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Jun 8, 2026, 6:28 PM
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SCANNED
Jun 8, 2026, 6:28:43 PMJun 8, 2026, 6:28 PM
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43/100
OVERALL SCORE
Level 2, Agent-Limited
Priority improvements needed for AI agents
- AI Discoverability 26 out of 100
- Agent Ease of Use 4 out of 100
- Security & Trust 0 out of 100
- GEO, AIO and AEO 67 out of 100
- SEO 92 out of 100
- Performance and Accessibility 71 out of 100
What AI sees of your website
Typesense | Open Source Alternative to Algolia + Pinecone
Typesense is a fast, typo-tolerant search engine optimized for instant search-as-you-type experiences and ease of use.
Next step
Turn this report into a fix workflow
26 failed checks are ready to move into MCP or CLI remediation. Generate a repair prompt, connect the scanner to your coding agent, or open the integration docs before your next rescan.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 26 | Priority fix | 5 | 17 | 1 | View details |
| Discoverability | 33 | Priority fix | 3 | 6 | 0 | View details |
| Content Readiness | 38 | Priority fix | 2 | 7 | 1 | View details |
| Bot Access Control | 0 | Priority fix | 0 | 4 | 0 | View details |
| Agent Ease of Use | 4 | Priority fix | 11 | 20 | 2 | View details |
| API | 0 | Priority fix | 0 | 6 | 0 | View details |
| Auth | Not Applicable | Not Applicable | 7 | 0 | 0 | |
| MCP | 13 | Priority fix | 0 | 6 | 2 | View details |
| Skill Discovery | 0 | Priority fix | 0 | 8 | 0 | View details |
| Agent Commerce | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| GEO, AIO and AEO | 67 | Needs work | 4 | 3 | 13 | View details |
| GEO Readiness | 79 | Mostly ready | 2 | 0 | 4 | |
| AIO Readiness | 55 | Needs work | 1 | 2 | 4 | View details |
| AEO Readiness | 66 | Needs work | 1 | 1 | 5 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| SEO | 92 | Strong | 10 | 1 | 0 | View details |
| Security & Trust | 0 | Priority fix | 4 | 5 | 0 | View details |
| Security & Trust | 0 | Priority fix | 0 | 5 | 0 | View details |
| AI Training Exposure | Not Applicable | Not Applicable | 4 | 0 | 0 | |
| Performance and Accessibility | 71 | Needs work | 20 | 3 | 1 | View details |
| Performance | 60 | Needs work | 14 | 2 | 1 | View details |
| Accessibility | 92 | Strong | 6 | 1 | 0 | View details |
Prioritized recommendations
Issues ranked by score impact
48 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".
50 Fail
Needs attention
API Catalog
01
Issue
The API catalog endpoint did not return HTTP 2xx.
02
Why it matters
API catalogs help agents find service descriptions, documentation, and status resources without guessing API entry points.
Check name
API Catalog
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish an API catalog for automated API discovery using RFC 9727.
Result
API Catalog failed at "Fetch API catalog".
Validation steps
Fetch API catalog
The API catalog endpoint did not return HTTP 2xx.
Validate RFC 9727 linkset
Response is not valid JSON.
Fetch advertised API catalog targets
API Catalog did not expose any same-origin hrefs to validate.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch API catalog",
"status": "fail",
"evidence": {
"statusCode": 404,
"contentType": "text/html"
},
"issue": "The API catalog endpoint did not return HTTP 2xx.",
"howToFix": "Publish /.well-known/api-catalog."
},
{
"id": "validate",
"title": "Validate RFC 9727 linkset",
"status": "fail",
"evidence": {
"valid": false,
"compatibleContentType": false,
"issue": "Response is not valid JSON.",
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<title>Typesense | Open Source Alternative to Algolia + Pinecone</title>\n<style>*,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000"
},
"issue": "Response is not valid JSON.",
"howToFix": "Use application/linkset+json with service-desc, service-doc, and status relations that each include href."
},
{
"id": "target-validation",
"title": "Fetch advertised API catalog targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin API catalog hrefs were available to fetch."
}
]
},
"issue": "API Catalog did not expose any same-origin hrefs to validate.",
"howToFix": "Make each same-origin API catalog href reachable and serve the advertised media type."
}
]
}Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Agent Ease of UseAPIEstablished
OpenAPI discovery
OpenAPI discovery failed at "Find valid OpenAPI document".
50 Fail
Needs attention
OpenAPI discovery
01
Issue
OpenAPI YAML document did not match the expected shape. Content-Type "text/html" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
02
Why it matters
OpenAPI documents let agents understand available operations, schemas, authentication, and request formats before calling an API.
Check name
OpenAPI discovery
Score
0/100
Status
fail
Category
API
Maturity
Established
Goal
Publish a valid OpenAPI or Swagger document for API discovery.
Result
OpenAPI discovery failed at "Find valid OpenAPI document".
Validation steps
Find valid OpenAPI document
OpenAPI YAML document did not match the expected shape. Content-Type "text/html" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Find valid OpenAPI document",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/openapi.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<title>Typesense | Open Source Alternative to Algolia + Pinecone</title>\n<style>*,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000"
},
{
"path": "/openapi.yaml",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<title>Typesense | Open Source Alternative to Algolia + Pinecone</title>\n<style>*,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000"
},
{
"path": "/swagger.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<title>Typesense | Open Source Alternative to Algolia + Pinecone</title>\n<style>*,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000"
},
{
"path": "/swagger.yaml",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<title>Typesense | Open Source Alternative to Algolia + Pinecone</title>\n<style>*,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000"
},
{
"path": "/api/openapi.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<title>Typesense | Open Source Alternative to Algolia + Pinecone</title>\n<style>*,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000"
},
{
"path": "/api/swagger.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<title>Typesense | Open Source Alternative to Algolia + Pinecone</title>\n<style>*,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000"
},
{
"path": "/docs/openapi.json",
"statusCode": 404,
"contentType": "text/html",
"valid": false,
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"compatibleContentType": false,
"format": "yaml",
"version": "",
"pathCount": 0,
"operationCount": 0,
"rawExcerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<title>Typesense | Open Source Alternative to Algolia + Pinecone</title>\n<style>*,:after,:before{--tw-border-spacing-x:0;--tw-border-spacing-y:0;--tw-translate-x:0;--tw-translate-y:0;--tw-rotate:0;--tw-skew-x:0;--tw-skew-y:0;--tw-scale-x:1;--tw-scale-y:1;--tw-pan-x: ;--tw-pan-y: ;--tw-pinch-zoom: ;--tw-scroll-snap-strictness:proximity;--tw-gradient-from-position: ;--tw-gradient-via-position: ;--tw-gradient-to-position: ;--tw-ordinal: ;--tw-slashed-zero: ;--tw-numeric-figure: ;--tw-numeric-spacing: ;--tw-numeric-fraction: ;--tw-ring-inset: ;--tw-ring-offset-width:0px;--tw-ring-offset-color:#fff;--tw-ring-color:rgba(59,130,246,.5);--tw-ring-offset-shadow:0 0 #0000"
}
]
},
"issue": "OpenAPI YAML document did not match the expected shape. Content-Type \"text/html\" is not a recognized type; unsupported version: ; missing info block with title and version; missing paths block; no operations found.",
"howToFix": "Publish a valid OpenAPI 3.x or Swagger 2.0 JSON/YAML document with info, paths, operations, and responses."
}
]
}AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt is missing or incomplete.
33 Fail
Needs attention
AI bot rules in robots.txt
01
Issue
No specific User-agent rules found for major AI crawlers (GPTBot, ClaudeBot, etc.) in robots.txt.
02
Why it matters
Explicit AI bot rules reduce ambiguity for crawler operators and make training, indexing, or retrieval access policy auditable.
Check name
AI bot rules in robots.txt
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Add User-agent rules for AI crawlers like GPTBot, Claude-Web, and others.
Result
AI bot rules in robots.txt is missing or incomplete.
Evidence
{
"expectedBots": [
"GPTBot",
"ChatGPT-User",
"ClaudeBot",
"Claude-Web",
"Anthropic-AI",
"Google-Extended",
"PerplexityBot",
"CCBot",
"Applebot-Extended",
"Meta-ExternalAgent",
"Bytespider",
"Amazonbot",
"Cohere-AI"
],
"configuredBots": []
}AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
AI DiscoverabilityBot Access ControlInformational
Content Signal
Content Signal is missing or incomplete.
33 Fail
Needs attention
Content Signal
01
Issue
No Content Signal found in robots.txt
02
Why it matters
Content Signal provides a machine-readable way to communicate AI usage preferences where participating crawlers look for policy.
Check name
Content Signal
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Declare AI content usage preferences with Content Signal in robots.txt.
Result
Content Signal is missing or incomplete.
Evidence
{
"signals": [],
"ai-train": false,
"search": false,
"ai-input": false
}AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
AI DiscoverabilityBot Access ControlInformational
Web Bot Auth request signing
Web Bot Auth request signing failed at "Fetch to find resource".
33 Fail
Needs attention
Web Bot Auth request signing
01
Issue
Web Bot Auth request signing was not found at the expected path.
02
Why it matters
Web Bot Auth discovery lets servers and clients find signing keys for bot identity workflows based on HTTP Message Signatures.
Check name
Web Bot Auth request signing
Score
0/100
Status
fail
Category
Bot Access Control
Maturity
Informational
Goal
Advertise HTTP Message Signatures keys when this site operates signed bot clients or supports Web Bot Auth workflows.
Result
Web Bot Auth request signing failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Web Bot Auth request signing was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/http-message-signatures-directory",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"issue": "Web Bot Auth request signing was not found at the expected path.",
"howToFix": "If publishing Web Bot Auth keys, return a JSON key directory with a non-empty keys array and the draft media type."
}
]
}Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Fetch to find resource".
25 Fail
Needs attention
A2A Agent Card
01
Issue
A2A Agent Card was not found at the expected path.
02
Why it matters
A2A Agent Cards let compatible clients discover agent skills, input and output modes, and the endpoint used to invoke those skills.
Check name
A2A Agent Card
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent card so A2A-compatible clients can discover capabilities.
Result
A2A Agent Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
A2A Agent Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-card.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/.well-known/a2a/agent-card.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/agent-card.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"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".
25 Fail
Needs attention
Agent Skills index
01
Issue
Agent Skills index was not found at the expected path.
02
Why it matters
An Agent Skills index lets clients find task-specific SKILL.md documents that describe how to use site capabilities correctly.
Check name
Agent Skills index
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish an agent skills discovery index.
Result
Agent Skills index failed at "Fetch to find resource".
Validation steps
Fetch to find resource
Agent Skills index was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent-skills/index.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/.well-known/skills/index.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"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".
25 Fail
Needs attention
agent.json
01
Issue
agent.json was not found at the expected path.
02
Why it matters
agent.json is an emerging machine-readable manifest for declaring what a website does, how agents authenticate, and which actions or protocols are available.
Check name
agent.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish the singular Agent Web Protocol agent.json manifest without confusing it with the separate agents.json directory convention.
Result
agent.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agent.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agent.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/agent.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"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".
25 Fail
Needs attention
agents.json
01
Issue
agents.json was not found at the expected path.
02
Why it matters
agents.json gives clients a simple directory of agent-facing capabilities and contacts when a site chooses to advertise them.
Check name
agents.json
Score
0/100
Status
fail
Category
Skill Discovery
Maturity
Informational
Goal
Publish an agents.json directory for agent-facing capabilities and contacts when using this convention.
Result
agents.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
agents.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/agents.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/agents.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"issue": "agents.json was not found at the expected path.",
"howToFix": "If this site uses agents.json, publish JSON with an agents array containing name and url for each agent."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
High-value schema types
High-value schema types is missing or incomplete.
25 Fail
Needs attention
High-value schema types
01
Issue
No high-value schema types (e.g. Article, Product, Service) were found.
02
Why it matters
High-value schema types tell agents whether a page is an article, product, event, service, or other actionable content type.
Check name
High-value schema types
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Use schema types that describe the page's primary content or offering.
Result
High-value schema types is missing or incomplete.
Evidence
{
"found": [],
"expected": [
"Article",
"BlogPosting",
"NewsArticle",
"Product",
"SoftwareApplication",
"FAQPage",
"LocalBusiness",
"VideoObject",
"HowTo",
"Event",
"Course",
"Review",
"Service"
],
"allTypes": []
}AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
JSON-LD present
JSON-LD present is missing or incomplete.
25 Fail
Needs attention
JSON-LD present
01
Issue
No JSON-LD blocks found.
02
Why it matters
JSON-LD is a low-friction structured data format that agents can extract without interpreting page presentation or microdata markup.
Check name
JSON-LD present
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Expose schema.org JSON-LD so AI search systems can parse page entities.
Result
JSON-LD present is missing or incomplete.
Evidence
{
"blocks": 0,
"validBlocks": 0,
"schemaContextBlocks": 0,
"errors": [],
"documents": [],
"nodes": []
}AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Link headers
Link headers failed at "Find useful Link headers".
25 Fail
Needs attention
Link headers
01
Issue
No useful agent discovery Link headers were found.
02
Why it matters
Link headers let automated clients discover API catalogs, documentation, and machine-readable alternates without parsing page markup first.
Check name
Link headers
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Include Link response headers for agent discovery using RFC 8288.
Result
Link headers failed at "Find useful Link headers".
Validation steps
Find useful Link headers
No useful agent discovery Link headers were found.
Fetch same-origin Link header targets
Link headers did not expose any same-origin targets to validate.
Evidence
{
"failedStep": "presence",
"steps": [
{
"id": "presence",
"title": "Find useful Link headers",
"status": "fail",
"evidence": {
"links": []
},
"issue": "No useful agent discovery Link headers were found.",
"howToFix": "Expose useful Link headers such as rel=\"api-catalog\", rel=\"service-doc\", and rel=\"service-desc\"."
},
{
"id": "target-validation",
"title": "Fetch same-origin Link header targets",
"status": "fail",
"evidence": {
"checked": [],
"failures": [
{
"reason": "No same-origin Link header targets were available to fetch."
}
]
},
"issue": "Link headers did not expose any same-origin targets to validate.",
"howToFix": "Make each same-origin Link href reachable and serve the advertised media type."
}
]
}AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
AI DiscoverabilityContent ReadinessEmerging recommendation
llms.txt
llms.txt failed at "Fetch to find resource".
25 Fail
Needs attention
llms.txt
01
Issue
llms.txt was not found at the expected path.
02
Why it matters
llms.txt gives language-model clients a concise, curated summary of important site context and links before they crawl broadly.
Check name
llms.txt
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Emerging recommendation
Goal
Publish llms.txt to summarize agent-readable site guidance.
Result
llms.txt failed at "Fetch to find resource".
Validation steps
Fetch to find resource
llms.txt was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/llms.txt",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/llms-full.txt",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"issue": "llms.txt was not found at the expected path.",
"howToFix": "Publish /llms.txt as Markdown with a clear title, concise site summary, and useful links for agents."
}
]
}AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Markdown negotiation
Markdown negotiation failed at "Markdown content type".
25 Fail
Needs attention
Markdown negotiation
01
Issue
Content-Type "text/html" does not indicate Markdown when requested with Accept: text/markdown.
02
Why it matters
Markdown negotiation gives agents a cleaner representation of page content while preserving normal HTML for browsers.
Check name
Markdown negotiation
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Return HTML responses as markdown when agents request it.
Result
Markdown negotiation failed at "Markdown content type".
Validation steps
Markdown content type
Content-Type "text/html" does not indicate Markdown when requested with Accept: text/markdown.
Vary: Accept header
Markdown negotiation is missing Vary: Accept; current Vary header is "Accept-Encoding".
Structured Markdown body
Markdown response is missing a heading.
Evidence
{
"failedStep": "content-type",
"steps": [
{
"id": "content-type",
"title": "Markdown content type",
"status": "fail",
"evidence": {
"statusCode": 200,
"contentType": "text/html"
},
"issue": "Content-Type \"text/html\" does not indicate Markdown when requested with Accept: text/markdown.",
"howToFix": "Return Content-Type: text/markdown; charset=utf-8 for requests with Accept: text/markdown."
},
{
"id": "vary-accept",
"title": "Vary: Accept header",
"status": "fail",
"evidence": {
"vary": "Accept-Encoding"
},
"issue": "Markdown negotiation is missing Vary: Accept; current Vary header is \"Accept-Encoding\".",
"howToFix": "Add Vary: Accept on negotiated Markdown responses so shared caches keep HTML and Markdown variants separate."
},
{
"id": "markdown-content",
"title": "Structured Markdown body",
"status": "fail",
"evidence": {
"valid": false,
"hasHeading": false,
"wordCount": 29580,
"excerpt": "<!DOCTYPE html><html lang=\"en\"><head><meta charset=\"utf-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">\n<title>Typesense | Open Source Alternative to Algolia + Pinecone</title>\n<style>*,:after,:before{--tw-border-s",
"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 UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
MCP Server Card
MCP Server Card failed at "Fetch to find resource".
25 Fail
Needs attention
MCP Server Card
01
Issue
MCP Server Card was not found at the expected path.
02
Why it matters
MCP Server Cards help agents discover server transports, capabilities, and protocol details before opening an MCP session.
Check name
MCP Server Card
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Publish an MCP Server Card for agent discovery.
Result
MCP Server Card failed at "Fetch to find resource".
Validation steps
Fetch to find resource
MCP Server Card was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/.well-known/mcp/server-cards.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"issue": "MCP Server Card was not found at the expected path.",
"howToFix": "Publish an MCP server card with valid transports and make each advertised local endpoint answer an MCP initialize request."
}
]
}Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPEmerging recommendation
mcp.json
mcp.json failed at "Fetch to find resource".
25 Fail
Needs attention
mcp.json
01
Issue
mcp.json was not found at the expected path.
02
Why it matters
MCP clients need trustworthy server metadata, protocol version, transport details, and capability hints before connecting to a remote MCP server.
Check name
mcp.json
Score
0/100
Status
fail
Category
MCP
Maturity
Emerging recommendation
Goal
Expose a stable MCP server metadata document that points agents to the site's MCP endpoint.
Result
mcp.json failed at "Fetch to find resource".
Validation steps
Fetch to find resource
mcp.json was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/.well-known/mcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/.well-known/mcp/server-card.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"issue": "mcp.json was not found at the expected path.",
"howToFix": "Publish mcp.json or an MCP server card with serverInfo, protocolVersion, transport endpoint, and capabilities."
}
]
}AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
25 Fail
AI DiscoverabilityDiscoverabilityEstablished
Organization / WebSite schema
Organization / WebSite schema is missing or incomplete.
25 Fail
Needs attention
Organization / WebSite schema
01
Issue
Neither Organization nor WebSite schema types were found in JSON-LD.
02
Why it matters
Organization and WebSite schema help agents identify the publisher, canonical site identity, logo, and related profiles for attribution.
Check name
Organization / WebSite schema
Score
0/100
Status
fail
Category
Discoverability
Maturity
Established
Goal
Identify the site owner and website entity in structured data.
Result
Organization / WebSite schema is missing or incomplete.
Evidence
{
"found": [],
"allTypes": []
}AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
AI DiscoverabilityContent ReadinessEstablished
Semantic HTML
Semantic HTML is missing or incomplete.
25 Fail
Needs attention
Semantic HTML
01
Issue
Semantic HTML is incomplete: invalid h1 (found 2); skipped heading levels; 10 links missing accessible names; 2 buttons missing accessible names.
Details
02
Why it matters
Semantic HTML gives browsers, assistive technology, search systems, and agents reliable landmarks, headings, controls, form semantics, and image context.
Check name
Semantic HTML
Score
0/100
Status
fail
Category
Content Readiness
Maturity
Established
Goal
Expose readable page structure through semantic HTML and accessible controls.
Result
Semantic HTML is missing or incomplete.
Evidence
{
"main": true,
"nav": true,
"footer": true,
"meaningfulH1": false,
"headingOrder": false,
"accessibleLinks": false,
"accessibleButtons": false,
"imageAltCoverage": true,
"formAutocompleteCoverage": true,
"details": {
"inaccessibleLinks": [
"<a href=\"http://tastykitchen.com/recipes/main-courses/ham-and-pineapple-pizza-with-coconut-sauce/\" target=\"_blank\" class=\"rounded-lg bg-bg p-2\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\" viewBox=\"0 0 12 12\" class=\"external-link-icon size-3\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"m6.5 5.5 4.1-4.1M11 3.4V1H8.6M5.5 1h-1C2 1 1 2 1 4.5v3C1 10 2 11 4.5 11h3C10 11 11 10 11 7.5v-1\"/></svg></a>",
"<a href=\"http://www.kraftrecipes.com/recipes/habanero-pineapple-pizza-179825.aspx\" target=\"_blank\" class=\"rounded-lg bg-bg p-2\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\" viewBox=\"0 0 12 12\" class=\"external-link-icon size-3\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"m6.5 5.5 4.1-4.1M11 3.4V1H8.6M5.5 1h-1C2 1 1 2 1 4.5v3C1 10 2 11 4.5 11h3C10 11 11 10 11 7.5v-1\"/></svg></a>",
"<a href=\"http://www.kraftrecipes.com/recipes/ham-pineapple-pizza-70406.aspx\" target=\"_blank\" class=\"rounded-lg bg-bg p-2\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\" viewBox=\"0 0 12 12\" class=\"external-link-icon size-3\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"m6.5 5.5 4.1-4.1M11 3.4V1H8.6M5.5 1h-1C2 1 1 2 1 4.5v3C1 10 2 11 4.5 11h3C10 11 11 10 11 7.5v-1\"/></svg></a>",
"<a href=\"http://tastykitchen.com/recipes/main-courses/ham-and-pineapple-pizza/\" target=\"_blank\" class=\"rounded-lg bg-bg p-2\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\" viewBox=\"0 0 12 12\" class=\"external-link-icon size-3\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"m6.5 5.5 4.1-4.1M11 3.4V1H8.6M5.5 1h-1C2 1 1 2 1 4.5v3C1 10 2 11 4.5 11h3C10 11 11 10 11 7.5v-1\"/></svg></a>",
"<a href=\"http://cookpad.com/us/recipes/335924-pineapple-pizza-burger\" target=\"_blank\" class=\"rounded-lg bg-bg p-2\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\" viewBox=\"0 0 12 12\" class=\"external-link-icon size-3\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"m6.5 5.5 4.1-4.1M11 3.4V1H8.6M5.5 1h-1C2 1 1 2 1 4.5v3C1 10 2 11 4.5 11h3C10 11 11 10 11 7.5v-1\"/></svg></a>",
"<a href=\"http://cookpad.com/us/recipes/337420-easy-pepperoni-pineapple-pizza-bread-burgers\" target=\"_blank\" class=\"rounded-lg bg-bg p-2\"><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\" viewBox=\"0 0 12 12\" class=\"external-link-icon size-3\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"m6.5 5.5 4.1-4.1M11 3.4V1H8.6M5.5 1h-1C2 1 1 2 1 4.5v3C1 10 2 11 4.5 11h3C10 11 11 10 11 7.5v-1\"/></svg></a>",
"<a href=\"https://github.com/typesense\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"bg-muted hover:bg-muted/50 flex size-[40px] items-center justify-center rounded-full text-black transition-colors duration-200 hover:text-black/70\" data-v-99e01e69><!--[--><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" fill=\"none\" data-v-99e01e69=\"\"><g clip-path=\"url(#a)\"><path fill=\"currentColor\" d=\"M8.999.187C4.029.187 0 4.233 0 9.223a9.035 9.035 0 0 0 6.156 8.574c.45.083.614-.196.614-.435 0",
"<a href=\"https://www.linkedin.com/company/typesense/\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"bg-muted hover:bg-muted/50 flex size-[40px] items-center justify-center rounded-full text-black transition-colors duration-200 hover:text-black/70\" data-v-99e01e69><!--[--><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" fill=\"none\" data-v-99e01e69=\"\"><g clip-path=\"url(#a)\"><path fill=\"currentColor\" d=\"M15.546 0H2.455A2.455 2.455 0 0 0 0 2.455v13.09A2.455 2.455 0 0 0 2.455 18h13.0",
"<a href=\"https://x.com/typesense\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"bg-muted hover:bg-muted/50 flex size-[40px] items-center justify-center rounded-full text-black transition-colors duration-200 hover:text-black/70\" data-v-99e01e69><!--[--><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\" data-v-99e01e69=\"\"><g clip-path=\"url(#a)\"><path fill=\"currentColor\" d=\"M9.49 6.775 15.317 0h-1.381L8.876 5.883 4.834 0H.172l6.112 8.895L.172 16h1.381l5.344-6.212L11.166 1",
"<a href=\"https://typesense.link/slack-community\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"bg-secondary hover:bg-secondary/70 flex size-[40px] items-center justify-center rounded-full text-black transition-colors duration-200 hover:text-black/70\" data-v-99e01e69><!--[--><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" fill=\"none\" data-v-99e01e69=\"\"><g fill=\"currentColor\" clip-path=\"url(#a)\"><path d=\"M6.633 9.488c-1.044 0-1.89.847-1.89 1.891v4.73a1.891 1.891 0 0 0 3.78 0v-4.7"
],
"inaccessibleButtons": [
"<button data-v-19d2e087><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"24\" fill=\"none\" data-v-19d2e087=\"\"><path stroke=\"#fff\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"m9.17 14.83 5.66-5.66M14.83 14.83 9.17 9.17M9 22h6c5 0 7-2 7-7V9c0-5-2-7-7-7H9C4 2 2 4 2 9v6c0 5 2 7 7 7\"/></svg></button>",
"<button class=\"show-md\" data-v-19d2e087><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"24\" height=\"25\" fill=\"none\" data-v-19d2e087=\"\"><path stroke=\"#000\" stroke-linecap=\"round\" stroke-width=\"1.5\" d=\"M3 7.18h18M3 12.18h18M3 17.18h18\"/></svg></button>"
],
"missingAutocompleteInputs": [],
"imagesMissingAlt": [],
"skippedHeadingLevels": [
"h1: Lightning Fast, Open Source Search",
"h3: No Results Found",
"h2: The Open Source Alternative to Algolia",
"h2: The Easier-to-Use Alternative to Elasticsearch",
"h3: DockerPulls",
"h3: Typesense Cloud Searches per Month",
"h3: GithubStars",
"h2: From Scrappy Startups to Household Names",
"h2: Trusted by Teams of all Sizes",
"h2: As seen at",
"h2: Meticulously Engineered For Performance & Ease-Of-Use.",
"h2: MeticulouslyEngineered For Performance & Ease-Of-Use.",
"h3: Search As You Type",
"h3: Autocomplete",
"h3: Faceted Navigation",
"h3: Geo Search",
"h3: Fuzzy Search",
"h3: Vector Search",
"h3: Semantic Search",
"h3: Recommendations",
"h3: Built-in RAG",
"h3: Geo-Distributed Cache",
"h2: Compare Algolia vs ElasticSearch vs Meilisearch vs Typesense",
"h2: API Libraries In Your Favorite Languages",
"h2: Features you’ll Love, minus the complexity",
"h3: Typo Tolerance",
"h3: Tunable Ranking",
"h3: Synonyms",
"h3: Multi-Tenant API Keys",
"h3: Dynamic Sorting",
"h3: Merchandising",
"h3: Grouping & Distinct",
"h3: Filtering & Faceting",
"h3: Geo Search",
"h3: Federated Search",
"h3: Vector & Semantic Search",
"h3: Easy High Availability",
"h3: Typesense Features",
"h3: Batteries-Included Developer Experience",
"h4: Run Typesense",
"h4: Import Your Data",
"h4: And, that's it! Search away",
"h2: Effortless Platform Integrations",
"h2: Showcase",
"h5: 32 Million Songs",
"h5: 28 Million Books",
"h5: 2 Million Recipes",
"h5: 1 Million Linux Commits",
"h5: Auto complete & auto correct",
"h5: Federated Search Experiences",
"h5: Semantic Search Experiences",
"h2: Build Snappy browsing experiences, besides just text-based search.",
"h5: E-Commerce Storefront Browsing Experiences",
"h5: Browse & Find xkcd Comics by Topic",
"h5: E-Commerce Storefront with Next.js + Typesense",
"h5: AirBnB Browsing Experience with 1M listings",
"h2: Build Powerful Search Interfaces",
"h2: Backed byresponsive support",
"h4: Priority Support",
"h4: Priority Support",
"h4: Github",
"h4: Github",
"h4: Slack",
"h4: Slack",
"h2: What People Say about Typesense",
"h1: Lightning-Fast Open Source Search",
"h5: Typesense, Inc.",
"h5: Pages",
"h5: Libraries",
"h5: Support"
]
},
"counts": {
"h1": 2,
"headings": 70,
"links": 142,
"inaccessibleLinks": 10,
"buttons": 21,
"inaccessibleButtons": 2,
"images": 115,
"imagesWithAlt": 115,
"autocompleteInputs": 1,
"inputsWithAutocomplete": 1,
"missingAutocompleteInputs": 0
}
}Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Agent Ease of UseMCPInformational
WebMCP manifest
WebMCP manifest failed at "Fetch to find resource".
25 Fail
Needs attention
WebMCP manifest
01
Issue
WebMCP manifest was not found at the expected path.
02
Why it matters
A WebMCP manifest advertises browser-exposed tools declaratively so agents can understand available site actions before invoking them.
Check name
WebMCP manifest
Score
0/100
Status
fail
Category
MCP
Maturity
Informational
Goal
Publish a WebMCP manifest for declarative browser tool discovery when using the draft manifest convention.
Result
WebMCP manifest failed at "Fetch to find resource".
Validation steps
Fetch to find resource
WebMCP manifest was not found at the expected path.
Evidence
{
"failedStep": "fetch",
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "fail",
"evidence": {
"checked": [
{
"path": "/.well-known/webmcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/webmcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/mcp.json",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"issue": "WebMCP manifest was not found at the expected path.",
"howToFix": "Keep declarative WebMCP manifest discovery informational until the manifest shape stabilizes; validate tools if you publish one."
}
]
}Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
20 Fail
Security & TrustSecurity & TrustEstablished
Content-Security-Policy
Content-Security-Policy is missing or incomplete.
20 Fail
Needs attention
Content-Security-Policy
01
Issue
Content-Security-Policy is missing or incomplete.
02
Why it matters
Content Security Policy limits where scripts, styles, frames, and connections can load from, reducing the impact of injection bugs.
Check name
Content-Security-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Constrain script, style, frame, and resource loading with a Content-Security-Policy header.
Result
Content-Security-Policy is missing or incomplete.
Evidence
{
"header": "content-security-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
20 Fail
Security & TrustSecurity & TrustEstablished
Frame protection
Frame protection is missing or incomplete.
20 Fail
Needs attention
Frame protection
01
Issue
Frame protection is missing or incomplete.
02
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
HSTS header
HSTS header is missing or incomplete.
20 Fail
Security & TrustSecurity & TrustEstablished
HSTS header
HSTS header is missing or incomplete.
20 Fail
Needs attention
HSTS header
01
Issue
HSTS header is missing or incomplete.
02
Why it matters
HSTS tells browsers to keep using HTTPS after the first secure visit, reducing downgrade and mixed-transport risk for repeat users.
Check name
HSTS header
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Require HTTPS for repeat visits with Strict-Transport-Security.
Result
HSTS header is missing or incomplete.
Evidence
{
"header": "strict-transport-security",
"value": null
}Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
20 Fail
Security & TrustSecurity & TrustEstablished
Referrer-Policy
Referrer-Policy is missing or incomplete.
20 Fail
Needs attention
Referrer-Policy
01
Issue
Referrer-Policy is missing or incomplete.
02
Why it matters
Referrer-Policy controls how much URL context is sent to other origins, limiting accidental leakage of paths, queries, and identifiers.
Check name
Referrer-Policy
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Limit how much referrer data leaves the site.
Result
Referrer-Policy is missing or incomplete.
Evidence
{
"header": "referrer-policy",
"value": null
}Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
20 Fail
Security & TrustSecurity & TrustEstablished
X-Content-Type-Options
X-Content-Type-Options is missing or incomplete.
20 Fail
Needs attention
X-Content-Type-Options
01
Issue
X-Content-Type-Options is missing or incomplete.
02
Why it matters
X-Content-Type-Options prevents browsers from treating mislabeled files as executable content, reducing content-sniffing attacks.
Check name
X-Content-Type-Options
Score
0/100
Status
fail
Category
Security & Trust
Maturity
Established
Goal
Prevent MIME sniffing for browser-loaded resources.
Result
X-Content-Type-Options is missing or incomplete.
Evidence
{
"header": "x-content-type-options",
"value": null
}AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
19 Warning
AI DiscoverabilityContent ReadinessEstablished
Content freshness signals
Content freshness signals is partially implemented.
19 Warning
Needs attention
Content freshness signals
01
Issue
Content freshness signals are incomplete: missing dateModified/datePublished in JSON-LD; missing meta or <time> freshness tags.
02
Why it matters
Freshness signals help agents decide whether content is current enough to cite, summarize, or compare against newer sources.
Check name
Content freshness signals
Score
25/100
Status
warning
Category
Content Readiness
Maturity
Established
Goal
Expose modified and published dates for freshness-aware retrieval and ranking.
Result
Content freshness signals is partially implemented.
Evidence
{
"lastModified": "Fri, 17 Apr 2026 20:20:14 GMT",
"schemaDates": [],
"metaDateCount": 0,
"timeDateCount": 0
}Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Agent Ease of UseMCPInformational
WebMCP
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
13 Warning
Needs attention
WebMCP
01
Issue
WebMCP declarative annotations need fixes.
Details
02
Why it matters
WebMCP can expose page context and actions directly through the browser, giving agents safer structured hooks than screen scraping alone.
Check name
WebMCP
Score
50/100
Status
warning
Category
MCP
Maturity
Informational
Goal
Support WebMCP to expose site tools to AI agents via the browser.
Result
WebMCP has a validation warning at "Validate WebMCP declarative annotation quality".
Validation steps
Detect data-mcp-tool annotations
No data-mcp-tool attributes were found on interactive elements.
Detect WebMCP declarative tags
No elements found with tool-name or tool-description attributes.
Validate WebMCP declarative annotation quality
WebMCP declarative annotations need fixes.
WebMCP declarative annotation issues
<input> is missing a name attribute.<input> is missing tool-param-description.
Detect WebMCP imperative API usage
navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.
Detect WebMCP browser navigator injection
navigator.modelContext was not detected in the rendered browser page.
Interactive surface coverage
Only 0% of interactive surfaces are annotated.
Evidence
{
"failedStep": "declarative-annotation-quality",
"steps": [
{
"id": "data-mcp-tool-attributes",
"title": "Detect data-mcp-tool annotations",
"status": "informational",
"evidence": {
"dataMcpToolCount": 0,
"dataMcpTools": []
},
"issue": "No data-mcp-tool attributes were found on interactive elements.",
"howToFix": "Add data-mcp-tool attributes to high-value forms, buttons, and links so generic MCP-aware tooling can identify intended actions."
},
{
"id": "declarative-tags",
"title": "Detect WebMCP declarative tags",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 164,
"interactiveWithTags": 0,
"totalCount": 165,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "No elements found with tool-name or tool-description attributes.",
"howToFix": "Add tool-name and tool-description attributes to forms and interactive elements."
},
{
"id": "declarative-annotation-quality",
"title": "Validate WebMCP declarative annotation quality",
"status": "warning",
"evidence": {
"issueCount": 2,
"issues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "WebMCP declarative annotations need fixes.",
"issueDetails": [
{
"title": "WebMCP declarative annotation issues",
"items": [
{
"type": "code",
"value": "<input> is missing a name attribute."
},
{
"type": "code",
"value": "<input> is missing tool-param-description."
}
]
}
],
"howToFix": "Use snake_case tool-name values, descriptive tool-description values, named and labeled fields, and tool-param-description on inputs."
},
{
"id": "imperative-api",
"title": "Detect WebMCP imperative API usage",
"status": "informational",
"evidence": {
"staticSignals": {
"detected": false,
"matched": []
},
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext.provideContext(), navigator.modelContext.registerTool(), or other imperative signals were not detected in rendered browser state.",
"howToFix": "Use navigator.modelContext.provideContext() to register tools programmatically."
},
{
"id": "browser-navigator-injection",
"title": "Detect WebMCP browser navigator injection",
"status": "informational",
"evidence": {
"browser": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
},
"issue": "navigator.modelContext was not detected in the rendered browser page.",
"howToFix": "Expose WebMCP through navigator.modelContext in the browser runtime when the page is intended to provide in-page tools."
},
{
"id": "surface-coverage",
"title": "Interactive surface coverage",
"status": "informational",
"evidence": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 164,
"interactiveWithTags": 0,
"totalCount": 165,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"issue": "Only 0% of interactive surfaces are annotated.",
"howToFix": "Add WebMCP annotations to all forms and interactive elements to increase agent coverage."
}
],
"staticSignals": {
"detected": false,
"matched": []
},
"coverage": {
"totalForms": 1,
"formsWithTags": 0,
"totalInteractive": 164,
"interactiveWithTags": 0,
"totalCount": 165,
"taggedCount": 0,
"dataMcpToolCount": 0,
"dataMcpTools": [],
"coverage": 0,
"annotationIssues": [
"<input> is missing a name attribute.",
"<input> is missing tool-param-description."
]
},
"browserWebMcp": {
"checked": true,
"detected": false,
"hasNavigatorModelContext": false,
"modelContextType": "undefined",
"hasProvideContext": false,
"hasRegisterTool": false
}
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
7 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Visible structured data match
AIO: Visible structured data match scored 0/100 and needs a fix.
7 Fail
Needs attention
AIO: Visible structured data match
01
Issue
No JSON-LD structured data was detected.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Visible structured data match
Score
0/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Visible structured data match scored 0/100 and needs a fix.
Evidence
{
"schemaCount": 0,
"mismatches": [],
"score": 0,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer evidence and trust
AEO: Answer evidence and trust scored 40/100 and needs a fix.
5 Fail
Needs attention
AEO: Answer evidence and trust
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer evidence and trust
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer evidence and trust scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a href=\"/about\" class=\"whitespace-nowrap text-sm max-[886px]:text-xs\" data-v-19d2e087><!--[-->About<!--]--></a>"
},
{
"href": "/about",
"text": "Our Mission",
"html": "<a href=\"/about\" class data-v-767555b5><!--[--><button class=\"flex items-center gap-2 rounded-full px-6 py-2 text-base font-semibold tracking-[-0.32px] shadow-[-4px_4px_0px_0px] shadow-dark-bg max-md:px-4 max-md:py-2.5 max-sm:text-sm bg-bg text-text-primary hidden max-sm:flex\"><!--[-->Our Mission <!--]--> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" d=\"M9.62 12.547 1..."
},
{
"href": "/about",
"text": "Our Mission",
"html": "<a href=\"/about\" class data-v-767555b5><!--[--><button class=\"flex items-center gap-2 rounded-full px-6 py-2 text-base font-semibold tracking-[-0.32px] shadow-[-4px_4px_0px_0px] shadow-dark-bg max-md:px-4 max-md:py-2.5 max-sm:text-sm bg-bg text-text-primary\"><!--[-->Our Mission <!--]--> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" d=\"M9.62 12.547 13.665 8.5 9.619 4.4..."
},
{
"href": "/about",
"text": "About",
"html": "<a href=\"/about\" class=\"relative after:absolute after:bottom-[-1px] after:left-0 after:h-[3px] after:w-0 after:bg-secondary after:transition-all after:duration-200 hover:text-text-primary hover:after:w-full\" data-v-99e01e69><!--[-->About<!--]--></a>"
},
{
"href": "https://www.linkedin.com/company/typesense/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/typesense/\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"bg-muted hover:bg-muted/50 flex size-[40px] items-center justify-center rounded-full text-black transition-colors duration-200 hover:text-black/70\" data-v-99e01e69><!--[--><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" fill=\"none\" data-v-99e01e69=\"\"><g clip-path=\"url(#a)\"><path fill=\"currentColor\" d=\"M15.546 0H2.455A2.455 2.455 0 0 0 0 2.455v13.09A2.455 2.455 0 0 0 2.455 18h1..."
}
],
"contactLinks": [
{
"href": "/support",
"text": "Support",
"html": "<a href=\"/support\" class=\"whitespace-nowrap text-sm max-[886px]:text-xs\" data-v-19d2e087><!--[-->Support<!--]--></a>"
},
{
"href": "/support",
"text": "Learn More",
"html": "<a href=\"/support\" class data-v-6117bb58><!--[--><button class=\"flex items-center gap-2 rounded-full px-6 py-2 text-base font-semibold tracking-[-0.32px] shadow-[-4px_4px_0px_0px] shadow-dark-bg max-md:px-4 max-md:py-2.5 max-sm:text-sm bg-bg text-text-primary\"><!--[-->Learn More <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\" data-v-6117bb58=\"\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" d=\"M9.62 12.547 13.665 8...."
},
{
"href": "mailto:[email protected]",
"text": "[email protected]",
"html": "<a href=\"mailto:[email protected]\" target=\"_blank\" class=\"transition-colors duration-200 hover:text-text-primary\" data-v-99e01e69>[email protected]</a>"
},
{
"href": "/support",
"text": "Prioritized Support",
"html": "<a href=\"/support\" class=\"relative after:absolute after:bottom-[-1px] after:left-0 after:h-[3px] after:w-0 after:bg-secondary after:transition-all after:duration-200 hover:text-text-primary hover:after:w-full\" data-v-99e01e69><!--[-->Prioritized Support<!--]--></a>"
}
],
"privacyLinks": [
{
"href": "https://typesense.org/docs/latest/api/synonyms.html",
"text": "SynonymsBanish “pants vs. trousers” confusion. Map related terms so users always find what they’re after.",
"html": "<a href=\"https://typesense.org/docs/latest/api/synonyms.html\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"h-full\" data-v-26c00f95><!--[--><div class=\"grid h-[140px] place-items-center rounded-2xl bg-bg-gray-2 max-sm:h-[85px] max-sm:rounded-lg !h-full p-4 max-sm:bg-bg max-sm:p-0.5 max-sm:pb-2.5 max-sm:shadow-[-4px_4px_16px_0px_rgba(0,_0,_0,_0.07)]\" data-v-26c00f95><!--[--><div class=\"flex h-full w-full flex-col\" data-v-26c00f95><div class=\"relative aspect-[40/17] overflow-hidden max-sm:as..."
}
],
"score": 40,
"weight": 22
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
5 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Source and trust signals
AIO: Source and trust signals scored 40/100 and needs a fix.
5 Fail
Needs attention
AIO: Source and trust signals
01
Issue
Missing AIO trust signals: author, publisher, freshnessDate.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Source and trust signals
Score
40/100
Status
fail
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Source and trust signals scored 40/100 and needs a fix.
Evidence
{
"signals": {
"author": false,
"publisher": false,
"freshnessDate": false,
"aboutOrContact": true,
"policyLinks": true
},
"missing": [
"author",
"publisher",
"freshnessDate"
],
"authorMeta": "",
"schemaAuthors": [],
"schemaPublishers": [],
"schemaDates": [],
"visibleDates": [],
"aboutLinks": [
{
"href": "/about",
"text": "About",
"html": "<a href=\"/about\" class=\"whitespace-nowrap text-sm max-[886px]:text-xs\" data-v-19d2e087><!--[-->About<!--]--></a>"
},
{
"href": "/about",
"text": "Our Mission",
"html": "<a href=\"/about\" class data-v-767555b5><!--[--><button class=\"flex items-center gap-2 rounded-full px-6 py-2 text-base font-semibold tracking-[-0.32px] shadow-[-4px_4px_0px_0px] shadow-dark-bg max-md:px-4 max-md:py-2.5 max-sm:text-sm bg-bg text-text-primary hidden max-sm:flex\"><!--[-->Our Mission <!--]--> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" d=\"M9.62 12.547 1..."
},
{
"href": "/about",
"text": "Our Mission",
"html": "<a href=\"/about\" class data-v-767555b5><!--[--><button class=\"flex items-center gap-2 rounded-full px-6 py-2 text-base font-semibold tracking-[-0.32px] shadow-[-4px_4px_0px_0px] shadow-dark-bg max-md:px-4 max-md:py-2.5 max-sm:text-sm bg-bg text-text-primary\"><!--[-->Our Mission <!--]--> <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" d=\"M9.62 12.547 13.665 8.5 9.619 4.4..."
},
{
"href": "/about",
"text": "About",
"html": "<a href=\"/about\" class=\"relative after:absolute after:bottom-[-1px] after:left-0 after:h-[3px] after:w-0 after:bg-secondary after:transition-all after:duration-200 hover:text-text-primary hover:after:w-full\" data-v-99e01e69><!--[-->About<!--]--></a>"
},
{
"href": "https://www.linkedin.com/company/typesense/",
"text": "",
"html": "<a href=\"https://www.linkedin.com/company/typesense/\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"bg-muted hover:bg-muted/50 flex size-[40px] items-center justify-center rounded-full text-black transition-colors duration-200 hover:text-black/70\" data-v-99e01e69><!--[--><svg xmlns=\"http://www.w3.org/2000/svg\" width=\"18\" height=\"18\" fill=\"none\" data-v-99e01e69=\"\"><g clip-path=\"url(#a)\"><path fill=\"currentColor\" d=\"M15.546 0H2.455A2.455 2.455 0 0 0 0 2.455v13.09A2.455 2.455 0 0 0 2.455 18h1..."
}
],
"contactLinks": [
{
"href": "/support",
"text": "Support",
"html": "<a href=\"/support\" class=\"whitespace-nowrap text-sm max-[886px]:text-xs\" data-v-19d2e087><!--[-->Support<!--]--></a>"
},
{
"href": "/support",
"text": "Learn More",
"html": "<a href=\"/support\" class data-v-6117bb58><!--[--><button class=\"flex items-center gap-2 rounded-full px-6 py-2 text-base font-semibold tracking-[-0.32px] shadow-[-4px_4px_0px_0px] shadow-dark-bg max-md:px-4 max-md:py-2.5 max-sm:text-sm bg-bg text-text-primary\"><!--[-->Learn More <svg xmlns=\"http://www.w3.org/2000/svg\" width=\"16\" height=\"16\" fill=\"none\" data-v-6117bb58=\"\"><path stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-miterlimit=\"10\" d=\"M9.62 12.547 13.665 8...."
},
{
"href": "mailto:[email protected]",
"text": "[email protected]",
"html": "<a href=\"mailto:[email protected]\" target=\"_blank\" class=\"transition-colors duration-200 hover:text-text-primary\" data-v-99e01e69>[email protected]</a>"
},
{
"href": "/support",
"text": "Prioritized Support",
"html": "<a href=\"/support\" class=\"relative after:absolute after:bottom-[-1px] after:left-0 after:h-[3px] after:w-0 after:bg-secondary after:transition-all after:duration-200 hover:text-text-primary hover:after:w-full\" data-v-99e01e69><!--[-->Prioritized Support<!--]--></a>"
}
],
"privacyLinks": [
{
"href": "https://typesense.org/docs/latest/api/synonyms.html",
"text": "SynonymsBanish “pants vs. trousers” confusion. Map related terms so users always find what they’re after.",
"html": "<a href=\"https://typesense.org/docs/latest/api/synonyms.html\" target=\"_blank\" rel=\"noopener noreferrer\" class=\"h-full\" data-v-26c00f95><!--[--><div class=\"grid h-[140px] place-items-center rounded-2xl bg-bg-gray-2 max-sm:h-[85px] max-sm:rounded-lg !h-full p-4 max-sm:bg-bg max-sm:p-0.5 max-sm:pb-2.5 max-sm:shadow-[-4px_4px_16px_0px_rgba(0,_0,_0,_0.07)]\" data-v-26c00f95><!--[--><div class=\"flex h-full w-full flex-col\" data-v-26c00f95><div class=\"relative aspect-[40/17] overflow-hidden max-sm:as..."
}
],
"score": 40,
"weight": 20
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
GEO: Extraction-friendly structure
GEO: Extraction-friendly structure scored 65/100 and needs improvement.
4 Warning
Needs attention
GEO: Extraction-friendly structure
01
Issue
Missing extraction signals: optional top summary / TL;DR / key takeaways block, optional visible FAQ or FAQPage schema, JSON-LD structured data.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Extraction-friendly structure
Score
65/100
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 65/100 and needs improvement.
Evidence
{
"hasSummary": false,
"tableCount": 1,
"tablesWithHead": 1,
"tablesMissingThead": [],
"orderedLists": 1,
"hasFaq": false,
"definitionPatterns": 7,
"schemaBlocks": 0,
"missingSignals": [
"optional top summary / TL;DR / key takeaways block",
"optional visible FAQ or FAQPage schema",
"JSON-LD structured data"
],
"score": 65,
"weight": 24
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first sections
AEO: Answer-first sections scored 65/100 and needs improvement.
4 Warning
Needs attention
AEO: Answer-first sections
01
Issue
40 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer-first sections
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer-first sections scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 44,
"passing": 4,
"failing": [
{
"heading": "No Results Found",
"headingHtml": "<h3 class=\"mb-2 mt-6 font-heading text-lg leading-[1.3] tracking-tighter\"> No Results Found </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Open Source Alternative to Algolia",
"headingHtml": "<h2 class=\"mt-4\" data-v-cdaba686> The <strong data-v-cdaba686>Open Source Alternative</strong> to Algolia </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "DockerPulls",
"headingHtml": "<h3 data-v-cdaba686>Docker<br data-v-cdaba686>Pulls</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Typesense Cloud Searches per Month",
"headingHtml": "<h3 data-v-cdaba686>Typesense Cloud <br data-v-cdaba686>Searches per Month</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "GithubStars",
"headingHtml": "<h3 data-v-cdaba686>Github<br data-v-cdaba686>Stars</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "From Scrappy Startups to Household Names",
"headingHtml": "<h2 class=\"max-sm:hidden\"> From <strong>Scrappy</strong> Startups to <strong>Household</strong> Names </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Trusted by Teams of all Sizes",
"headingHtml": "<h2 class=\"hidden max-sm:block\"> Trusted <strong>by Teams</strong><br> of all Sizes </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "As seen at",
"headingHtml": "<h2 class=\"mb-[30px] max-md:mb-6\">As seen at</h2>",
"firstParagraph": "The iconic Nasdaq billboard in New York",
"paragraphHtml": "<p class=\"text-sm text-gray-500\"> The iconic Nasdaq billboard in New York </p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Meticulously Engineered For Performance & Ease-Of-Use.",
"headingHtml": "<h2 class=\"max-sm:hidden\" data-v-767555b5> Meticulously Engineered For <br data-v-767555b5><strong data-v-767555b5>Performance</strong> & <strong data-v-767555b5>Ease-Of-Use</strong>. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Search As You Type",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Search As You Type</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Autocomplete",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Autocomplete</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Faceted Navigation",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Faceted Navigation</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Geo Search",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Geo Search</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Fuzzy Search",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Fuzzy Search</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Vector Search",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Vector Search</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Semantic Search",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Semantic Search</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Recommendations",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Recommendations</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built-in RAG",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Built-in RAG</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "API Libraries In Your Favorite Languages",
"headingHtml": "<h2><strong>API Libraries</strong> In Your<br class=\"show-sm\"> Favorite Languages </h2>",
"firstParagraph": "And if you don't find a library, reach out to us to collab on one",
"paragraphHtml": "<p class=\"subtext mb-7 max-sm:mb-6\"> And if you don't find a library, reach out to us to<br class=\"show-sm\"> collab on one </p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Features you’ll Love, minus the complexity",
"headingHtml": "<h2 data-v-26c00f95> Features <strong data-v-26c00f95>you’ll <br data-v-26c00f95>Love</strong>, minus the<br data-v-26c00f95> complexity </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Typo Tolerance",
"headingHtml": "<h3 data-v-26c00f95>Typo Tolerance</h3>",
"firstParagraph": "Spellng Mistakes? Not a problem. Typesense automatically tries to correct typos.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Spellng Mistakes? Not a problem. Typesense automatically tries to correct typos.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Tunable Ranking",
"headingHtml": "<h3 data-v-26c00f95>Tunable Ranking</h3>",
"firstParagraph": "Tailor your results to perfection via flexible and fast query-time ranking.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Tailor your results to perfection via flexible and fast query-time ranking.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Synonyms",
"headingHtml": "<h3 data-v-26c00f95>Synonyms</h3>",
"firstParagraph": "Banish “pants vs. trousers” confusion. Map related terms so users always find what they’re after.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Banish “pants vs. trousers” confusion. Map related terms so users always find what they’re after.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Multi-Tenant API Keys",
"headingHtml": "<h3 data-v-26c00f95>Multi-Tenant API Keys</h3>",
"firstParagraph": "Manage data for multiple users in a single collection, and manage aCLs for them within Typesense.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Manage data for multiple users in a single collection, and manage aCLs for them within Typesense.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Dynamic Sorting",
"headingHtml": "<h3 data-v-26c00f95>Dynamic Sorting</h3>",
"firstParagraph": "Let users reorder results on the fly at Runtime, without having to duplicate data.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Let users reorder results on the fly at Runtime, without having to duplicate data.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Merchandising",
"headingHtml": "<h3 data-v-26c00f95>Merchandising</h3>",
"firstParagraph": "Pin specific records in a particular position to feature or merchandize them.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Pin specific records in a particular position to feature or merchandize them.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Grouping & Distinct",
"headingHtml": "<h3 data-v-26c00f95>Grouping & Distinct</h3>",
"firstParagraph": "Prevent duplicate overload. Group Similar Variants and keep your Results neat and tidy.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Prevent duplicate overload. Group Similar Variants and keep your Results neat and tidy.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Filtering & Faceting",
"headingHtml": "<h3 data-v-26c00f95>Filtering & Faceting</h3>",
"firstParagraph": "Empower users to slice and dice results by Attributes. Quick and precise.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Empower users to slice and dice results by Attributes. Quick and precise.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Geo Search",
"headingHtml": "<h3 data-v-26c00f95>Geo Search</h3>",
"firstParagraph": "Serve up location-based results. Perfect for local listings, store finders, or city-specific content.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Serve up location-based results. Perfect for local listings, store finders, or city-specific content.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Federated Search",
"headingHtml": "<h3 data-v-26c00f95>Federated Search</h3>",
"firstParagraph": "Aggregate data from multiple sources into one search box. One query, many streams of information.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Aggregate data from multiple sources into one search box. One query, many streams of information.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Vector & Semantic Search",
"headingHtml": "<h3 data-v-26c00f95>Vector & Semantic Search</h3>",
"firstParagraph": "Go beyond keywords. Match the meaning behind each query and deliver eerily accurate results.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Go beyond keywords. Match the meaning behind each query and deliver eerily accurate results.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Easy High Availability",
"headingHtml": "<h3 data-v-26c00f95>Easy High Availability</h3>",
"firstParagraph": "Stay online, even when hardware hiccups happen. replication keeps your search up and running.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Stay online, even when hardware hiccups happen. replication keeps your search up and running.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Typesense Features",
"headingHtml": "<h3 class=\"!text-2xl !tracking-[-0.72px]\" data-v-26c00f95>Typesense <br data-v-26c00f95>Features</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Batteries-Included Developer Experience",
"headingHtml": "<h3 data-v-2bc2f7f3> Batteries-Included <br data-v-2bc2f7f3> Developer Experience </h3>",
"firstParagraph": "Zero to Instant-Search, in 30 seconds 🚀",
"paragraphHtml": "<p class=\"subtext\" data-v-2bc2f7f3>Zero to Instant-Search, in 30 seconds 🚀</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Effortless Platform Integrations",
"headingHtml": "<h2><strong>Effortless</strong> Platform<br> Integrations </h2>",
"firstParagraph": "CMS, E-Commerce, Dev Platforms and more. Plug and Go.",
"paragraphHtml": "<p class=\"subtext\"> CMS, E-Commerce, Dev Platforms and more.<span class=\"max-sm:hidden\"> Plug and Go.</span></p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Showcase",
"headingHtml": "<h2 data-v-5cd615f6>Showcase</h2>",
"firstParagraph": "Live Demos, with Full Source. Fork Away.",
"paragraphHtml": "<p class=\"subtext\" data-v-5cd615f6> Live Demos, with Full Source.<br data-v-5cd615f6> Fork Away. </p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Build Snappy browsing experiences, besides just text-based search.",
"headingHtml": "<h2 data-v-5cd615f6> Build Snappy <br class=\"show-sm\" data-v-5cd615f6><strong data-v-5cd615f6>browsing experiences</strong>, <br data-v-5cd615f6> besides just text-based search. </h2>",
"firstParagraph": "Compose Powerful Search & Discovery User Interfaces, quickly.",
"paragraphHtml": "<p class=\"subtext !mt-16 mb-7 max-md:!mt-2 max-md:mb-5\" data-v-5cd615f6> Compose Powerful Search & Discovery User Interfaces, quickly. </p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Build Powerful Search Interfaces",
"headingHtml": "<h2> Build <strong>Powerful</strong><br> Search Interfaces </h2>",
"firstParagraph": "Pre-built Search UI integrations",
"paragraphHtml": "<p class=\"subtext\">Pre-built Search UI integrations</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Backed byresponsive support",
"headingHtml": "<h2 data-v-6117bb58> Backed by<br data-v-6117bb58><strong data-v-6117bb58>responsive</strong><br class=\"max-lg:hidden\" data-v-6117bb58> support </h2>",
"firstParagraph": "Let us help you build a scalable and robust search experience",
"paragraphHtml": "<p class=\"subtext\" data-v-6117bb58> Let us help you build a scalable and<br data-v-6117bb58> robust search experience </p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "What People Say about Typesense",
"headingHtml": "<h2 class=\"text-nowrap\" data-v-c65da8ca> What <strong data-v-c65da8ca>People</strong> Say<br data-v-c65da8ca> about Typesense </h2>",
"firstParagraph": "Rave reviews from our community",
"paragraphHtml": "<p class=\"subtext\" data-v-c65da8ca>Rave reviews from our community</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 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.
3 Warning
Needs attention
GEO: Entity clarity
01
Issue
Title/H1 terms missing from description: open, source, alternative, algolia, pinecone, lightning.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Entity clarity
Score
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": "Typesense | Open Source Alternative to Algolia + Pinecone",
"h1": "Lightning Fast, Open Source Search",
"description": "Typesense is a fast, typo-tolerant search engine optimized for instant search-as-you-type experiences and ease of use.",
"topicOverlap": 0.3333333333333333,
"topicTerms": [
"typesense",
"open",
"source",
"alternative",
"algolia",
"pinecone",
"lightning",
"fast",
"search"
],
"descriptionTerms": [
"typesense",
"fast",
"typo",
"tolerant",
"search",
"engine",
"optimized",
"instant",
"type",
"experiences",
"ease"
],
"missingFromDescription": [
"open",
"source",
"alternative",
"algolia",
"pinecone",
"lightning"
],
"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.
2 Warning
Needs attention
GEO: Explanatory content depth
01
Issue
3 explanatory paragraph(s) could be stronger for citation or AI extraction.
Details
02
Why it matters
Generative engines favor pages with self-contained answer passages, clear entities, structured data, summaries, FAQ patterns, and crawler-accessible HTML that can be cited without extra interpretation.
Check name
GEO: Explanatory content depth
Score
75/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for AI answer engines to extract, cite, and attribute.
Result
GEO: Explanatory content depth scored 75/100 and needs improvement.
Evidence
{
"candidatePassages": 3,
"citablePassages": 0,
"failingCandidateParagraphs": [
{
"index": 9,
"heading": "H2: Compare Algolia vs ElasticSearch vs Meilisearch vs Typesense",
"text": "We’ve compiled a side-by-side chart from each engine’s official docs - no spin, just the raw data. This table is meant to give you an objective side-by-side comparison of key features in each search engine and is based on each search engine's documentation.",
"words": 44,
"hasEvidence": true,
"reasons": [
"Too short for a citation-ready passage (44 words; target 80-220)."
],
"html": "<p class=\"subtext mb-[55px] mt-2 text-base !text-text-primary max-md:mb-6\" data-v-a76ea444><span class=\"max-sm:hidden\" data-v-a76ea444> We’ve compiled a side-by-side chart from each engine’s official docs - no spin, just the raw data. </span><span class=\"show-sm\" data-v-a76ea444>This table is meant to give you an objective side-by-side comparison of key features in each search engine and is based on each search engine's documentation.</span></p>"
},
{
"index": 36,
"heading": "H2: What People Say about Typesense",
"text": "We made the switch to Typesense from Algolia and never looked back. As our business was scaling incredibly fast, Typesense was able to provide superior performance, technology and support which allowed us to take one large feature off our plates while focusing on other core business functionalities.",
"words": 47,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (47 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"subtext !mt-0\" data-v-c65da8ca> We made the switch to Typesense from Algolia and never looked back. As our business was scaling incredibly fast, Typesense was able to provide superior performance, technology and support which allowed us to take one large feature off our plates while focusing on other core business functionalities. </p>"
},
{
"index": 37,
"heading": "H2: What People Say about Typesense",
"text": "We switched from our in-house search solution to Typesense Cloud in a matter of days, and it has been working reliably for months now. Integrating it into our existing tech stack was a breeze, and the customization options within the Cloud Dashboard have been the real highlights so far.",
"words": 49,
"hasEvidence": false,
"reasons": [
"Too short for a citation-ready passage (49 words; target 80-220).",
"Missing a named source, statistic, date, percentage, report, or other evidence signal."
],
"html": "<p class=\"subtext !mt-0 opacity-75\" data-v-c65da8ca> We switched from our in-house search solution to Typesense Cloud in a matter of days, and it has been working reliably for months now. Integrating it into our existing tech stack was a breeze, and the customization options within the Cloud Dashboard have been the real highlights so far. </p>"
}
],
"citableParagraphs": [],
"score": 75,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
2 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question-led structure
AEO: Question-led structure scored 70/100 and needs improvement.
2 Warning
Needs attention
AEO: Question-led structure
01
Issue
40 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Question-led structure
Score
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": 16,
"questionH2s": [
{
"index": 16,
"text": "What People Say about Typesense",
"isQuestion": true,
"html": "<h2 class=\"text-nowrap\" data-v-c65da8ca> What <strong data-v-c65da8ca>People</strong> Say<br data-v-c65da8ca> about Typesense </h2>"
}
],
"hasFaq": false,
"score": 70,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Google eligibility and indexability
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
1 Warning
Needs attention
AIO: Google eligibility and indexability
01
Issue
Canonical tag is missing.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Google eligibility and indexability
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Google eligibility and indexability scored 80/100 and needs improvement.
Evidence
{
"status": 200,
"googlebotBlocked": false,
"metaRobotsTags": [
"index, follow, max-image-preview:large, max-snippet:-1, max-video-preview:-1"
],
"xRobotsTag": "",
"canonical": "",
"finalUrl": "https://typesense.org/",
"canonicalScore": 0,
"score": 80,
"weight": 18
}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.
1 Warning
Needs attention
AEO: Entity and definition clarity
01
Issue
Entity or definition gaps: open, source, alternative, algolia, pinecone, lightning.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Entity and definition clarity
Score
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": "Typesense | Open Source Alternative to Algolia + Pinecone",
"h1": "Lightning Fast, Open Source Search",
"description": "Typesense is a fast, typo-tolerant search engine optimized for instant search-as-you-type experiences and ease of use.",
"topicOverlap": 0.3333333333333333,
"definitionCount": 7,
"topicTerms": [
"typesense",
"open",
"source",
"alternative",
"algolia",
"pinecone",
"lightning",
"fast",
"search"
],
"descriptionTerms": [
"typesense",
"fast",
"typo",
"tolerant",
"search",
"engine",
"optimized",
"instant",
"type",
"experiences",
"ease"
],
"missingFromDescription": [
"open",
"source",
"alternative",
"algolia",
"pinecone",
"lightning"
],
"score": 83,
"weight": 18
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Answer block readiness
AIO: Answer block readiness scored 65/100 and needs improvement.
1 Warning
Needs attention
AIO: Answer block readiness
01
Issue
40 section(s) may benefit from a clearer opening answer; this is optional for feature/card sections.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Answer block readiness
Score
65/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Answer block readiness scored 65/100 and needs improvement.
Evidence
{
"sectionCount": 44,
"passing": 4,
"failing": [
{
"heading": "No Results Found",
"headingHtml": "<h3 class=\"mb-2 mt-6 font-heading text-lg leading-[1.3] tracking-tighter\"> No Results Found </h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "The Open Source Alternative to Algolia",
"headingHtml": "<h2 class=\"mt-4\" data-v-cdaba686> The <strong data-v-cdaba686>Open Source Alternative</strong> to Algolia </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "DockerPulls",
"headingHtml": "<h3 data-v-cdaba686>Docker<br data-v-cdaba686>Pulls</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Typesense Cloud Searches per Month",
"headingHtml": "<h3 data-v-cdaba686>Typesense Cloud <br data-v-cdaba686>Searches per Month</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "GithubStars",
"headingHtml": "<h3 data-v-cdaba686>Github<br data-v-cdaba686>Stars</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "From Scrappy Startups to Household Names",
"headingHtml": "<h2 class=\"max-sm:hidden\"> From <strong>Scrappy</strong> Startups to <strong>Household</strong> Names </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Trusted by Teams of all Sizes",
"headingHtml": "<h2 class=\"hidden max-sm:block\"> Trusted <strong>by Teams</strong><br> of all Sizes </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "As seen at",
"headingHtml": "<h2 class=\"mb-[30px] max-md:mb-6\">As seen at</h2>",
"firstParagraph": "The iconic Nasdaq billboard in New York",
"paragraphHtml": "<p class=\"text-sm text-gray-500\"> The iconic Nasdaq billboard in New York </p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Meticulously Engineered For Performance & Ease-Of-Use.",
"headingHtml": "<h2 class=\"max-sm:hidden\" data-v-767555b5> Meticulously Engineered For <br data-v-767555b5><strong data-v-767555b5>Performance</strong> & <strong data-v-767555b5>Ease-Of-Use</strong>. </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Search As You Type",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Search As You Type</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Autocomplete",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Autocomplete</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Faceted Navigation",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Faceted Navigation</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Geo Search",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Geo Search</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Fuzzy Search",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Fuzzy Search</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Vector Search",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Vector Search</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Semantic Search",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Semantic Search</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Recommendations",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Recommendations</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Built-in RAG",
"headingHtml": "<h3 class=\"mt-[17px] text-lg leading-[1.2] tracking-[-0.54px] max-md:px-1.5 max-md:!text-[18px] max-sm:my-2.5 max-sm:!text-[14px]\" data-v-767555b5>Built-in RAG</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "API Libraries In Your Favorite Languages",
"headingHtml": "<h2><strong>API Libraries</strong> In Your<br class=\"show-sm\"> Favorite Languages </h2>",
"firstParagraph": "And if you don't find a library, reach out to us to collab on one",
"paragraphHtml": "<p class=\"subtext mb-7 max-sm:mb-6\"> And if you don't find a library, reach out to us to<br class=\"show-sm\"> collab on one </p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Features you’ll Love, minus the complexity",
"headingHtml": "<h2 data-v-26c00f95> Features <strong data-v-26c00f95>you’ll <br data-v-26c00f95>Love</strong>, minus the<br data-v-26c00f95> complexity </h2>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Typo Tolerance",
"headingHtml": "<h3 data-v-26c00f95>Typo Tolerance</h3>",
"firstParagraph": "Spellng Mistakes? Not a problem. Typesense automatically tries to correct typos.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Spellng Mistakes? Not a problem. Typesense automatically tries to correct typos.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Tunable Ranking",
"headingHtml": "<h3 data-v-26c00f95>Tunable Ranking</h3>",
"firstParagraph": "Tailor your results to perfection via flexible and fast query-time ranking.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Tailor your results to perfection via flexible and fast query-time ranking.</p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "Synonyms",
"headingHtml": "<h3 data-v-26c00f95>Synonyms</h3>",
"firstParagraph": "Banish “pants vs. trousers” confusion. Map related terms so users always find what they’re after.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Banish “pants vs. trousers” confusion. Map related terms so users always find what they’re after.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Multi-Tenant API Keys",
"headingHtml": "<h3 data-v-26c00f95>Multi-Tenant API Keys</h3>",
"firstParagraph": "Manage data for multiple users in a single collection, and manage aCLs for them within Typesense.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Manage data for multiple users in a single collection, and manage aCLs for them within Typesense.</p>",
"words": 16,
"direct": false,
"issue": "First paragraph is 16 words and does not look like a concise direct answer."
},
{
"heading": "Dynamic Sorting",
"headingHtml": "<h3 data-v-26c00f95>Dynamic Sorting</h3>",
"firstParagraph": "Let users reorder results on the fly at Runtime, without having to duplicate data.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Let users reorder results on the fly at Runtime, without having to duplicate data.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Merchandising",
"headingHtml": "<h3 data-v-26c00f95>Merchandising</h3>",
"firstParagraph": "Pin specific records in a particular position to feature or merchandize them.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Pin specific records in a particular position to feature or merchandize them.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Grouping & Distinct",
"headingHtml": "<h3 data-v-26c00f95>Grouping & Distinct</h3>",
"firstParagraph": "Prevent duplicate overload. Group Similar Variants and keep your Results neat and tidy.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Prevent duplicate overload. Group Similar Variants and keep your Results neat and tidy.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Filtering & Faceting",
"headingHtml": "<h3 data-v-26c00f95>Filtering & Faceting</h3>",
"firstParagraph": "Empower users to slice and dice results by Attributes. Quick and precise.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Empower users to slice and dice results by Attributes. Quick and precise.</p>",
"words": 12,
"direct": false,
"issue": "First paragraph is 12 words and does not look like a concise direct answer."
},
{
"heading": "Geo Search",
"headingHtml": "<h3 data-v-26c00f95>Geo Search</h3>",
"firstParagraph": "Serve up location-based results. Perfect for local listings, store finders, or city-specific content.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Serve up location-based results. Perfect for local listings, store finders, or city-specific content.</p>",
"words": 13,
"direct": false,
"issue": "First paragraph is 13 words and does not look like a concise direct answer."
},
{
"heading": "Federated Search",
"headingHtml": "<h3 data-v-26c00f95>Federated Search</h3>",
"firstParagraph": "Aggregate data from multiple sources into one search box. One query, many streams of information.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Aggregate data from multiple sources into one search box. One query, many streams of information.</p>",
"words": 15,
"direct": false,
"issue": "First paragraph is 15 words and does not look like a concise direct answer."
},
{
"heading": "Vector & Semantic Search",
"headingHtml": "<h3 data-v-26c00f95>Vector & Semantic Search</h3>",
"firstParagraph": "Go beyond keywords. Match the meaning behind each query and deliver eerily accurate results.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Go beyond keywords. Match the meaning behind each query and deliver eerily accurate results.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Easy High Availability",
"headingHtml": "<h3 data-v-26c00f95>Easy High Availability</h3>",
"firstParagraph": "Stay online, even when hardware hiccups happen. replication keeps your search up and running.",
"paragraphHtml": "<p class=\"subtext !text-[14px] max-sm:mt-1 max-sm:!text-[12px]\" data-v-26c00f95>Stay online, even when hardware hiccups happen. replication keeps your search up and running.</p>",
"words": 14,
"direct": false,
"issue": "First paragraph is 14 words and does not look like a concise direct answer."
},
{
"heading": "Typesense Features",
"headingHtml": "<h3 class=\"!text-2xl !tracking-[-0.72px]\" data-v-26c00f95>Typesense <br data-v-26c00f95>Features</h3>",
"firstParagraph": "",
"paragraphHtml": "",
"words": 0,
"direct": false,
"issue": "No paragraph follows this heading."
},
{
"heading": "Batteries-Included Developer Experience",
"headingHtml": "<h3 data-v-2bc2f7f3> Batteries-Included <br data-v-2bc2f7f3> Developer Experience </h3>",
"firstParagraph": "Zero to Instant-Search, in 30 seconds 🚀",
"paragraphHtml": "<p class=\"subtext\" data-v-2bc2f7f3>Zero to Instant-Search, in 30 seconds 🚀</p>",
"words": 6,
"direct": false,
"issue": "First paragraph is 6 words and does not look like a concise direct answer."
},
{
"heading": "Effortless Platform Integrations",
"headingHtml": "<h2><strong>Effortless</strong> Platform<br> Integrations </h2>",
"firstParagraph": "CMS, E-Commerce, Dev Platforms and more. Plug and Go.",
"paragraphHtml": "<p class=\"subtext\"> CMS, E-Commerce, Dev Platforms and more.<span class=\"max-sm:hidden\"> Plug and Go.</span></p>",
"words": 9,
"direct": false,
"issue": "First paragraph is 9 words and does not look like a concise direct answer."
},
{
"heading": "Showcase",
"headingHtml": "<h2 data-v-5cd615f6>Showcase</h2>",
"firstParagraph": "Live Demos, with Full Source. Fork Away.",
"paragraphHtml": "<p class=\"subtext\" data-v-5cd615f6> Live Demos, with Full Source.<br data-v-5cd615f6> Fork Away. </p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Build Snappy browsing experiences, besides just text-based search.",
"headingHtml": "<h2 data-v-5cd615f6> Build Snappy <br class=\"show-sm\" data-v-5cd615f6><strong data-v-5cd615f6>browsing experiences</strong>, <br data-v-5cd615f6> besides just text-based search. </h2>",
"firstParagraph": "Compose Powerful Search & Discovery User Interfaces, quickly.",
"paragraphHtml": "<p class=\"subtext !mt-16 mb-7 max-md:!mt-2 max-md:mb-5\" data-v-5cd615f6> Compose Powerful Search & Discovery User Interfaces, quickly. </p>",
"words": 7,
"direct": false,
"issue": "First paragraph is 7 words and does not look like a concise direct answer."
},
{
"heading": "Build Powerful Search Interfaces",
"headingHtml": "<h2> Build <strong>Powerful</strong><br> Search Interfaces </h2>",
"firstParagraph": "Pre-built Search UI integrations",
"paragraphHtml": "<p class=\"subtext\">Pre-built Search UI integrations</p>",
"words": 4,
"direct": false,
"issue": "First paragraph is 4 words and does not look like a concise direct answer."
},
{
"heading": "Backed byresponsive support",
"headingHtml": "<h2 data-v-6117bb58> Backed by<br data-v-6117bb58><strong data-v-6117bb58>responsive</strong><br class=\"max-lg:hidden\" data-v-6117bb58> support </h2>",
"firstParagraph": "Let us help you build a scalable and robust search experience",
"paragraphHtml": "<p class=\"subtext\" data-v-6117bb58> Let us help you build a scalable and<br data-v-6117bb58> robust search experience </p>",
"words": 11,
"direct": false,
"issue": "First paragraph is 11 words and does not look like a concise direct answer."
},
{
"heading": "What People Say about Typesense",
"headingHtml": "<h2 class=\"text-nowrap\" data-v-c65da8ca> What <strong data-v-c65da8ca>People</strong> Say<br data-v-c65da8ca> about Typesense </h2>",
"firstParagraph": "Rave reviews from our community",
"paragraphHtml": "<p class=\"subtext\" data-v-c65da8ca>Rave reviews from our community</p>",
"words": 5,
"direct": false,
"issue": "First paragraph is 5 words and does not look like a concise direct answer."
}
],
"score": 65,
"weight": 8
}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer intent coverage
AEO: Answer intent coverage scored 70/100 and needs improvement.
1 Warning
Needs attention
AEO: Answer intent coverage
01
Issue
Missing likely AI Overview intent sections: how, cost.
Details
02
Why it matters
Answer engines need concise answers, question-led structure, entity clarity, visible evidence, and trust signals that can be extracted without relying on search-only metadata checks.
Check name
AEO: Answer intent coverage
Score
70/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content easy for answer engines and assistants to answer from directly.
Result
AEO: Answer intent coverage scored 70/100 and needs improvement.
Evidence
{
"headings": [
{
"text": "The Open Source Alternative to Algolia",
"html": "<h2 class=\"mt-4\" data-v-cdaba686> The <strong data-v-cdaba686>Open Source Alternative</strong> to Algolia </h2>"
},
{
"text": "The Easier-to-Use Alternative to Elasticsearch",
"html": "<h2 class=\"mb-2 mt-2\" data-v-cdaba686> The <strong data-v-cdaba686>Easier-to-Use Alternative</strong> to Elasticsearch </h2>"
},
{
"text": "From Scrappy Startups to Household Names",
"html": "<h2 class=\"max-sm:hidden\"> From <strong>Scrappy</strong> Startups to <strong>Household</strong> Names </h2>"
},
{
"text": "Trusted by Teams of all Sizes",
"html": "<h2 class=\"hidden max-sm:block\"> Trusted <strong>by Teams</strong><br> of all Sizes </h2>"
},
{
"text": "As seen at",
"html": "<h2 class=\"mb-[30px] max-md:mb-6\">As seen at</h2>"
},
{
"text": "Meticulously Engineered For Performance & Ease-Of-Use.",
"html": "<h2 class=\"max-sm:hidden\" data-v-767555b5> Meticulously Engineered For <br data-v-767555b5><strong data-v-767555b5>Performance</strong> & <strong data-v-767555b5>Ease-Of-Use</strong>. </h2>"
},
{
"text": "MeticulouslyEngineered For Performance & Ease-Of-Use.",
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{
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"pattern": {}
},
{
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"label": "How does Typesense work?",
"pattern": {}
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{
"id": "benefits",
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"pattern": {}
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{
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{
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}GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AIO: Page experience for AIO
AIO: Page experience for AIO scored 80/100 and needs improvement.
1 Warning
Needs attention
AIO: Page experience for AIO
01
Issue
115 image(s) are missing width/height attributes.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Page experience for AIO
Score
80/100
Status
warning
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Page experience for AIO scored 80/100 and needs improvement.
Evidence
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},
{
"src": "/images/platforms/woocommerce.svg",
"width": "80",
"height": "",
"loading": "",
"html": "<img width=\"80\" src=\"/images/platforms/woocommerce.svg\" alt=\"Woocommerce\">"
},
{
"src": "/images/platforms/magento.svg",
"width": "125",
"height": "",
"loading": "",
"html": "<img width=\"125\" src=\"/images/platforms/magento.svg\" alt=\"Magento\">"
},
{
"src": "/images/platforms/tooljet.svg",
"width": "125",
"height": "",
"loading": "",
"html": "<img width=\"125\" src=\"/images/platforms/tooljet.svg\" alt=\"Tooljet\">"
},
{
"src": "/images/showcase/flash-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/flash-bold.svg\" alt=\"Flash\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/search-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/search-bold.svg\" alt=\"Search\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/box-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/box-bold.svg\" alt=\"Box\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/flash-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/flash-bold.svg\" alt=\"Flash\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/keyboard-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/keyboard-bold.svg\" alt=\"Keyboard\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/xkcd-1.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/xkcd-1.png\" alt=\"Xkcd comic 1\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/xkcd-2.png",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/xkcd-2.png\" alt=\"Xkcd comic 2\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/flash-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/flash-bold.svg\" alt=\"Flash\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/search-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/search-bold.svg\" alt=\"Search\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/box-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/box-bold.svg\" alt=\"Box\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/phone.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/phone.svg\" alt=\"Phone icon\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/flash-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/flash-bold.svg\" alt=\"Flash\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/search-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/search-bold.svg\" alt=\"Search\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/global-bold.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/showcase/global-bold.svg\" alt=\"Global\" data-v-5cd615f6>"
},
{
"src": "/images/showcase/map.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"h-full w-full rounded-2xl object-cover\" src=\"/images/showcase/map.png\" alt=\"AirBnB search\" data-v-5cd615f6>"
},
{
"src": "/images/ui-integrations/instantsearch-logo.svg",
"width": "150",
"height": "",
"loading": "",
"html": "<img width=\"150\" src=\"/images/ui-integrations/instantsearch-logo.svg\" alt=\"Instant search\">"
},
{
"src": "/images/ui-integrations/docsearch-logo.svg",
"width": "150",
"height": "",
"loading": "",
"html": "<img width=\"150\" src=\"/images/ui-integrations/docsearch-logo.svg\" alt=\"Docsearch\">"
},
{
"src": "/images/ui-integrations/docusaurus-logo.svg",
"width": "150",
"height": "",
"loading": "",
"html": "<img width=\"150\" src=\"/images/ui-integrations/docusaurus-logo.svg\" alt=\"Docusaurus\">"
},
{
"src": "/images/support/priority-support.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/support/priority-support.svg\" alt=\"Priority Support\" data-v-6117bb58>"
},
{
"src": "/images/support/github-support.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/support/github-support.svg\" alt=\"Github\" data-v-6117bb58>"
},
{
"src": "/images/support/slack-support.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/support/slack-support.svg\" alt=\"Slack Support\" data-v-6117bb58>"
},
{
"src": "/images/backgrounds/quote.svg",
"width": "135",
"height": "",
"loading": "",
"html": "<img width=\"135\" class=\"mb-6 select-none max-[1180px]:hidden\" src=\"/images/backgrounds/quote.svg\" alt=\"quote\" data-v-c65da8ca>"
},
{
"src": "/images/user-logos/kick-logo.svg",
"width": "73.5",
"height": "",
"loading": "",
"html": "<img width=\"73.5\" src=\"/images/user-logos/kick-logo.svg\" alt=\"Kick\" data-v-c65da8ca>"
},
{
"src": "/images/user-logos/n8n.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/images/user-logos/n8n.svg\" alt=\"n8n\" data-v-c65da8ca>"
},
{
"src": "/images/tweet-testimonial.png",
"width": "",
"height": "",
"loading": "",
"html": "<img class=\"m-auto max-w-[200px] rounded-xl\" src=\"/images/tweet-testimonial.png\" alt=\"Switched from elasticsearch to @typesense\" data-v-c65da8ca>"
},
{
"src": "/typesense-logo.svg",
"width": "",
"height": "",
"loading": "",
"html": "<img src=\"/typesense-logo.svg\" class=\"w-[165px]\" alt=\"Typesense logo\">"
}
],
"possibleDialogs": [],
"score": 80,
"weight": 10
}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.
Informational
Needs attention
AI context endpoint
01
Issue
AI context endpoint is informational for this page.
02
Why it matters
A context endpoint gives agents a small, low-latency summary of product purpose, safe actions, and canonical machine-readable resources without scraping the whole site.
Check name
AI context endpoint
Score
100/100
Status
informational
Category
API
Maturity
Emerging recommendation
Goal
Expose a compact API context endpoint agents can fetch before deciding which public API or discovery resource to use.
Result
AI context endpoint is informational for this page.
Validation steps
Fetch to find resource
AI context endpoint was not found at the expected path.
Evidence
{
"steps": [
{
"id": "fetch",
"title": "Fetch to find resource",
"status": "informational",
"evidence": {
"checked": [
{
"path": "/api/ai/context",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/api/context",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
},
{
"path": "/context",
"statusCode": 404,
"contentType": "text/html",
"length": 52806
}
]
},
"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.
Informational
Needs attention
AIO: Query intent coverage
01
Issue
Missing likely AI Overview intent sections: how, cost.
Details
02
Why it matters
AI Overviews depend on Google-search eligibility, useful visible content, consistent structured data, answer-first sections, trust signals, and preview controls that permit snippets.
Check name
AIO: Query intent coverage
Score
70/100
Status
informational
Category
GEO, AIO & AEO
Maturity
Emerging recommendation
Goal
Make page content eligible and useful for Google AI Overviews and AI Mode extraction.
Result
AIO: Query intent coverage is informational for this page.
Evidence
{
"headings": [
{
"text": "The Open Source Alternative to Algolia",
"html": "<h2 class=\"mt-4\" data-v-cdaba686> The <strong data-v-cdaba686>Open Source Alternative</strong> to Algolia </h2>"
},
{
"text": "The Easier-to-Use Alternative to Elasticsearch",
"html": "<h2 class=\"mb-2 mt-2\" data-v-cdaba686> The <strong data-v-cdaba686>Easier-to-Use Alternative</strong> to Elasticsearch </h2>"
},
{
"text": "From Scrappy Startups to Household Names",
"html": "<h2 class=\"max-sm:hidden\"> From <strong>Scrappy</strong> Startups to <strong>Household</strong> Names </h2>"
},
{
"text": "Trusted by Teams of all Sizes",
"html": "<h2 class=\"hidden max-sm:block\"> Trusted <strong>by Teams</strong><br> of all Sizes </h2>"
},
{
"text": "As seen at",
"html": "<h2 class=\"mb-[30px] max-md:mb-6\">As seen at</h2>"
},
{
"text": "Meticulously Engineered For Performance & Ease-Of-Use.",
"html": "<h2 class=\"max-sm:hidden\" data-v-767555b5> Meticulously Engineered For <br data-v-767555b5><strong data-v-767555b5>Performance</strong> & <strong data-v-767555b5>Ease-Of-Use</strong>. </h2>"
},
{
"text": "MeticulouslyEngineered For Performance & Ease-Of-Use.",
"html": "<h2 class=\"hidden max-sm:block\" data-v-767555b5> Meticulously<br data-v-767555b5><strong data-v-767555b5>Engineered For <br data-v-767555b5> Performance</strong> &<br data-v-767555b5> Ease-Of-Use. </h2>"
},
{
"text": "Compare Algolia vs ElasticSearch vs Meilisearch vs Typesense",
"html": "<h2 data-v-a76ea444> Compare Algolia vs ElasticSearch <br data-v-a76ea444> vs Meilisearch vs <strong data-v-a76ea444>Typesense</strong></h2>"
},
{
"text": "API Libraries In Your Favorite Languages",
"html": "<h2><strong>API Libraries</strong> In Your<br class=\"show-sm\"> Favorite Languages </h2>"
},
{
"text": "Features you’ll Love, minus the complexity",
"html": "<h2 data-v-26c00f95> Features <strong data-v-26c00f95>you’ll <br data-v-26c00f95>Love</strong>, minus the<br data-v-26c00f95> complexity </h2>"
},
{
"text": "Effortless Platform Integrations",
"html": "<h2><strong>Effortless</strong> Platform<br> Integrations </h2>"
},
{
"text": "Showcase",
"html": "<h2 data-v-5cd615f6>Showcase</h2>"
},
{
"text": "Build Snappy browsing experiences, besides just text-based search.",
"html": "<h2 data-v-5cd615f6> Build Snappy <br class=\"show-sm\" data-v-5cd615f6><strong data-v-5cd615f6>browsing experiences</strong>, <br data-v-5cd615f6> besides just text-based search. </h2>"
},
{
"text": "Build Powerful Search Interfaces",
"html": "<h2> Build <strong>Powerful</strong><br> Search Interfaces </h2>"
},
{
"text": "Backed byresponsive support",
"html": "<h2 data-v-6117bb58> Backed by<br data-v-6117bb58><strong data-v-6117bb58>responsive</strong><br class=\"max-lg:hidden\" data-v-6117bb58> support </h2>"
},
{
"text": "What People Say about Typesense",
"html": "<h2 class=\"text-nowrap\" data-v-c65da8ca> What <strong data-v-c65da8ca>People</strong> Say<br data-v-c65da8ca> about Typesense </h2>"
}
],
"expected": [
{
"id": "what",
"label": "What is Typesense?",
"pattern": {}
},
{
"id": "how",
"label": "How does Typesense work?",
"pattern": {}
},
{
"id": "benefits",
"label": "Why use Typesense?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Typesense free or paid?",
"pattern": {}
},
{
"id": "compare",
"label": "How does Typesense compare with alternatives?",
"pattern": {}
}
],
"missing": [
{
"id": "how",
"label": "How does Typesense work?",
"pattern": {}
},
{
"id": "cost",
"label": "Is Typesense free or paid?",
"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.
Informational
Needs attention
IndexNow key
01
Issue
IndexNow key is informational for this page.
02
Why it matters
IndexNow lets sites notify participating search engines about changed URLs, but ownership verification requires a UTF-8 key file whose filename matches the key.
Check name
IndexNow key
Score
100/100
Status
informational
Category
Discoverability
Maturity
Established
Goal
Verify that IndexNow ownership key placement is detectable when the site advertises it.
Result
IndexNow key is informational for this page.
Validation steps
Find advertised IndexNow key location
No IndexNow key location was advertised in HTML, Link headers, or robots.txt.
Fetch and validate IndexNow key file
No discoverable IndexNow key file was found.
Evidence
{
"steps": [
{
"id": "advertised-location",
"title": "Find advertised IndexNow key location",
"status": "informational",
"evidence": {
"advertised": []
},
"issue": "No IndexNow key location was advertised in HTML, Link headers, or robots.txt.",
"howToFix": "Advertise the key location with robots.txt IndexNow-Key, rel=\"indexnow-key\", or meta name=\"indexnow-key-location\" if you want scanners to verify it."
},
{
"id": "fetch-key",
"title": "Fetch and validate IndexNow key file",
"status": "informational",
"evidence": {
"advertised": [],
"checked": []
},
"issue": "No discoverable IndexNow key file was found.",
"howToFix": "Host a UTF-8 text file named {key}.txt using a 32-character hexadecimal key whose body exactly matches the key."
}
]
}Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
100 Fail
Performance and AccessibilityAccessibilityBrowser audit
Background and foreground colors do not have a sufficient contrast ratio.
100 Fail
Check name
Background and foreground colors do not have a sufficient contrast ratio.
Score
0/100
Status
fail
Device
desktop
Category
Accessibility
Fix guidance
Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast).
References
https://web.dev/learn/accessibility/Evidence
{
"description": "Low-contrast text is difficult or impossible for many users to read. [Learn how to provide sufficient color contrast](https://dequeuniversity.com/rules/axe/4.11/color-contrast)."
}Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
100 Fail
Performance and AccessibilityBest PracticesBrowser audit
Browser errors were logged to the console
100 Fail
Check name
Browser errors were logged to the console
Score
0/100
Status
fail
Device
desktop
Category
Best Practices
Fix guidance
Errors logged to the console indicate unresolved problems. They can come from network request failures and other browser concerns. [Learn more about this errors in console diagnostic audit](https://developer.chrome.com/docs/lighthouse/best-practices/errors-in-console/)
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/)"
}SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
SEOSEOBrowser audit
Links do not have descriptive text
100 Fail
Check name
Links do not have descriptive text
Score
0/100
Status
fail
Device
desktop
Category
SEO
Estimated savings
5 links found
Fix guidance
Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/).
Evidence
{
"displayValue": "5 links found",
"description": "Descriptive link text helps search engines understand your content. [Learn how to make links more accessible](https://developer.chrome.com/docs/lighthouse/seo/link-text/)."
}Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
33 Fail
Performance and AccessibilityPerformanceBrowser audit
Network dependency tree
33 Fail
Check name
Network dependency tree
Score
0/100
Status
fail
Device
desktop
Category
Performance
Fix guidance
[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load.
References
https://web.dev/learn/performance/Evidence
{
"description": "[Avoid chaining critical requests](https://developer.chrome.com/docs/performance/insights/network-dependency-tree) by reducing the length of chains, reducing the download size of resources, or deferring the download of unnecessary resources to improve page load."
}Performance and AccessibilityPerformanceBrowser audit
Font display
17 Warning
Performance and AccessibilityPerformanceBrowser audit
Font display
17 Warning
Check name
Font display
Score
50/100
Status
warning
Device
desktop
Category
Performance
Estimated savings
Est savings of 10 ms
Fix guidance
Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks).
References
https://web.dev/learn/performance/Evidence
{
"displayValue": "Est savings of 10 ms",
"description": "Consider setting [font-display](https://developer.chrome.com/docs/performance/insights/font-display) to swap or optional to ensure text is consistently visible. swap can be further optimized to mitigate layout shifts with [font metric overrides](https://developer.chrome.com/blog/font-fallbacks)."
}Performance and AccessibilityPerformanceBrowser audit
Loading performance
10 Fail
Performance and AccessibilityPerformanceBrowser audit
Loading performance
10 Fail
Check name
Loading performance
Score
70/100
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": 100,
"displayValue": "0.5 s",
"numericValue": 521.0091084871807
},
{
"id": "interactive",
"title": "Time to Interactive",
"score": 24,
"displayValue": "6.2 s",
"numericValue": 6213.126939189526
},
{
"id": "total-blocking-time",
"title": "Total Blocking Time",
"score": 47,
"displayValue": "370 ms",
"numericValue": 365.0000000000002
},
{
"id": "speed-index",
"title": "Speed Index",
"score": 98,
"displayValue": "0.9 s",
"numericValue": 906.2697886427284
},
{
"id": "network-rtt",
"title": "Network Round Trip Times",
"score": 100,
"displayValue": "0 ms",
"numericValue": 0.8999999999999999
},
{
"id": "server-response-time",
"title": "Initial server response time was short",
"score": 100,
"displayValue": "Root document took 10 ms",
"numericValue": 7
},
{
"id": "max-potential-fid",
"title": "Max Potential First Input Delay",
"score": 83,
"displayValue": "150 ms",
"numericValue": 153
},
{
"id": "largest-contentful-paint",
"title": "Largest Contentful Paint",
"score": 4,
"displayValue": "6.0 s",
"numericValue": 6001.122550554794
}
]
}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 |
|---|---|---|---|
| 43/100 | Level 2, Agent-Limited | Current report |