CanAgentUse tools

UCP Suite

Validate Universal Commerce Protocol discovery, then test product search, carts, checkout links, and merchant handoff flows.

MCP Playground

Connect to remote MCP servers, inspect tools and resources, test prompts, auth, headers, notifications, and JSON-RPC responses.

A2A Playground

Inspect Agent Cards, validate advertised endpoints, and prepare safe requests for agent-to-agent workflows.

Agent Website Viewer

Enter a public URL and see the roles, names, landmarks, controls, and blockers that shape how AI agents understand the page.

SCANNED
Jul 11, 2026, 5:45 AM
VISIBILITY
Public
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58/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability57%Agent Easeof Use54%Security& Trust82%GEO, AIO, AEO68%SEO100%Performance67%Accessibility39%
  • AI Discoverability 57 out of 100
  • Agent Ease of Use 54 out of 100
  • Security & Trust 82 out of 100
  • GEO, AIO and AEO 68 out of 100
  • SEO 100 out of 100
  • Performance 67 out of 100
  • Accessibility 39 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Real Estate AI | Kurby

AI-powered neighborhood reports for any US address. Get instant insights on safety, schools, walkability, cost of living, and more.

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Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
57
Needs work3121View details
Discoverability
47
Priority fix600
Content Readiness
66
Needs work2100
Bot Access Control
58
Needs work421View details
Agent Ease of Use
54
Needs work1643View details
API
50
Needs work400
Auth
37
Priority fix100
MCP
37
Priority fix300
Skill Discovery
50
Needs work543View details
Google Agentic Browsing
100
Strong300
GEO, AIO and AEO
68
Needs work1000
GEO Readiness
Not Applicable
Not Applicable200
AIO Readiness
Not Applicable
Not Applicable400
AEO Readiness
Not Applicable
Not Applicable400
SEO
100
Strong1000
SEO
100
Strong1000
Security & Trust
82
Mostly ready2000
Security & Trust
82
Mostly ready2000
Performance
67
Needs work1200
Performance
67
Needs work1200

Prioritized recommendations

Issues ranked by score impact

3 items need attention

AI DiscoverabilityBot Access ControlEmerging recommendation

ai.txt policy

ai.txt policy failed at "Validate transport".

62 Fail

Needs attention

ai.txt policy

Failed check
01

Issue

ai.txt appears to be an HTML page or error document rather than a plain-text policy.

Details

02

Why it matters

ai.txt is a fragmented emerging convention. It can communicate human-readable AI crawling, training, attribution, restriction, and contact guidance, but it is not a standard access-control mechanism and absence should not be penalized.

Check name

ai.txt policy

Score

38/100

Status

fail

Category

Bot Access Control

Maturity

Emerging recommendation

Goal

Publish an advisory human-readable AI usage policy only when the site intentionally needs one.

Result

ai.txt policy failed at "Validate transport".

Validation steps

  1. Validate transport

    ai.txt appears to be an HTML page or error document rather than a plain-text policy.

    /ai.txt transport is invalid or not plain text
  2. Parse ai.txt policy

    Transport validation failed before policy parsing could be trusted.

    /ai.txt policy format is missing required sections or non-standard
  3. Validate policy content

    ai.txt does not follow the AI Visibility section model; treating it as non-standard advisory text.

    /ai.txt content is incomplete or unsafe
Evidence log3 steps · 14 lines
Validate transport [fail]! ai.txt appears to be an HTML page or error document rather than a plain-text policy.INFOValidate transportINFOChecking ai.txt media type, size, line count, and whether the response looks like plain text contentType="text/html; charset=utf-8" length=5425 lineCount=10FAILCompare media type to preferred text/plain transport actual="text/html" expected="text/plain preferred; readable text required"FAILai.txt appears to be an HTML page or error document rather than a plain-text policy.Parse ai.txt policy [fail]! Transport validation failed before policy parsing could be trusted.INFOParse ai.txt policyINFODetecting ai.txt convention from bracket sections, frontmatter, headings, and ai.txt context linksINFODetected policy structure convention="unknown-text" sections=[] markdownHeadings=[]WARNCheck AI Visibility required sections actual="missing identity, permissions, restrictions" expected="identity, permissions, and restrictions" missingRecommended=["attribution","contact","content-types"]WARNTransport validation failed before policy parsing could be trusted.Validate policy content [warning]! ai.txt does not follow the AI Visibility section model; treating it as non-standard advisory text.INFOValidate policy contentINFOChecking required section content, permission/restriction language, attribution, contact details, and safety risks convention="unknown-text"INFODetected policy signals hasPermissionLanguage=false hasRestrictionLanguage=false hasTrainingLanguage=false hasAttributionLanguage=false hasContact=falseWARNCheck required and recommended section coverage actual={"missingRequired":["identity","permissions","restrictions"],"missingRecommended":["attribution","contact","content-types"]} expected={"missingRequired":[],"recommendedPresentWhenPossible":true}WARNai.txt does not follow the AI Visibility section model; treating it as non-standard advisory text.

Agent Ease of UseSkill DiscoveryEmerging recommendation

agents.json

agents.json failed at "Validate Wildcard schema shape".

38 Fail

Needs attention

agents.json

Failed check
01

Issue

agents.json response is not valid JSON.

Details

02

Why it matters

Wildcard agents.json gives agents workflow-level context beyond plain OpenAPI, including flows, links, examples, and API action structure. It is an emerging OpenAPI-adjacent proposal, so scanners should validate the contract shape without treating it as an A2A or IETF standard.

Check name

agents.json

Score

25/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish a Wildcard-style agents.json file so agents can discover OpenAPI-backed workflows, links, examples, and authentication requirements.

Result

agents.json failed at "Validate Wildcard schema shape".

Validation steps

  1. Discover agents.json

    agents.json was found only at the fallback /agents.json path.

    agents.json is missing or only available at a fallback path
  2. Validate Wildcard schema shape

    agents.json response is not valid JSON.

    agents.json schema shape is invalid or incomplete
  3. Validate API actions

    Wildcard agents.json must include valid OpenAPI-derived action or operation definitions.

    agents.json action definitions are invalid or missing
  4. Validate flows and links

    No executable flows were found.

    agents.json flows or links are invalid
  5. Review examples and LLM usability

    Examples or descriptions are too thin for reliable agent argument generation.

    agents.json examples or descriptions need improvement
Evidence log5 steps · 23 lines
Discover agents.json [warning]! agents.json was found only at the fallback /agents.json path.INFODiscover agents.jsonINFOTry agents.json discovery paths in priority order paths=["/.well-known/agents.json","/agents.json"]WARNagents.json candidate path did not return a usable contract path="/.well-known/agents.json" statusCode=404 contentType="text/html; charset=utf-8"PASSFound an agents.json candidate path="/agents.json" statusCode=200 contentType="text/html; charset=utf-8" bytes=5425WARNSelected fallback agents.json location path="/agents.json" requestedUrl="https://kurby.ai/agents.json"WARNagents.json was found only at the fallback /agents.json path.Validate Wildcard schema shape [fail]! agents.json response is not valid JSON.INFOValidate Wildcard schema shapeINFOParse agents.json and classify contract shape shape="unknown"FAILCompare contract shape actual="unknown" expected="wildcard"FAILCompare missing required schema fields actual="none" expected="none"FAILCompare Content-Type with JSON expectation actual=false expected=trueFAILagents.json response is not valid JSON.Validate API actions [fail]! Wildcard agents.json must include valid OpenAPI-derived action or operation definitions.INFOValidate API actionsFAILCompare API action count actual=0 expected="> 0"FAILCompare invalid action definitions actual=0 expected=0FAILWildcard agents.json must include valid OpenAPI-derived action or operation definitions.Validate flows and links [fail]! No executable flows were found.INFOValidate flows and linksFAILCompare workflow flow count actual=0 expected="> 0"FAILCompare operation link issues actual=0 expected=0FAILNo executable flows were found.Review examples and LLM usability [warning]! Examples or descriptions are too thin for reliable agent argument generation.INFOReview examples and LLM usabilityWARNCompare usable example count actual=0 expected="> 0 when actions are present"WARNExamples or descriptions are too thin for reliable agent argument generation.

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

A2A Agent Card failed at "Probe same-origin A2A endpoint".

14 Fail

Needs attention

A2A Agent Card

Failed check
01

Issue

The same-origin A2A endpoint did not return a valid A2A Message, Task, or authentication challenge.

Details

02

Why it matters

A2A Agent Cards provide protocol-specific discovery for agent identity, skills, input and output modes, transport bindings, capabilities, and security requirements. Legacy A2A also used /.well-known/agent.json, so scanners must classify the card shape before reporting readiness.

Check name

A2A Agent Card

Score

73/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish a version-appropriate A2A Agent Card so A2A-compatible clients can discover agent skills and invoke the declared endpoint safely.

Result

A2A Agent Card failed at "Probe same-origin A2A endpoint".

Validation steps

  1. Discover A2A Agent Card

    The A2A Agent Card was found at a legacy or fallback path.

    A2A Agent Card is missing or discovered at a non-canonical path
  2. Probe same-origin A2A endpoint

    The same-origin A2A endpoint did not return a valid A2A Message, Task, or authentication challenge.

    Advertised same-origin A2A endpoint did not answer a safe probe
Evidence log2 steps · 12 lines
Discover A2A Agent Card [warning]! The A2A Agent Card was found at a legacy or fallback path.INFODiscover A2A Agent CardINFOTry A2A discovery paths in priority order paths=["/.well-known/agent-card.json","/.well-known/agent.json","/agent-card.json","/.well-known/a2a/agent-card.json"]WARNA2A candidate path did not return a usable card path="/.well-known/agent-card.json" statusCode=404 contentType="text/html; charset=utf-8"PASSFound an A2A candidate path="/.well-known/agent.json" statusCode=200 contentType="application/json; charset=utf-8" bytes=2495PASSFound an A2A candidate path="/agent-card.json" statusCode=200 contentType="text/html; charset=utf-8" bytes=5425WARNA2A candidate path did not return a usable card path="/.well-known/a2a/agent-card.json" statusCode=404 contentType="text/html; charset=utf-8"WARNSelected non-canonical A2A Agent Card path="/.well-known/agent.json" pathClass="legacy-a2a" requestedUrl="https://kurby.ai/.well-known/agent.json"WARNThe A2A Agent Card was found at a legacy or fallback path.Probe same-origin A2A endpoint [fail]! The same-origin A2A endpoint did not return a valid A2A Message, Task, or authentication challenge.INFOProbe same-origin A2A endpointINFOProbe same-origin A2A endpoint when scanner policy allows itFAILA2A endpoint probe did not validate url="https://kurby.ai/api/a2a" statusCode=200 rpcError={"code":-32602,"message":"Unknown or missing skill. Provide a \"skill\" field. Available: neighborhood_search, neighborhood_compare, crime_analysis, school_lookup, air_quality, climate_risk, flood_zone, walkability, property_tax, nearby_neighborhoods"}FAILThe same-origin A2A endpoint did not return a valid A2A Message, Task, or authentication challenge.

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Score history