CanAgentUse

CanAgentUse products

Agentic Browsing AuditCheck dialogs, menus, drawers, popovers, form errors, checkout steps, and other UI states that a standard Lighthouse scan may not capture.View product MCP ServerInstall CanAgentUse in your coding agent so scan findings become repo-ready fixes.View product WooCommerce PluginPublish UCP discovery and agent-ready commerce signals from WooCommerce without rebuilding checkout.View product Shopify PluginAdd UCP discovery, storefront metadata checks, and controlled cart-to-checkout flows for shopping agents.View product AgentReady CIScan commits and PRs, publish reports, and choose which agent-readiness failures should block merges.View product

CanAgentUse tools

UCP Suite

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

UCP ValidatorUCP Playground

MCP Playground

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

MCP Playground

A2A Playground

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

A2A Playground

Agent Website Viewer

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

Agent Website Viewer
New Scan
https://lightinfitness.com/
SCANNED
Jul 15, 2026, 7:27 PM
VISIBILITY
Public
SUITE2026.06.10
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47/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents
AIDiscoverability60%Agent Easeof Use53%Security& Trust71%GEO, AIO, AEO49%SEO100%Performance39%Accessibility0%
  • AI Discoverability 60 out of 100
  • Agent Ease of Use 53 out of 100
  • Security & Trust 71 out of 100
  • GEO, AIO and AEO 49 out of 100
  • SEO 100 out of 100
  • Performance 39 out of 100
  • Accessibility 0 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Équipement Fitness & Musculation Pro à Tours | LIF favicon

Équipement Fitness & Musculation Pro à Tours | LIF

Light In Fitness, fournisseur fitness pro à Tours : musculation, cardio, CrossFit, sols sportifs pour salles, hôtels et collectivités. Devis gratuit.

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Fix with MCP / CLI
Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
60
Needs work2900
Discoverability
67
Needs work800
Content Readiness
72
Needs work2000
Bot Access Control
45
Priority fix100
Agent Ease of Use
53
Needs work1521View details
API
79
Mostly ready700
MCP
47
Priority fix200
Skill Discovery
53
Needs work511View details
Google Agentic Browsing
35
Priority fix110View details
GEO, AIO and AEO
49
Priority fix423View details
GEO Readiness
Not Applicable
Not Applicable100
AIO Readiness
Not Applicable
Not Applicable200
AEO Readiness
37
Priority fix123View details
SEO
100
Strong1000
SEO
100
Strong1000
Security & Trust
71
Needs work1700
Security & Trust
71
Needs work1700
Performance
39
Priority fix700
Performance
39
Priority fix700

Prioritized recommendations

Issues ranked by score impact

7 items need attention

Agent Ease of UseSkill DiscoveryEmerging recommendation

A2A Agent Card

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

30 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

70/100

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. Validate version-specific card shape

    A2A Agent Card has compatibility warnings.

    A2A Agent Card shape is invalid for its version

  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 · 9 lines
Validate version-specific card shape [warning]! A2A Agent Card has compatibility warnings.INFOValidate version-specific card shapeWARNCompare missing required card fields actual="none" expected="none"WARNCheck every declared A2A skill has required name, description, and endpoint fields actual=0 expected=0 invalidSkills=[]INFOReview declared endpoint interfaces interfaces=[{"url":"https://lightinfitness.com/wp-json/","protocolBinding":"JSONRPC","issues":[]},{"url":"https://lightinfitness.com/?format=md","protocolBinding":"JSONRPC","issues":[]}]WARNA2A Agent Card has compatibility warnings.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://lightinfitness.com/wp-json/" statusCode=404FAILThe same-origin A2A endpoint did not return a valid A2A Message, Task, or authentication challenge.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first passages

AEO: Answer-first passages scored 0/100 and needs a fix.

7 Fail

Needs attention

AEO: Answer-first passages

Failed check
01

Issue

84 section(s) bury or omit a concise opening answer. No direct definition pattern was detected.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Answer-first passages

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Answer-first passages scored 0/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Evidence and trust

AEO: Evidence and trust scored 43/100 and needs a fix.

4 Fail

Needs attention

AEO: Evidence and trust

Failed check
01

Issue

Missing answer evidence or trust signals: author, publisher, freshnessDate, policyLinks.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Evidence and trust

Score

43/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Evidence and trust scored 43/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 61/100 and needs improvement.

3 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Expected exactly one h1, found 2. No direct definition sentence was detected.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Entity and definition clarity

Score

61/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Entity and definition clarity scored 61/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Extractable visible copy

AEO: Extractable visible copy scored 81/100 and needs improvement.

1 Warning

Needs attention

AEO: Extractable visible copy

Warning
01

Issue

Visible text has few answer-oriented terms or explanatory markers.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Extractable visible copy

Score

81/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Extractable visible copy scored 81/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-surface controls

AEO: Answer-surface controls scored 82/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer-surface controls

Warning
01

Issue

3 data-nosnippet element(s) found.

Details

02

Why it matters

Answer engines need visible answer passages, clear question and heading structure, entity definitions, evidence, and trust signals. These signals improve extraction and attribution, but they do not guarantee answer-engine citations or search features.

Check name

AEO: Answer-surface controls

Score

82/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content easy for answer engines and assistants to extract, answer from, and attribute without promising inclusion in any proprietary answer surface.

Result

AEO: Answer-surface controls scored 82/100 and needs improvement.

Agent Ease of UseGoogle Agentic BrowsingBrowser audit

Accessibility tree is not well-formed

100 Fail

Check name

Accessibility tree is not well-formed

Score

0/100

Status

fail

Device

desktop

Category

Google Agentic Browsing

Fix guidance

A well-formed [accessibility tree](http://goo.gle/lighthouse-agentic-a11y) helps AI agents to navigate and interact with the page.

Evidence
{
  "description": "A well-formed [accessibility tree](http://goo.gle/lighthouse-agentic-a11y) helps AI agents to navigate and interact with the page."
}

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Score history