation",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Content moderation</h2>"
},
{
"text": "Brand protection",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Brand protection</h2>"
},
{
"text": "Fraud detection",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Fraud detection</h2>"
},
{
"text": "Generative AI",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Generative AI</h2>"
},
{
"text": "Compliance",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Compliance</h2>"
},
{
"text": "For technology & digital platforms",
"html": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For technology & digital platforms</h2>"
},
{
"text": "For advertising & media",
"html": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For advertising & media</h2>"
},
{
"text": "For risk & identity management",
"html": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For risk & identity management</h2>"
},
{
"text": "Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies</h2>"
},
{
"text": "Integrate AI models into your workflow now with Hive's lightning-fast APIs",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Integrate AI models into your workflow now with Hive's lightning-fast APIs</h2>"
},
{
"text": "Blog and Press",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Blog and Press</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is AI to Understand, Search, and Generate Content?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI to Understand, Search, and Generate Content work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI to Understand, Search, and Generate Content?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI to Understand, Search, and Generate Content free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI to Understand, Search, and Generate Content compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is AI to Understand, Search, and Generate Content?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI to Understand, Search, and Generate Content work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI to Understand, Search, and Generate Content?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI to Understand, Search, and Generate Content free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI to Understand, Search, and Generate Content compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
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
01
Issue
Missing likely AI Overview intent sections: what, how, benefits, cost, compare.
Details
02
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": "Access Hive's industry-leading AI modelsSeamlessly integrate with our APIs with a few lines of code",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\"><span class=\"antialiased text-left\">Access Hive's industry-leading AI models</span><br><span class=\"antialiased font-roboto-medium text-[0.875rem] leading-[1.25rem] md:text-[1.5rem] md:leading-[2rem] md:font-roboto-medium text-left\">Seamlessly integrate with our API..."
},
{
"text": "AI solutions built for your needs",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">AI solutions built for your needs</h2>"
},
{
"text": "Content moderation",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Content moderation</h2>"
},
{
"text": "Brand protection",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Brand protection</h2>"
},
{
"text": "Fraud detection",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Fraud detection</h2>"
},
{
"text": "Generative AI",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Generative AI</h2>"
},
{
"text": "Compliance",
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Compliance</h2>"
},
{
"text": "For technology & digital platforms",
"html": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For technology & digital platforms</h2>"
},
{
"text": "For advertising & media",
"html": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For advertising & media</h2>"
},
{
"text": "For risk & identity management",
"html": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For risk & identity management</h2>"
},
{
"text": "Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies</h2>"
},
{
"text": "Integrate AI models into your workflow now with Hive's lightning-fast APIs",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Integrate AI models into your workflow now with Hive's lightning-fast APIs</h2>"
},
{
"text": "Blog and Press",
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Blog and Press</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is AI to Understand, Search, and Generate Content?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI to Understand, Search, and Generate Content work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI to Understand, Search, and Generate Content?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI to Understand, Search, and Generate Content free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI to Understand, Search, and Generate Content compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is AI to Understand, Search, and Generate Content?",
"pattern": {}
},
{
"id": "how",
"label": "How does AI to Understand, Search, and Generate Content work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use AI to Understand, Search, and Generate Content?",
"pattern": {}
},
{
"id": "cost",
"label": "Is AI to Understand, Search, and Generate Content free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does AI to Understand, Search, and Generate Content compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 4
}Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Informational
Needs attention
Auth.md Agent Registration
01
Issue
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
02
Why it matters
Agent registration metadata lets automated clients find the registration path, supported identity types, credential types, and related claim or revocation endpoints without scraping human docs.
Check name
Auth.md Agent Registration
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md and agent_auth metadata so agents can discover registration and credential requirements.
Result
Auth.md Agent Registration has an informational finding because the page appears to support authentication.
Validation steps
Fetch and validate /auth.md
auth.md response did not match the expected agent registration shape. Content-Type "text/html; charset=UTF-8" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.
Validate agent_auth authorization metadata
Response is not valid JSON.
Evidence
{
"failedStep": "auth-md",
"steps": [
{
"id": "auth-md",
"title": "Fetch and validate /auth.md",
"status": "fail",
"evidence": {
"path": "/auth.md",
"ok": true,
"statusCode": 200,
"contentType": "text/html; charset=UTF-8",
"length": 7991,
"validation": {
"valid": false,
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"compatibleContentType": false,
"contentLength": 7905,
"hasRegisterInstructions": false,
"hasProtectedResourceLink": false,
"hasAuthorizationServerLink": false,
"mentionsIdentity": false,
"mentionsCredential": false,
"links": [
"/title",
"https://thehive.ai/thumbnail.png\"><meta",
"https://thehive.ai/thumbnail.png\"><meta",
"/html;",
"/opensearch.xml",
"/opensearchdescription+xml",
"https://ajax-cdn.thehive.ai\"><link",
"https://www.googleadservices.com\"",
"https://google-analytics.com\"",
"https://googletagmanager.com\""
],
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
}
},
"issue": "auth.md response did not match the expected agent registration shape. Content-Type \"text/html; charset=UTF-8\" is not Markdown or text/plain; missing registration instructions; missing /.well-known/oauth-protected-resource link; missing /.well-known/oauth-authorization-server link; missing supported identity type language; missing credential type language.",
"howToFix": "Serve /auth.md at the site root as Markdown with agent registration instructions and links to OAuth metadata."
},
{
"id": "oauth-protected-resource",
"title": "Publish protected resource metadata",
"status": "pass",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"ok": true,
"statusCode": 200,
"contentType": "text/html; charset=UTF-8",
"length": 7991,
"text": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"twitter:image\" content=\"https://thehive.ai/thumbnail.png\"><meta property=\"og:type\" content=\"website\"><meta property=\"og:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta property=\"og:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta property=\"og:image\" content=\"https://thehive.ai/thumbnail.png\"><meta httpequiv=\"Content-Type\" content=\"text/html; charset=utf-8\"><meta httpequiv=\"X-UA-Compatible\" content=\"IE=9; IE=8; IE=7; IE=EDGE; chrome=1\"><meta name=\"msapplication-TileColor\" content=\"#1089f5\"><meta name=\"x-dns-prefetch-control\" content=\"on\"><meta name=\"theme-color\" content=\"#1089f5\"><link rel=\"search\" href=\"/opensearch.xml\" type=\"application/opensearchdescription+xml\" title=\"thehive.ai\"><link rel=\"preconnect\" href=\"https://ajax-cdn.thehive.ai\"><link rel=\"preconnect\" href=\"https://www.googleadservices.com\" crossorigin><link rel=\"preconnect\" href=\"https://google-analytics.com\" crossorigin><link rel=\"preconnect\" href=\"https://googletagmanager.com\" crossorigin><link rel=\"preconnect\" href=\"https://fullstory.com\" crossorigin><link rel=\"preconnect\" href=\"https://js.stripe.com\" crossorigin><script>(function (w, d, s, l, i) {\n w[l] = w[l] || [];\n w[l].push({ 'gtm.start': new Date().getTime(), event: 'gtm.js' });\n var f = d.getElementsByTagName(s)[0],\n j = d.createElement(s),\n dl = l != 'dataLayer' ? '&l=' + l : '';\n j.async = true;\n j.src = 'https://www.googletagmanager.com/gtm.js?id=' + i + dl;\n f.parentNode.insertBefore(j, f);\n })(window, document, 'script', 'dataLayer', 'GTM-NFT3BBN');</script><link rel=\"icon\" href=\"https://thehive.ai/favicon.png\"><link href=\"https://thehive.ai/css/482.c55cd4c3.css\" rel=\"stylesheet\"><link as=\"script\" href=\"https://thehive.ai/js/runtime.c3c7c3564.js\" rel=\"preload\"></head><body><noscript><iframe src=\"https://www.googletagmanager.com/ns.html?id=GTM-NFT3BBN\" height=\"0\" width=\"0\" style=\"display: none; visibility: hidden\"></iframe></noscript><div id=\"root\"></div><script id=\"stripe-js\" src=\"https://js.stripe.com/v3/\" async></script><script defer=\"defer\" src=\"https://thehive.ai/js/runtime.c3c7c3564.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/384.0fcd4fffb.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/374.4b4c6e5b1.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/367.41bf9a47d.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/362.d67375d2c.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/358.da5b59149.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/354.5ca37940d.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/349.e4d1de4a9.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/345.e4b9c4c2a.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/341.84deb4a70.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/337.5ef2c8972.js\"></script><script defer=\"defer\" src=\"https://thehive.ai/js/33"
},
"howToFix": "Publish /.well-known/oauth-protected-resource with resource and authorization_servers fields."
},
{
"id": "agent-auth-block",
"title": "Validate agent_auth authorization metadata",
"status": "fail",
"evidence": {
"valid": false,
"validJson": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "Add agent_auth to /.well-known/oauth-authorization-server with register_uri, supported identity types, credential types, and claim or revocation URLs where applicable."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": false
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Q&A and FAQ opportunities
GEO: Q&A and FAQ opportunities is informational for this page.
Informational
Needs attention
GEO: Q&A and FAQ opportunities
01
Issue
13 h2 heading(s) are not phrased as questions; this is optional and only useful where Q&A wording is natural. No visible FAQ or FAQPage schema was detected; this is optional unless the page answers common questions.
Details
02
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: Q&A and FAQ opportunities
Score
75/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Q&A and FAQ opportunities is informational for this page.
Evidence
{
"h2Count": 13,
"questionH2s": 0,
"hasFaq": false,
"nonQuestionH2s": [
{
"index": 1,
"text": "Access Hive's industry-leading AI modelsSeamlessly integrate with our APIs with a few lines of code",
"isQuestion": false,
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\"><span class=\"antialiased text-left\">Access Hive's industry-leading AI models</span><br><span class=\"antialiased font-roboto-medium text-[0.875rem] leading-[1.25rem] md:text-[1.5rem] md:leading-[2rem] md:font-roboto-medium text-left\">Seamlessly integrate with our API..."
},
{
"index": 2,
"text": "AI solutions built for your needs",
"isQuestion": false,
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">AI solutions built for your needs</h2>"
},
{
"index": 3,
"text": "Content moderation",
"isQuestion": false,
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Content moderation</h2>"
},
{
"index": 4,
"text": "Brand protection",
"isQuestion": false,
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Brand protection</h2>"
},
{
"index": 5,
"text": "Fraud detection",
"isQuestion": false,
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Fraud detection</h2>"
},
{
"index": 6,
"text": "Generative AI",
"isQuestion": false,
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Generative AI</h2>"
},
{
"index": 7,
"text": "Compliance",
"isQuestion": false,
"html": "<h2 class=\"mt-10 antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-600 text-left\">Compliance</h2>"
},
{
"index": 8,
"text": "For technology & digital platforms",
"isQuestion": false,
"html": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For technology & digital platforms</h2>"
},
{
"index": 9,
"text": "For advertising & media",
"isQuestion": false,
"html": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For advertising & media</h2>"
},
{
"index": 10,
"text": "For risk & identity management",
"isQuestion": false,
"html": "<h2 class=\"text-center md:text-left antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-left\">For risk & identity management</h2>"
},
{
"index": 11,
"text": "Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies",
"isQuestion": false,
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Hive is trusted by hundreds of the world’s largest, fastest-growing, and most innovative companies</h2>"
},
{
"index": 12,
"text": "Integrate AI models into your workflow now with Hive's lightning-fast APIs",
"isQuestion": false,
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Integrate AI models into your workflow now with Hive's lightning-fast APIs</h2>"
},
{
"index": 13,
"text": "Blog and Press",
"isQuestion": false,
"html": "<h2 class=\"block !font-roboto-medium md:hidden text-center antialiased font-roboto-regular text-[1.25rem] leading-[1.625rem] tracking-[0.25px] md:text-[2.25rem] md:leading-[3rem] md:tracking-[0.5px] text-grey-500 text-center\">Blog and Press</h2>"
}
],
"score": 75,
"weight": 4
}AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
AI DiscoverabilityDiscoverabilityEstablished
IndexNow key
IndexNow key is informational for this page.
Informational
Needs attention
IndexNow key
01
Issue
IndexNow key is informational for this page.
02
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
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
01
Issue
Response is not valid JSON.
02
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
Validate resource body
Response is not valid JSON.
Probe authorization endpoint with an authorization-code request
authorization_endpoint is missing from discovery metadata.
Reject unregistered authorization redirects
authorization_endpoint is missing from discovery metadata.
Probe token endpoint with advertised grant type
token_endpoint is missing from discovery metadata.
Evidence
{
"failedStep": "validate",
"steps": [
{
"id": "fetch",
"title": "Fetch discovery resource",
"status": "pass",
"evidence": {
"path": "/.well-known/openid-configuration",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
}
},
{
"id": "validate",
"title": "Validate resource body",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"issue": "Response is not valid JSON.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
},
{
"id": "authorization-endpoint",
"title": "Probe authorization endpoint with an authorization-code request",
"status": "fail",
"evidence": {
"url": ""
},
"issue": "authorization_endpoint is missing from discovery metadata.",
"howToFix": "Advertise only implemented OAuth/OIDC endpoints."
},
{
"id": "authorization-redirect-safety",
"title": "Reject unregistered authorization redirects",
"status": "fail",
"evidence": {
"url": ""
},
"issue": "authorization_endpoint is missing from discovery metadata.",
"howToFix": "Validate clients and redirect_uri values before redirecting."
},
{
"id": "token-endpoint",
"title": "Probe token endpoint with advertised grant type",
"status": "fail",
"evidence": {
"url": ""
},
"issue": "token_endpoint is missing from discovery metadata.",
"howToFix": "Advertise only implemented OAuth/OIDC endpoints."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 3,
"signals": [
{
"source": "visible-text",
"weight": 3,
"match": "log in"
}
]
},
"resourceFetchSucceeded": true
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
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
01
Issue
Response is not valid JSON.
02
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
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": "metadata",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "pass",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 200,
"contentType": "text/html; charset=UTF-8"
},
"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\"><head><meta charset=\"utf-8\"><meta name=\"viewport\" content=\"width=device-width,initial-scale=1\" data-react-helmet=\"true\"><title>Hive | Enterprise AI Solutions</title><meta name=\"description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by the world’s largest and most innovative companies.\" data-react-helmet=\"true\"><meta name=\"keywords\" content=\"hive, ai company, computer vision, deep learning, ai solutions, data labeling\" data-react-helmet=\"true\"><meta name=\"twitter:card\" content=\"summary_large_image\"><meta name=\"twitter:title\" content=\"Hive | Enterprise AI Solutions\" data-react-helmet=\"true\"><meta name=\"twitter:description\" content=\"Hive is the leading provider of cloud-based AI models and data labeling, trusted by"
},
"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://thehive.ai"
},
"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": 200,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://thehive.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 200,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://thehive.ai/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 200,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://thehive.ai/.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": "log in"
}
]
},
"resourceFetchSucceeded": true
}SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
100 Fail
SEOSEOBrowser audit
Image elements do not have `[alt]` attributes
100 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/4.11/image-alt).
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/4.11/image-alt)."
}Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
50 Fail
Check name
Background and foreground colors do not have a sufficient contrast ratio.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
50 Fail
Performance and AccessibilityAccessibilityBrowser audit
Heading elements are not in a sequentially-descending order
50 Fail
Check name
Heading elements are not in a sequentially-descending order
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Properly ordered headings that do not skip levels convey the semantic structure of the page, making it easier to navigate and understand when using assistive technologies. [Learn more about heading order](https://dequeuniversity.com/rules/axe/4.11/heading-order)."
}Performance and AccessibilityPerformanceBrowser audit
Image optimization
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Image optimization
11 Fail
Check name
Image optimization
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "image-aspect-ratio",
"title": "Displays images with incorrect aspect ratio",
"score": 0
}
]
}Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Links do not have a discernible name
11 Fail
Check name
Links do not have a discernible name
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name).
References
https://web.dev/learn/performance/Evidence
{
"description": "Link text (and alternate text for images, when used as links) that is discernible, unique, and focusable improves the navigation experience for screen reader users. [Learn how to make links accessible](https://dequeuniversity.com/rules/axe/4.11/link-name)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce unused JavaScript
11 Fail
Check name
Reduce unused JavaScript
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
Est savings of 302 KiB
Fix guidance
Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 302 KiB",
"description": "Reduce unused JavaScript and defer loading scripts until they are required to decrease bytes consumed by network activity. [Learn how to reduce unused JavaScript](https://developer.chrome.com/docs/lighthouse/performance/unused-javascript/).",
"numericValue": 80
}Performance and AccessibilityPerformanceBrowser audit
Touch targets do not have sufficient size or spacing.
11 Fail
Performance and AccessibilityPerformanceBrowser audit
Touch targets do not have sufficient size or spacing.
11 Fail
Check name
Touch targets do not have sufficient size or spacing.
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size).
References
https://web.dev/learn/performance/Evidence
{
"description": "Touch targets with sufficient size and spacing help users who may have difficulty targeting small controls to activate the targets. [Learn more about touch targets](https://dequeuniversity.com/rules/axe/4.11/target-size)."
}Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Improve image delivery
6 Warning
Check name
Improve image delivery
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 142 KiB
Fix guidance
Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 142 KiB",
"description": "Reducing the download time of images can improve the perceived load time of the page and LCP. [Learn more about optimizing image size](https://developer.chrome.com/docs/performance/insights/image-delivery)"
}Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Legacy JavaScript
6 Warning
Check name
Legacy JavaScript
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 21 KiB
Fix guidance
Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 21 KiB",
"description": "Polyfills and transforms enable older browsers to use new JavaScript features. However, many aren't necessary for modern browsers. Consider modifying your JavaScript build process to not transpile [Baseline](https://web.dev/articles/baseline-and-polyfills) features, unless you know you must support older browsers. [Learn why most sites can deploy ES6+ code without transpiling](https://developer.chrome.com/docs/performance/insights/legacy-javascript)"
}Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Render-blocking requests
6 Warning
Check name
Render-blocking requests
Score
50/100
Status
warning
Device
desktop
Category
Performance
Fix guidance
Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path.
References
https://web.dev/learn/performance/Evidence
{
"description": "Requests are blocking the page's initial render, which may delay LCP. [Deferring or inlining](https://developer.chrome.com/docs/performance/insights/render-blocking) can move these network requests out of the critical path."
}Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
6 Warning
Performance and AccessibilityPerformanceBrowser audit
Use efficient cache lifetimes
6 Warning
Check name
Use efficient cache lifetimes
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 22 KiB
Fix guidance
A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 22 KiB",
"description": "A long cache lifetime can speed up repeat visits to your page. [Learn more about caching](https://developer.chrome.com/docs/performance/insights/cache)."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
1 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
1 Fail
Check name
Loading performance
Score
89/100
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": "interactive",
"title": "Time to Interactive",
"score": 88,
"displayValue": "2.6 s",
"numericValue": 2558.8446386001015
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "10 ms",
"numericValue": 8.35503
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 73,
"displayValue": "180 ms",
"numericValue": 182
},
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 100,
"displayValue": "0.3 s",
"numericValue": 321.103398759852
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 49,
"displayValue": "350 ms",
"numericValue": 354.3449018602216
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 98,
"displayValue": "0.8 s",
"numericValue": 755.2584968996299
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 100,
"displayValue": "0.6 s",
"numericValue": 582.0943718712712
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 0 ms",
"numericValue": 3
}
]
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 60/100 | Level 3, Bot-Aware | Current report |