Export Report
OVERALL SCORE
Level 2, Agent-Limited
- AI Discoverability 58 out of 100
- Agent Ease of Use 8 out of 100
- Security & Trust 20 out of 100
- GEO, AIO and AEO 77 out of 100
- SEO 100 out of 100
- Performance and Accessibility 53 out of 100
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 58 | Needs work | 12 | 12 | 0 | View details |
| Discoverability | 67 | Needs work | 5 | 4 | 0 | View details |
| Content Readiness | 67 | Needs work | 6 | 5 | 0 | View details |
| Bot Access Control | 33 | Priority fix | 1 | 3 | 0 | View details |
| Agent Ease of Use | 8 | Priority fix | 6 | 24 | 0 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 0 | 4 | 0 | View details |
| MCP | 25 | Priority fix | 2 | 6 | 0 | View details |
| Skill Discovery | 0 | Priority fix | 0 | 8 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 77 | Mostly ready | 6 | 2 | 12 | View details |
| GEO Readiness | 86 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 80 | Mostly ready | 3 | 1 | 3 | View details |
| AEO Readiness | 66 | Needs work | 1 | 1 | 5 | View details |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| SEO | 100 | Strong | 11 | 0 | 0 | |
| Security & Trust | 20 | Priority fix | 5 | 4 | 0 | View details |
| Security & Trust | 20 | Priority fix | 1 | 4 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 53 | Needs work | 24 | 3 | 0 | View details |
| Performance | 28 | Priority fix | 13 | 3 | 0 | View details |
| Accessibility | 100 | Strong | 11 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
40 items need attention
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
50 Fail
Agent Ease of UseAPIEstablished
API Catalog
API Catalog failed at "Fetch API catalog".
Needs attention
API Catalog
Issue
The API catalog endpoint did not return HTTP 2xx.
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dark scroll-pt-nav-offset\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/15-g0uns6r6lu.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0znrlfd1l3fxl.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/124e9qdbm.htd.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0w2ar6r_7wm3k.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/07uqzcimvn.u8.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/151.k13zp.-h1.js\"/><script src=\"/_next/static/chunks/0yg4-hj~uw9jh.js\" async=\"\"></script><scr"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
50 Fail
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is missing or incomplete.
Needs attention
Content freshness signals
Issue
Content freshness signals are incomplete: missing Last-Modified HTTP header; missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is missing or incomplete.
Evidence
{
"lastModified": null,
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
50 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
Needs attention
Content Signal
Issue
No Content Signal found in robots.txt
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
Needs attention
High-value schema types
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": [
"Organization"
]
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
50 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
Needs attention
Link headers
Issue
No useful agent discovery Link headers were found.
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
50 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
Needs attention
Markdown negotiation
Issue
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html; charset=utf-8" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch".
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": "rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"rsc, next-router-state-tree, next-router-prefetch, next-router-segment-prefetch\".",
"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": 38037,
"excerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dark scroll-pt-nav-offset\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"preload\" href=\"/_next/static/media/PxGrotesk_Bold-s.p.04.6-iz6jykv",
"issue": "Markdown response is missing a heading."
},
"issue": "Markdown response is missing a heading.",
"howToFix": "Return Markdown with at least one heading and substantive page content, including useful links or instructions for agents."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
Needs attention
OpenAPI discovery
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html; charset=utf-8" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dark scroll-pt-nav-offset\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/15-g0uns6r6lu.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0znrlfd1l3fxl.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/124e9qdbm.htd.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0w2ar6r_7wm3k.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/07uqzcimvn.u8.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/151.k13zp.-h1.js\"/><script src=\"/_next/static/chunks/0yg4-hj~uw9jh.js\" async=\"\"></script><scr"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dark scroll-pt-nav-offset\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/15-g0uns6r6lu.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0znrlfd1l3fxl.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/124e9qdbm.htd.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0w2ar6r_7wm3k.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/07uqzcimvn.u8.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/151.k13zp.-h1.js\"/><script src=\"/_next/static/chunks/0yg4-hj~uw9jh.js\" async=\"\"></script><scr"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dark scroll-pt-nav-offset\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/15-g0uns6r6lu.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0znrlfd1l3fxl.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/124e9qdbm.htd.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0w2ar6r_7wm3k.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/07uqzcimvn.u8.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/151.k13zp.-h1.js\"/><script src=\"/_next/static/chunks/0yg4-hj~uw9jh.js\" async=\"\"></script><scr"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dark scroll-pt-nav-offset\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/15-g0uns6r6lu.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0znrlfd1l3fxl.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/124e9qdbm.htd.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0w2ar6r_7wm3k.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/07uqzcimvn.u8.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/151.k13zp.-h1.js\"/><script src=\"/_next/static/chunks/0yg4-hj~uw9jh.js\" async=\"\"></script><scr"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dark scroll-pt-nav-offset\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/15-g0uns6r6lu.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0znrlfd1l3fxl.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/124e9qdbm.htd.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0w2ar6r_7wm3k.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/07uqzcimvn.u8.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/151.k13zp.-h1.js\"/><script src=\"/_next/static/chunks/0yg4-hj~uw9jh.js\" async=\"\"></script><scr"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dark scroll-pt-nav-offset\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/15-g0uns6r6lu.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0znrlfd1l3fxl.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/124e9qdbm.htd.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0w2ar6r_7wm3k.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/07uqzcimvn.u8.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/151.k13zp.-h1.js\"/><script src=\"/_next/static/chunks/0yg4-hj~uw9jh.js\" async=\"\"></script><scr"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!doctype html>\n<html lang=\"en\" dir=\"ltr\" class=\"docs-wrapper plugin-docs plugin-id-default docs-version-current\" data-has-hydrated=\"false\">\n<head>\n<meta charset=\"UTF-8\">\n<meta name=\"generator\" content=\"Docusaurus v3.8.1\">\n<title data-rh=\"true\">Retool Docs</title><meta data-rh=\"true\" property=\"og:title\" content=\"Retool Docs\"><meta data-rh=\"true\" name=\"viewport\" content=\"width=device-width,initial-scale=1\"><meta data-rh=\"true\" name=\"twitter:card\" content=\"summary_large_image\"><meta data-rh=\"true\" property=\"og:url\" content=\"https://docs.retool.com/404.html\"><meta data-rh=\"true\" property=\"og:locale\" content=\"en\"><meta data-rh=\"true\" name=\"docusaurus_locale\" content=\"en\"><meta data-rh=\"true\" name=\"docsearch:language\" content=\"en\"><meta data-rh=\"true\" name=\"docusaurus_version\" content=\"current\""
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html; charset=utf-8\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
50 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
Needs attention
Web Bot Auth request signing
Issue
Web Bot Auth request signing was not found at the expected path.
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
Needs attention
MCP Server Card
Issue
MCP Server Card was not found at the expected path.
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
Needs attention
mcp.json
Issue
mcp.json was not found at the expected path.
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
33 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
Needs attention
WebMCP manifest
Issue
WebMCP manifest was not found at the expected path.
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
Needs attention
A2A Agent Card
Issue
A2A Agent Card was not found at the expected path.
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "A2A Agent Card was not found at the expected path.",
"howToFix": "Publish an A2A Agent Card with required skill details and make the advertised url answer A2A JSON-RPC requests."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Fetch to find resource".
Needs attention
Agent Skills index
Issue
Agent Skills index was not found at the expected path.
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "Agent Skills index was not found at the expected path.",
"howToFix": "Publish an index with a non-empty skills array and reachable SKILL.md URLs."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
agent.json
agent.json failed at "Fetch to find resource".
Needs attention
agent.json
Issue
agent.json was not found at the expected path.
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "agent.json was not found at the expected path.",
"howToFix": "Publish agent.json with awp_version, domain, intent, and typed actions that point to real same-origin API or protocol endpoints."
}
]
}Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryInformational
agents.json
agents.json failed at "Fetch to find resource".
Needs attention
agents.json
Issue
agents.json was not found at the expected path.
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
Needs attention
Content-Security-Policy
Issue
Content-Security-Policy is missing or incomplete.
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
Needs attention
Frame protection
Issue
Frame protection is missing or incomplete.
Why it matters
Frame protection blocks hostile sites from embedding pages in deceptive frames, reducing clickjacking risk.
Check name
Frame protection
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent unwanted framing with X-Frame-Options or CSP frame-ancestors.
Result
Frame protection is missing or incomplete.
Evidence
{
"xFrameOptions": null,
"validXFrame": false,
"contentSecurityPolicy": null,
"cspFrameAncestors": false
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
Needs attention
Referrer-Policy
Issue
Referrer-Policy is missing or incomplete.
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
25 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
Needs attention
X-Content-Type-Options
Issue
X-Content-Type-Options is missing or incomplete.
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": null
}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.
Needs attention
AIO: Source and trust signals
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a class=\"ActionArrow-module__LlPYFa__actionArrow ActionArrow-module__LlPYFa__isSmall ActionArrow-module__LlPYFa__isIdle duration-600 relative block whitespace-nowrap w-fit py-1 cursor-pointer transition-opacity ease-ease-in-out\" target=\"_self\" tabindex=\"-1\" data-test-id=\"nav-group-company-nav-item-about\" data-dd-action-name=\"nav-group-company-nav-item-about\" data-zone=\"same\" href=\"/about\"><span class=\"inline-block w-full whitespace-nowrap\"><span class=\"inline-block align-middle text-surface-..."
},
{
"href": "https://retool.com/about",
"text": "About",
"html": "<a class=\"ActionArrow-module__LlPYFa__actionArrow ActionArrow-module__LlPYFa__isSmall ActionArrow-module__LlPYFa__isIdle duration-600 relative block whitespace-nowrap w-fit py-1 cursor-pointer transition-opacity ease-ease-in-out\" target=\"_self\" tabindex=\"0\" data-test-id=\"footer-group-company-nav-item-about\" data-dd-action-name=\"footer-group-company-nav-item-about\" data-zone=\"null\" href=\"https://retool.com/about\"><span class=\"inline-block w-full whitespace-nowrap\"><span class=\"inline-block ali..."
},
{
"href": "https://www.linkedin.com/company/tryretool/",
"text": "",
"html": "<a class=\"cursor-pointer flex items-center justify-center px-5 h-10 text-caption-action text-center whitespace-nowrap rounded-full transition-colors duration-300 ease-ease-in-out overflow-hidden border-none bg-btn-tertiary-default-background text-btn-tertiary-default-text hover:bg-btn-tertiary-hover-background hover:text-btn-tertiary-hover-text active:bg-btn-tertiary-active-background active:text-btn-tertiary-hover-text self-start !p-0 !h-auto !min-h-0 !bg-transparent !rounded-none !transitio..."
},
{
"href": "https://retool.com/about",
"text": "About",
"html": "<a class=\"ActionArrow-module__LlPYFa__actionArrow ActionArrow-module__LlPYFa__isSmall ActionArrow-module__LlPYFa__isIdle duration-600 relative block whitespace-nowrap w-fit py-1 cursor-pointer transition-opacity ease-ease-in-out\" target=\"_self\" tabindex=\"0\" data-test-id=\"footer-group-company-nav-item-about\" data-dd-action-name=\"footer-group-company-nav-item-about\" data-zone=\"null\" href=\"https://retool.com/about\"><span class=\"inline-block w-full whitespace-nowrap\"><span class=\"inline-block ali..."
},
{
"href": "https://www.linkedin.com/company/tryretool/",
"text": "",
"html": "<a class=\"cursor-pointer flex items-center justify-center px-5 h-10 text-caption-action text-center whitespace-nowrap rounded-full transition-colors duration-300 ease-ease-in-out overflow-hidden border-none bg-btn-tertiary-default-background text-btn-tertiary-default-text hover:bg-btn-tertiary-hover-background hover:text-btn-tertiary-hover-text active:bg-btn-tertiary-active-background active:text-btn-tertiary-hover-text self-start !p-0 !h-auto !min-h-0 !bg-transparent !rounded-none !transitio..."
}
],
"contactLinks": [
{
"href": "https://docs.retool.com/support",
"text": "Support",
"html": "<a class=\"ActionArrow-module__LlPYFa__actionArrow ActionArrow-module__LlPYFa__isSmall ActionArrow-module__LlPYFa__isIdle duration-600 relative block whitespace-nowrap w-fit py-1 cursor-pointer transition-opacity ease-ease-in-out\" target=\"_self\" tabindex=\"-1\" data-test-id=\"nav-group-company-nav-item-support\" data-dd-action-name=\"nav-group-company-nav-item-support\" data-zone=\"null\" href=\"https://docs.retool.com/support\"><span class=\"inline-block w-full whitespace-nowrap\"><span class=\"inline-blo..."
}
],
"privacyLinks": [
{
"href": "https://docs.retool.com/legal",
"text": "Terms of use",
"html": "<a class=\"relative inline-block !transition-opacity ease-ease-in-out duration-600\" data-dd-action-name=\"footer-item-terms-of-use\" data-zone=\"null\" href=\"https://docs.retool.com/legal\"><span class=\"relative inline-block align-text-top text-footer-text text-string uppercase py-2\">Terms of use</span></a>"
},
{
"href": "https://docs.retool.com/legal/privacy-policy",
"text": "Privacy policy",
"html": "<a class=\"relative inline-block !transition-opacity ease-ease-in-out duration-600\" data-dd-action-name=\"footer-item-privacy-policy\" data-zone=\"null\" href=\"https://docs.retool.com/legal/privacy-policy\"><span class=\"relative inline-block align-text-top text-footer-text text-string uppercase py-2\">Privacy policy</span></a>"
},
{
"href": "https://docs.retool.com/legal",
"text": "Terms of use",
"html": "<a class=\"relative inline-block !transition-opacity ease-ease-in-out duration-600\" data-dd-action-name=\"footer-item-terms-of-use\" data-zone=\"null\" href=\"https://docs.retool.com/legal\"><span class=\"relative inline-block align-text-top text-footer-text text-string uppercase py-2\">Terms of use</span></a>"
},
{
"href": "https://docs.retool.com/legal/privacy-policy",
"text": "Privacy policy",
"html": "<a class=\"relative inline-block !transition-opacity ease-ease-in-out duration-600\" data-dd-action-name=\"footer-item-privacy-policy\" data-zone=\"null\" href=\"https://docs.retool.com/legal/privacy-policy\"><span class=\"relative inline-block align-text-top text-footer-text text-string uppercase py-2\">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.
Needs attention
AEO: Answer evidence and trust
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a class=\"ActionArrow-module__LlPYFa__actionArrow ActionArrow-module__LlPYFa__isSmall ActionArrow-module__LlPYFa__isIdle duration-600 relative block whitespace-nowrap w-fit py-1 cursor-pointer transition-opacity ease-ease-in-out\" target=\"_self\" tabindex=\"-1\" data-test-id=\"nav-group-company-nav-item-about\" data-dd-action-name=\"nav-group-company-nav-item-about\" data-zone=\"same\" href=\"/about\"><span class=\"inline-block w-full whitespace-nowrap\"><span class=\"inline-block align-middle text-surface-..."
},
{
"href": "https://retool.com/about",
"text": "About",
"html": "<a class=\"ActionArrow-module__LlPYFa__actionArrow ActionArrow-module__LlPYFa__isSmall ActionArrow-module__LlPYFa__isIdle duration-600 relative block whitespace-nowrap w-fit py-1 cursor-pointer transition-opacity ease-ease-in-out\" target=\"_self\" tabindex=\"0\" data-test-id=\"footer-group-company-nav-item-about\" data-dd-action-name=\"footer-group-company-nav-item-about\" data-zone=\"null\" href=\"https://retool.com/about\"><span class=\"inline-block w-full whitespace-nowrap\"><span class=\"inline-block ali..."
},
{
"href": "https://www.linkedin.com/company/tryretool/",
"text": "",
"html": "<a class=\"cursor-pointer flex items-center justify-center px-5 h-10 text-caption-action text-center whitespace-nowrap rounded-full transition-colors duration-300 ease-ease-in-out overflow-hidden border-none bg-btn-tertiary-default-background text-btn-tertiary-default-text hover:bg-btn-tertiary-hover-background hover:text-btn-tertiary-hover-text active:bg-btn-tertiary-active-background active:text-btn-tertiary-hover-text self-start !p-0 !h-auto !min-h-0 !bg-transparent !rounded-none !transitio..."
},
{
"href": "https://retool.com/about",
"text": "About",
"html": "<a class=\"ActionArrow-module__LlPYFa__actionArrow ActionArrow-module__LlPYFa__isSmall ActionArrow-module__LlPYFa__isIdle duration-600 relative block whitespace-nowrap w-fit py-1 cursor-pointer transition-opacity ease-ease-in-out\" target=\"_self\" tabindex=\"0\" data-test-id=\"footer-group-company-nav-item-about\" data-dd-action-name=\"footer-group-company-nav-item-about\" data-zone=\"null\" href=\"https://retool.com/about\"><span class=\"inline-block w-full whitespace-nowrap\"><span class=\"inline-block ali..."
},
{
"href": "https://www.linkedin.com/company/tryretool/",
"text": "",
"html": "<a class=\"cursor-pointer flex items-center justify-center px-5 h-10 text-caption-action text-center whitespace-nowrap rounded-full transition-colors duration-300 ease-ease-in-out overflow-hidden border-none bg-btn-tertiary-default-background text-btn-tertiary-default-text hover:bg-btn-tertiary-hover-background hover:text-btn-tertiary-hover-text active:bg-btn-tertiary-active-background active:text-btn-tertiary-hover-text self-start !p-0 !h-auto !min-h-0 !bg-transparent !rounded-none !transitio..."
}
],
"contactLinks": [
{
"href": "https://docs.retool.com/support",
"text": "Support",
"html": "<a class=\"ActionArrow-module__LlPYFa__actionArrow ActionArrow-module__LlPYFa__isSmall ActionArrow-module__LlPYFa__isIdle duration-600 relative block whitespace-nowrap w-fit py-1 cursor-pointer transition-opacity ease-ease-in-out\" target=\"_self\" tabindex=\"-1\" data-test-id=\"nav-group-company-nav-item-support\" data-dd-action-name=\"nav-group-company-nav-item-support\" data-zone=\"null\" href=\"https://docs.retool.com/support\"><span class=\"inline-block w-full whitespace-nowrap\"><span class=\"inline-blo..."
}
],
"privacyLinks": [
{
"href": "https://docs.retool.com/legal",
"text": "Terms of use",
"html": "<a class=\"relative inline-block !transition-opacity ease-ease-in-out duration-600\" data-dd-action-name=\"footer-item-terms-of-use\" data-zone=\"null\" href=\"https://docs.retool.com/legal\"><span class=\"relative inline-block align-text-top text-footer-text text-string uppercase py-2\">Terms of use</span></a>"
},
{
"href": "https://docs.retool.com/legal/privacy-policy",
"text": "Privacy policy",
"html": "<a class=\"relative inline-block !transition-opacity ease-ease-in-out duration-600\" data-dd-action-name=\"footer-item-privacy-policy\" data-zone=\"null\" href=\"https://docs.retool.com/legal/privacy-policy\"><span class=\"relative inline-block align-text-top text-footer-text text-string uppercase py-2\">Privacy policy</span></a>"
},
{
"href": "https://docs.retool.com/legal",
"text": "Terms of use",
"html": "<a class=\"relative inline-block !transition-opacity ease-ease-in-out duration-600\" data-dd-action-name=\"footer-item-terms-of-use\" data-zone=\"null\" href=\"https://docs.retool.com/legal\"><span class=\"relative inline-block align-text-top text-footer-text text-string uppercase py-2\">Terms of use</span></a>"
},
{
"href": "https://docs.retool.com/legal/privacy-policy",
"text": "Privacy policy",
"html": "<a class=\"relative inline-block !transition-opacity ease-ease-in-out duration-600\" data-dd-action-name=\"footer-item-privacy-policy\" data-zone=\"null\" href=\"https://docs.retool.com/legal/privacy-policy\"><span class=\"relative inline-block align-text-top text-footer-text text-string uppercase py-2\">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.
Needs attention
AEO: Answer-first sections
Issue
24 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 26,
"passing": 2,
"failing": [
{
"heading": "AI made building easy.Retool makes it safe.",
"headingHtml": "<h2 aria-label=\"AI made building easy. Retool makes it safe.\" class=\"headline-sm text-pretty md:headline-md lg:headline-lg xl:headline-xl\"><span aria-hidden=\"true\" class=\"ShimmerHeadline-module__Y6xtkW__line pb-1.5\" style=\"background-position:100% 50%\">AI made building easy.</span><span aria-hidden=\"true\" class=\"ShimmerHeadline-module__Y6xtkW__line pb-1.5\" style=\"background-position:100% 50%\">Retool makes it safe.</span></h2>",
"firstParagraph": "Build, launch, and scale internal tools on a governed platform that's enterprise-ready from the start.",
"paragraphHtml": "<p class=\"max-w-216 headline-xs text-surface-text-muted text-balance\">Build, launch, and scale internal tools on a governed platform that's enterprise-ready from the start.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Build with the tools you already use and deploy on a governed foundation.",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary text-pretty\">Build with the tools you already use and deploy on a governed foundation.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Guarantee security with inherited permissions—not retrofitted ones.",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary text-pretty\">Guarantee security with inherited permissions—not retrofitted ones.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ship AI-generated code without gambling away your security.",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary text-pretty\">Ship AI-generated code without gambling away your security.</h3>",
"firstParagraph": "Govern",
"paragraphHtml": "<p class=\"text-caption text-surface-text-primary\">Govern</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "The governance layer for everything that's built",
"headingHtml": "<h3 class=\"headline-xs text-pretty text-surface-text-primary max-w-96\">The governance layer for everything that's built</h3>",
"firstParagraph": "Governance makes speed sustainable. Every app and automation—no matter how it was built—runs on Retool with your data and operations.",
"paragraphHtml": "<p class=\"text-body text-surface-text-muted max-w-96\">Governance makes speed sustainable. Every app and automation—no matter how it was built—runs on Retool with your data and operations.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Ship your idea today",
"headingHtml": "<h2 class=\"headline-md sm:headline-lg text-pretty text-center text-surface-text-primary max-w-160\">Ship your idea today</h2>",
"firstParagraph": "Learn about Pricing or Book a demo",
"paragraphHtml": "<p class=\"text-body text-surface-text-muted\">Learn about<!-- --> <a class=\"group/link\" target=\"_self\" data-zone=\"same\" href=\"/pricing\"><span class=\"ActionArrowLink-module__YdMS6a__underline\" style=\"--underline-duration:514.5751311064591ms\">Pricing</span></a> <!-- -->or<!-- --> <a class=\"group/link\" target=\"_self\" data-zone=\"same\" href=\"/demo?meeting_page_source=homepage\"><span class=\"ActionArrowLink-module__YdMS6a__underline\" style=\"--underline-duration:581.66247903554ms\">Book a <span class=\"...",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "For how your teams actually work",
"headingHtml": "<h2 class=\"text-surface-text-primary text-pretty headline-sm lg:headline-md\" data-length=\"32\">For how your teams actually work</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Data teams",
"headingHtml": "<h3 class=\"headline-sm text-pretty text-surface-text-primary\">Data teams</h3>",
"firstParagraph": "Build more than static dashboards. Connect directly to your warehouse and databases, build operational data apps with write-back—governed, actionable, and actually adopted.",
"paragraphHtml": "<p class=\"first:mt-0 mt-2\">Build more than static dashboards. Connect directly to your warehouse and databases, build operational data apps with write-back—governed, actionable, and actually adopted.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Operations teams",
"headingHtml": "<h3 class=\"headline-sm text-pretty text-surface-text-primary\">Operations teams</h3>",
"firstParagraph": "Scale your impact, not your headcount and automate the repetitive. Connect the disconnected. Build custom tools that match the way you actually work.",
"paragraphHtml": "<p class=\"first:mt-0 mt-2\">Scale your impact, not your headcount and automate the repetitive. Connect the disconnected. Build custom tools that match the way you actually work.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Eng + platform teams",
"headingHtml": "<h3 class=\"headline-sm text-pretty text-surface-text-primary\">Eng + platform teams</h3>",
"firstParagraph": "Ship your team solutions, and scale them to everyone else—with the guardrails to self-serve safely. Full visibility and control across the board.",
"paragraphHtml": "<p class=\"first:mt-0 mt-2\">Ship your team solutions, and scale them to everyone else—with the guardrails to self-serve safely. Full visibility and control across the board.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Made for, and trusted by, businesses of all sizes",
"headingHtml": "<h2 class=\"text-surface-text-primary text-pretty headline-sm lg:headline-md\" data-length=\"49\">Made for, and trusted by, businesses of all sizes</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ramp saved $8M and 20,000+ hours",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">Ramp saved $8M and 20,000+ hours</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "10x reduction in dev time across 1600 studios",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">10x reduction in dev time across 1600 studios</h3>",
"firstParagraph": "For supply chain solutions",
"paragraphHtml": "<p class=\"text-string text-surface-text-primary\">For supply chain solutions</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "10x increase in patients treated",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">10x increase in patients treated</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Doordash saved $6M and 36,000+ hours",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">Doordash saved $6M and 36,000+ hours</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "$3M+ profit generated and 80% faster development",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">$3M+ profit generated and 80% faster development</h3>",
"firstParagraph": "Trusted by 10,000+ teams to generate production-ready AI applications",
"paragraphHtml": "<p class=\"text-surface-text-muted text-pretty text-body-lg\">Trusted by 10,000+ teams to generate production-ready AI applications</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Why enterprises choose Retool",
"headingHtml": "<h2 class=\"text-surface-text-primary text-pretty headline-md\" data-length=\"29\">Why enterprises choose Retool</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "From one great app to operational excellence",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary text-pretty\">From one great app to operational excellence</h3>",
"firstParagraph": "Point solutions help you build apps. You change how your business operates with Retool. One platform to manage, orchestrate, and scale everything you build.",
"paragraphHtml": "<p class=\"first:mt-0 mt-2\">Point solutions help you build apps. You change how your business operates with Retool. One platform to manage, orchestrate, and scale everything you build.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "Get the latest from Retool",
"headingHtml": "<h2 class=\"headline-xs grid-start-inner col-end-20 col-span-8 lg:col-start-2\">Get the latest from Retool</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Code is free. Now what?",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary\">Code is free. Now what?</h3>",
"firstParagraph": "By David Hsu",
"paragraphHtml": "<p class=\"text-string text-surface-text-muted\">By <!-- -->David Hsu</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "What you can do in Retool",
"headingHtml": "<h3 class=\"text-surface-text-primary headline-xxs md:headline-xs line-clamp-3 pb-1\">What you can do in Retool</h3>",
"firstParagraph": "Discover what you can build in Retool, from dashboards to AI agents. See how teams use Retool to move faster, automate workflows, and scale with confidence.",
"paragraphHtml": "<p class=\"text-body\">Discover what you can build in Retool, from dashboards to AI agents. See how teams use Retool to move faster, automate workflows, and scale with confidence.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Is your data team building with AI-ready data?",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary\">Is your data team building with AI-ready data?</h3>",
"firstParagraph": "By Sam Garfield",
"paragraphHtml": "<p class=\"text-string text-surface-text-muted\">By <!-- -->Sam Garfield</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Build fast, and ship with confidence.",
"headingHtml": "<h3 class=\"headline-md text-surface-text-primary text-balance\">Build fast, and ship with confidence.</h3>",
"firstParagraph": "For enterprises",
"paragraphHtml": "<p class=\"text-body-lg text-surface-text-primary\">For enterprises</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Transform with scale, and govern easily.",
"headingHtml": "<h3 class=\"headline-md text-surface-text-primary text-balance\">Transform with scale, and govern easily.</h3>",
"firstParagraph": "",
"paragraphHtml": "<p class=\"text-caption text-cursor-message-text\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 28
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Entity clarity
GEO: Entity clarity scored 80/100 and needs improvement.
Needs attention
GEO: Entity clarity
Issue
Title/H1 terms missing from description: software, better, want, ship, platform, trust.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
80/100
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 80/100 and needs improvement.
Evidence
{
"title": "Retool | Build internal software better, with AI.",
"h1": "Build how you want.Ship on a platform you can trust.",
"description": "Build, deploy, and manage internal tools with Retool's unified engine. Connect to any database, API, or LLM. Leverage AI throughout your business.",
"topicOverlap": 0.3333333333333333,
"topicTerms": [
"retool",
"build",
"internal",
"software",
"better",
"want",
"ship",
"platform",
"trust"
],
"descriptionTerms": [
"build",
"deploy",
"manage",
"internal",
"tools",
"retool",
"unified",
"engine",
"connect",
"any",
"database",
"api",
"llm",
"leverage",
"throughout",
"business"
],
"missingFromDescription": [
"software",
"better",
"want",
"ship",
"platform",
"trust"
],
"score": 80,
"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.
Needs attention
GEO: Explanatory content depth
Issue
No substantial explanatory paragraphs were found.
Details
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 1,
"citablePassages": 0,
"failingCandidateParagraphs": [],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: 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.
Needs attention
AIO: Answer block readiness
Issue
24 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 26,
"passing": 2,
"failing": [
{
"heading": "AI made building easy.Retool makes it safe.",
"headingHtml": "<h2 aria-label=\"AI made building easy. Retool makes it safe.\" class=\"headline-sm text-pretty md:headline-md lg:headline-lg xl:headline-xl\"><span aria-hidden=\"true\" class=\"ShimmerHeadline-module__Y6xtkW__line pb-1.5\" style=\"background-position:100% 50%\">AI made building easy.</span><span aria-hidden=\"true\" class=\"ShimmerHeadline-module__Y6xtkW__line pb-1.5\" style=\"background-position:100% 50%\">Retool makes it safe.</span></h2>",
"firstParagraph": "Build, launch, and scale internal tools on a governed platform that's enterprise-ready from the start.",
"paragraphHtml": "<p class=\"max-w-216 headline-xs text-surface-text-muted text-balance\">Build, launch, and scale internal tools on a governed platform that's enterprise-ready from the start.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Build with the tools you already use and deploy on a governed foundation.",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary text-pretty\">Build with the tools you already use and deploy on a governed foundation.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Guarantee security with inherited permissions—not retrofitted ones.",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary text-pretty\">Guarantee security with inherited permissions—not retrofitted ones.</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ship AI-generated code without gambling away your security.",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary text-pretty\">Ship AI-generated code without gambling away your security.</h3>",
"firstParagraph": "Govern",
"paragraphHtml": "<p class=\"text-caption text-surface-text-primary\">Govern</p>",
"words": 1,
"direct": false,
"issue": "First paragraph is 1 words and does not look like a concise direct answer."
},
{
"heading": "The governance layer for everything that's built",
"headingHtml": "<h3 class=\"headline-xs text-pretty text-surface-text-primary max-w-96\">The governance layer for everything that's built</h3>",
"firstParagraph": "Governance makes speed sustainable. Every app and automation—no matter how it was built—runs on Retool with your data and operations.",
"paragraphHtml": "<p class=\"text-body text-surface-text-muted max-w-96\">Governance makes speed sustainable. Every app and automation—no matter how it was built—runs on Retool with your data and operations.</p>",
"words": 22,
"direct": false,
"issue": "First paragraph is 22 words and does not look like a concise direct answer."
},
{
"heading": "Ship your idea today",
"headingHtml": "<h2 class=\"headline-md sm:headline-lg text-pretty text-center text-surface-text-primary max-w-160\">Ship your idea today</h2>",
"firstParagraph": "Learn about Pricing or Book a demo",
"paragraphHtml": "<p class=\"text-body text-surface-text-muted\">Learn about<!-- --> <a class=\"group/link\" target=\"_self\" data-zone=\"same\" href=\"/pricing\"><span class=\"ActionArrowLink-module__YdMS6a__underline\" style=\"--underline-duration:514.5751311064591ms\">Pricing</span></a> <!-- -->or<!-- --> <a class=\"group/link\" target=\"_self\" data-zone=\"same\" href=\"/demo?meeting_page_source=homepage\"><span class=\"ActionArrowLink-module__YdMS6a__underline\" style=\"--underline-duration:581.66247903554ms\">Book a <span class=\"...",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "For how your teams actually work",
"headingHtml": "<h2 class=\"text-surface-text-primary text-pretty headline-sm lg:headline-md\" data-length=\"32\">For how your teams actually work</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Data teams",
"headingHtml": "<h3 class=\"headline-sm text-pretty text-surface-text-primary\">Data teams</h3>",
"firstParagraph": "Build more than static dashboards. Connect directly to your warehouse and databases, build operational data apps with write-back—governed, actionable, and actually adopted.",
"paragraphHtml": "<p class=\"first:mt-0 mt-2\">Build more than static dashboards. Connect directly to your warehouse and databases, build operational data apps with write-back—governed, actionable, and actually adopted.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Operations teams",
"headingHtml": "<h3 class=\"headline-sm text-pretty text-surface-text-primary\">Operations teams</h3>",
"firstParagraph": "Scale your impact, not your headcount and automate the repetitive. Connect the disconnected. Build custom tools that match the way you actually work.",
"paragraphHtml": "<p class=\"first:mt-0 mt-2\">Scale your impact, not your headcount and automate the repetitive. Connect the disconnected. Build custom tools that match the way you actually work.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Eng + platform teams",
"headingHtml": "<h3 class=\"headline-sm text-pretty text-surface-text-primary\">Eng + platform teams</h3>",
"firstParagraph": "Ship your team solutions, and scale them to everyone else—with the guardrails to self-serve safely. Full visibility and control across the board.",
"paragraphHtml": "<p class=\"first:mt-0 mt-2\">Ship your team solutions, and scale them to everyone else—with the guardrails to self-serve safely. Full visibility and control across the board.</p>",
"words": 23,
"direct": false,
"issue": "First paragraph is 23 words and does not look like a concise direct answer."
},
{
"heading": "Made for, and trusted by, businesses of all sizes",
"headingHtml": "<h2 class=\"text-surface-text-primary text-pretty headline-sm lg:headline-md\" data-length=\"49\">Made for, and trusted by, businesses of all sizes</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Ramp saved $8M and 20,000+ hours",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">Ramp saved $8M and 20,000+ hours</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "10x reduction in dev time across 1600 studios",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">10x reduction in dev time across 1600 studios</h3>",
"firstParagraph": "For supply chain solutions",
"paragraphHtml": "<p class=\"text-string text-surface-text-primary\">For supply chain solutions</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "10x increase in patients treated",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">10x increase in patients treated</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Doordash saved $6M and 36,000+ hours",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">Doordash saved $6M and 36,000+ hours</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "$3M+ profit generated and 80% faster development",
"headingHtml": "<h3 class=\"headline-xxs text-pretty max-w-13em pr-grid-col xl:pr-0\">$3M+ profit generated and 80% faster development</h3>",
"firstParagraph": "Trusted by 10,000+ teams to generate production-ready AI applications",
"paragraphHtml": "<p class=\"text-surface-text-muted text-pretty text-body-lg\">Trusted by 10,000+ teams to generate production-ready AI applications</p>",
"words": 10,
"direct": false,
"issue": "First paragraph is 10 words and does not look like a concise direct answer."
},
{
"heading": "Why enterprises choose Retool",
"headingHtml": "<h2 class=\"text-surface-text-primary text-pretty headline-md\" data-length=\"29\">Why enterprises choose Retool</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "From one great app to operational excellence",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary text-pretty\">From one great app to operational excellence</h3>",
"firstParagraph": "Point solutions help you build apps. You change how your business operates with Retool. One platform to manage, orchestrate, and scale everything you build.",
"paragraphHtml": "<p class=\"first:mt-0 mt-2\">Point solutions help you build apps. You change how your business operates with Retool. One platform to manage, orchestrate, and scale everything you build.</p>",
"words": 24,
"direct": false,
"issue": "First paragraph is 24 words and does not look like a concise direct answer."
},
{
"heading": "Get the latest from Retool",
"headingHtml": "<h2 class=\"headline-xs grid-start-inner col-end-20 col-span-8 lg:col-start-2\">Get the latest from Retool</h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Code is free. Now what?",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary\">Code is free. Now what?</h3>",
"firstParagraph": "By David Hsu",
"paragraphHtml": "<p class=\"text-string text-surface-text-muted\">By <!-- -->David Hsu</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "What you can do in Retool",
"headingHtml": "<h3 class=\"text-surface-text-primary headline-xxs md:headline-xs line-clamp-3 pb-1\">What you can do in Retool</h3>",
"firstParagraph": "Discover what you can build in Retool, from dashboards to AI agents. See how teams use Retool to move faster, automate workflows, and scale with confidence.",
"paragraphHtml": "<p class=\"text-body\">Discover what you can build in Retool, from dashboards to AI agents. See how teams use Retool to move faster, automate workflows, and scale with confidence.</p>",
"words": 26,
"direct": false,
"issue": "First paragraph is 26 words and does not look like a concise direct answer."
},
{
"heading": "Is your data team building with AI-ready data?",
"headingHtml": "<h3 class=\"headline-xxs text-surface-text-primary\">Is your data team building with AI-ready data?</h3>",
"firstParagraph": "By Sam Garfield",
"paragraphHtml": "<p class=\"text-string text-surface-text-muted\">By <!-- -->Sam Garfield</p>",
"words": 3,
"direct": false,
"issue": "First paragraph is 3 words and does not look like a concise direct answer."
},
{
"heading": "Build fast, and ship with confidence.",
"headingHtml": "<h3 class=\"headline-md text-surface-text-primary text-balance\">Build fast, and ship with confidence.</h3>",
"firstParagraph": "For enterprises",
"paragraphHtml": "<p class=\"text-body-lg text-surface-text-primary\">For enterprises</p>",
"words": 2,
"direct": false,
"issue": "First paragraph is 2 words and does not look like a concise direct answer."
},
{
"heading": "Transform with scale, and govern easily.",
"headingHtml": "<h3 class=\"headline-md text-surface-text-primary text-balance\">Transform with scale, and govern easily.</h3>",
"firstParagraph": "",
"paragraphHtml": "<p class=\"text-caption text-cursor-message-text\"></p>",
"words": 0,
"direct": false,
"issue": "First paragraph is 0 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
Needs attention
AEO: Question-led structure
Issue
24 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Question-led structure scored 70/100 and needs improvement.
Evidence
{
"h2Count": 6,
"questionH2s": [
{
"index": 5,
"text": "Why enterprises choose Retool",
"isQuestion": true,
"html": "<h2 class=\"text-surface-text-primary text-pretty headline-md\" data-length=\"29\">Why enterprises choose Retool</h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 85/100 and needs improvement.
Needs attention
GEO: Extraction-friendly structure
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
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": 5,
"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.
Needs attention
AIO: Page experience for AIO
Issue
3 image(s) are missing width/height attributes. 1 possible modal/interstitial element(s) detected.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
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": 1065,
"htmlBytes": 510796,
"imagesMissingDimensions": [
{
"src": "/_next/image?url=https%3A%2F%2Fdqpcjghenxt8u.cloudfront.net%2Fpage-assets%2Fhomepage-r2%2Fm3-hero-background.png&w=3840&q=85",
"width": "",
"height": "",
"loading": "",
"html": "<img alt role=\"presentation\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position: absolute; height: 100%; width: 100%; inset: 0px; color: transparent;\" sizes=\"(min-width: 1440px) 1360px, 100vw\" srcset=\"/_next/image?url=https%3A%2F%2Fdqpcjghenxt8u.cloudfront.net%2Fpage-assets%2Fhomepage-r2%2Fm3-hero-background.png&w=320&q=85 320w, /_next/image?url=https%3A%2F%2Fdqpcjghenxt8u.cloudfront.net%2Fpage-assets%2Fhomepage-r2%2Fm3-hero-background.png&w=384&q=85 384w,..."
},
{
"src": "/_next/image?url=https%3A%2F%2Fdqpcjghenxt8u.cloudfront.net%2Fpage-assets%2Fhomepage-assist%2Fcustomer-grid-1.jpg&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"A man with a hard hat looking at a clipboard.\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 640px) 100vw, (max-width: 1024px) 50vw, 33vw\" srcset=\"/_next/image?url=https%3A%2F%2Fdqpcjghenxt8u.cloudfront.net%2Fpage-assets%2Fhomepage-assist%2Fcustomer-grid-1.jpg&w=128&q=75 128w, /_next/image?url=https%3A%2F%2Fdqpcjghenxt8u.cloudfront.net%2..."
},
{
"src": "/_next/image?url=https%3A%2F%2Fdqpcjghenxt8u.cloudfront.net%2Fpage-assets%2Fhomepage-assist%2Fcustomer-grid-2.jpg&w=3840&q=75",
"width": "",
"height": "",
"loading": "lazy",
"html": "<img alt=\"A woman with glasses looking out of frame.\" loading=\"lazy\" decoding=\"async\" data-nimg=\"fill\" class=\"object-cover\" style=\"position:absolute;height:100%;width:100%;left:0;top:0;right:0;bottom:0;color:transparent\" sizes=\"(max-width: 640px) 100vw, (max-width: 1024px) 50vw, 33vw\" srcset=\"/_next/image?url=https%3A%2F%2Fdqpcjghenxt8u.cloudfront.net%2Fpage-assets%2Fhomepage-assist%2Fcustomer-grid-2.jpg&w=128&q=75 128w, /_next/image?url=https%3A%2F%2Fdqpcjghenxt8u.cloudfront.net%2Fpa..."
}
],
"possibleDialogs": [
"<a href=\"#main-content\" class=\"!fixed z-modal sr-only focus:not-sr-only\">Skip to main content</a>"
],
"score": 80,
"weight": 10
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 83/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
Entity or definition gaps: software, better, want, ship, platform, trust.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
83/100
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 83/100 and needs improvement.
Evidence
{
"title": "Retool | Build internal software better, with AI.",
"h1": "Build how you want.Ship on a platform you can trust.",
"description": "Build, deploy, and manage internal tools with Retool's unified engine. Connect to any database, API, or LLM. Leverage AI throughout your business.",
"topicOverlap": 0.3333333333333333,
"definitionCount": 5,
"topicTerms": [
"retool",
"build",
"internal",
"software",
"better",
"want",
"ship",
"platform",
"trust"
],
"descriptionTerms": [
"build",
"deploy",
"manage",
"internal",
"tools",
"retool",
"unified",
"engine",
"connect",
"any",
"database",
"api",
"llm",
"leverage",
"throughout",
"business"
],
"missingFromDescription": [
"software",
"better",
"want",
"ship",
"platform",
"trust"
],
"score": 83,
"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.
Needs attention
AEO: Answer intent coverage
Issue
Missing likely AI Overview intent sections: what, cost, compare.
Details
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "AI made building easy.Retool makes it safe.",
"html": "<h2 aria-label=\"AI made building easy. Retool makes it safe.\" class=\"headline-sm text-pretty md:headline-md lg:headline-lg xl:headline-xl\"><span aria-hidden=\"true\" class=\"ShimmerHeadline-module__Y6xtkW__line pb-1.5\" style=\"background-position:100% 50%\">AI made building easy.</span><span aria-hidden=\"true\" class=\"ShimmerHeadline-module__Y6xtkW__line pb-1.5\" style=\"background-position:100% 50%\">Retool makes it safe.</span></h2>"
},
{
"text": "Ship your idea today",
"html": "<h2 class=\"headline-md sm:headline-lg text-pretty text-center text-surface-text-primary max-w-160\">Ship your idea today</h2>"
},
{
"text": "For how your teams actually work",
"html": "<h2 class=\"text-surface-text-primary text-pretty headline-sm lg:headline-md\" data-length=\"32\">For how your teams actually work</h2>"
},
{
"text": "Made for, and trusted by, businesses of all sizes",
"html": "<h2 class=\"text-surface-text-primary text-pretty headline-sm lg:headline-md\" data-length=\"49\">Made for, and trusted by, businesses of all sizes</h2>"
},
{
"text": "Why enterprises choose Retool",
"html": "<h2 class=\"text-surface-text-primary text-pretty headline-md\" data-length=\"29\">Why enterprises choose Retool</h2>"
},
{
"text": "Get the latest from Retool",
"html": "<h2 class=\"headline-xs grid-start-inner col-end-20 col-span-8 lg:col-start-2\">Get the latest from Retool</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Retool?",
"pattern": {}
},
{
"id": "how",
"label": "How does Retool work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Retool?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Retool free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Retool compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Retool?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Retool free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Retool compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"weight": 8
}Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Informational
Agent Ease of UseAPIEmerging recommendation
AI context endpoint
AI context endpoint is informational for this page.
Needs attention
AI context endpoint
Issue
AI context endpoint is informational for this page.
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "AI context endpoint was not found at the expected path.",
"howToFix": "Publish a concise JSON or Markdown AI context endpoint describing the product, public actions, and machine-readable resources."
}
]
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Informational
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Query intent coverage
AIO: Query intent coverage is informational for this page.
Needs attention
AIO: Query intent coverage
Issue
Missing likely AI Overview intent sections: what, cost, compare.
Details
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "AI made building easy.Retool makes it safe.",
"html": "<h2 aria-label=\"AI made building easy. Retool makes it safe.\" class=\"headline-sm text-pretty md:headline-md lg:headline-lg xl:headline-xl\"><span aria-hidden=\"true\" class=\"ShimmerHeadline-module__Y6xtkW__line pb-1.5\" style=\"background-position:100% 50%\">AI made building easy.</span><span aria-hidden=\"true\" class=\"ShimmerHeadline-module__Y6xtkW__line pb-1.5\" style=\"background-position:100% 50%\">Retool makes it safe.</span></h2>"
},
{
"text": "Ship your idea today",
"html": "<h2 class=\"headline-md sm:headline-lg text-pretty text-center text-surface-text-primary max-w-160\">Ship your idea today</h2>"
},
{
"text": "For how your teams actually work",
"html": "<h2 class=\"text-surface-text-primary text-pretty headline-sm lg:headline-md\" data-length=\"32\">For how your teams actually work</h2>"
},
{
"text": "Made for, and trusted by, businesses of all sizes",
"html": "<h2 class=\"text-surface-text-primary text-pretty headline-sm lg:headline-md\" data-length=\"49\">Made for, and trusted by, businesses of all sizes</h2>"
},
{
"text": "Why enterprises choose Retool",
"html": "<h2 class=\"text-surface-text-primary text-pretty headline-md\" data-length=\"29\">Why enterprises choose Retool</h2>"
},
{
"text": "Get the latest from Retool",
"html": "<h2 class=\"headline-xs grid-start-inner col-end-20 col-span-8 lg:col-start-2\">Get the latest from Retool</h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Retool?",
"pattern": {}
},
{
"id": "how",
"label": "How does Retool work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Retool?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Retool free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Retool compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "what",
"label": "What is Retool?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Retool free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Retool compare with alternatives?",
"pattern": {}
}
],
"score": 70,
"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.
Needs attention
IndexNow key
Issue
IndexNow key is informational for this page.
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEstablished
OAuth / OIDC discovery
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Needs attention
OAuth / OIDC discovery
Issue
OAuth / OIDC discovery was not found at the expected path.
Why it matters
OAuth and OIDC discovery let agents find authorization, token, and key endpoints programmatically instead of relying on human documentation.
Check name
OAuth / OIDC discovery
Score
0/100
Status
informational
Category
Auth
Maturity
Established
Goal
Publish OAuth/OIDC discovery metadata so agents can authenticate with your APIs.
Result
OAuth / OIDC discovery has an informational finding because the page appears to support authentication.
Validation steps
Fetch to find resource
OAuth / OIDC discovery was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/openid-configuration",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
},
{
"path": "/.well-known/oauth-authorization-server",
"statusCode": 404,
"contentType": "text/html; charset=utf-8",
"length": 91735
}
]
},
"issue": "OAuth / OIDC discovery was not found at the expected path.",
"howToFix": "Publish valid OAuth/OIDC metadata only when the site actually supports OAuth/OIDC. Otherwise omit provider discovery and document any unauthenticated public APIs separately."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Informational
Agent Ease of UseAuthEmerging recommendation
OAuth Protected Resource
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Needs attention
OAuth Protected Resource
Issue
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Why it matters
Protected Resource metadata tells agents which authorization servers protect an API and how to connect authentication challenges to the right resource.
Check name
OAuth Protected Resource
Score
0/100
Status
informational
Category
Auth
Maturity
Emerging recommendation
Goal
Publish OAuth Protected Resource Metadata so agents can discover how to authenticate.
Result
OAuth Protected Resource has an informational finding because the page appears to support authentication.
Validation steps
Fetch protected resource metadata
The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.
Validate protected resource metadata
Response is not valid JSON.
Validate protected resource identity
Protected resource metadata `resource` did not match the resource identifier used to retrieve it.
Probe protected API Bearer challenge
No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch protected resource metadata",
"status": "fail",
"evidence": {
"path": "/.well-known/oauth-protected-resource",
"statusCode": 404,
"contentType": "text/html; charset=utf-8"
},
"issue": "The OAuth Protected Resource metadata endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/oauth-protected-resource JSON."
},
{
"id": "metadata",
"title": "Validate protected resource metadata",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\" class=\"dark scroll-pt-nav-offset\"><head><meta charSet=\"utf-8\"/><meta name=\"viewport\" content=\"width=device-width, initial-scale=1\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/15-g0uns6r6lu.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0znrlfd1l3fxl.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/124e9qdbm.htd.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/0w2ar6r_7wm3k.css\" data-precedence=\"next\"/><link rel=\"stylesheet\" href=\"/_next/static/chunks/07uqzcimvn.u8.css\" data-precedence=\"next\"/><link rel=\"preload\" as=\"script\" fetchPriority=\"low\" href=\"/_next/static/chunks/151.k13zp.-h1.js\"/><script src=\"/_next/static/chunks/0yg4-hj~uw9jh.js\" async=\"\"></script><scr"
},
"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://retool.com"
},
"issue": "Protected resource metadata `resource` did not match the resource identifier used to retrieve it.",
"howToFix": "Set `resource` to the origin/resource identifier represented by /.well-known/oauth-protected-resource."
},
{
"id": "protected-route-challenge",
"title": "Probe protected API Bearer challenge",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/admin/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://retool.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/admin/summary",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://retool.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
},
{
"path": "/api/scans",
"statusCode": 404,
"wwwAuthenticate": {
"valid": false,
"present": false
},
"expectedMetadataUrl": "https://retool.com/.well-known/oauth-protected-resource",
"metadataUrlMatches": true,
"resourceMatchesRequestContext": true
}
]
},
"issue": "No protected route with a 401 Bearer challenge was detected; metadata alone does not prove a protected resource.",
"howToFix": "When this site exposes bearer-protected APIs, return 401 with WWW-Authenticate: Bearer and link resource_metadata."
}
],
"authApplicability": {
"supportsAuth": true,
"score": 6,
"signals": [
{
"source": "link:href",
"weight": 3,
"match": "auth link"
},
{
"source": "visible-text",
"weight": 3,
"match": "sign in"
}
]
},
"resourceFetchSucceeded": false
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
50 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
Evidence
{
"description": "Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)"
}Performance and AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
50 Fail
Performance and AccessibilityBest PracticesBrowser audit
Uses deprecated APIs
Check name
Uses deprecated APIs
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Estimated savings
1 warning found
Fix guidance
Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/).
Evidence
{
"displayValue": "1 warning found",
"description": "Deprecated APIs will eventually be removed from the browser. [Learn more about deprecated APIs](https://developer.chrome.com/docs/lighthouse/best-practices/deprecations/)."
}Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
33 Fail
Performance and AccessibilityPerformanceBrowser audit
Reduce JavaScript execution time
Check name
Reduce JavaScript execution time
Score
0/100
Status
fail
Device
desktop
Category
Performance
Estimated savings
89.1 s
Fix guidance
Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "89.1 s",
"description": "Consider reducing the time spent parsing, compiling, and executing JS. You may find delivering smaller JS payloads helps with this. [Learn how to reduce Javascript execution time](https://developer.chrome.com/docs/lighthouse/performance/bootup-time/).",
"numericValue": 89095.10000000047
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
23 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
Check name
Loading performance
Score
30/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped loading performance checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "first-contentful-paint",
"title": "First Contentful Paint",
"score": 35,
"displayValue": "1.9 s",
"numericValue": 1879.878
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 0,
"displayValue": "39.2 s",
"numericValue": 39199.210449999984
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 0,
"displayValue": "33.4 s",
"numericValue": 33350.365990766426
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 0,
"displayValue": "88,930 ms",
"numericValue": 88934.8684
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 0,
"displayValue": "8,300 ms",
"numericValue": 8303
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10 ms",
"numericValue": 14.337
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 0,
"displayValue": "116.1 s",
"numericValue": 116116.2464
},
{
"id": "uses-rel-preconnect",
"title": "Preconnect to required origins",
"score": 100
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "260 ms",
"numericValue": 256.118
},
{
"id": "third-party-summary",
"title": "Reduce the impact of third-party code",
"score": 0,
"displayValue": "Third-party code blocked the main thread for 39,540 ms"
},
{
"id": "largest-contentful-paint-element",
"title": "Largest Contentful Paint element",
"score": 0,
"displayValue": "39,200 ms"
}
]
}Performance and AccessibilityPerformanceBrowser audit
Image optimization
8 Fail
Performance and AccessibilityPerformanceBrowser audit
Image optimization
Check name
Image optimization
Score
75/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
Review the grouped image optimization checks and improve the failing sub-checks listed in evidence.
References
https://web.dev/learn/performance/Evidence
{
"checks": [
{
"id": "image-aspect-ratio",
"title": "Displays images with correct aspect ratio",
"score": 100
},
{
"id": "uses-responsive-images",
"title": "Properly size images",
"score": 50,
"displayValue": "Est savings of 357 KiB",
"numericValue": 0
}
]
}Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 49/100 | Level 2, Agent-Limited | Current report |