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://www.fineeyecolor.com/
SCANNED
Jul 10, 2026, 7:39 AM
VISIBILITY
Public
SUITE2026.06.10
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50/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability45%Agent Easeof Use55%Security& Trust45%GEO, AIO, AEO50%SEO92%Performance95%Accessibility21%
  • AI Discoverability 45 out of 100
  • Agent Ease of Use 55 out of 100
  • Security & Trust 45 out of 100
  • GEO, AIO and AEO 50 out of 100
  • SEO 92 out of 100
  • Performance 95 out of 100
  • Accessibility 21 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

FineEye - Leading the Way favicon

FineEye - Leading the Way

FineEye - Leading the Way

Open Agent View

Next step

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3 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.

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Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
45
Priority fix1600
Discoverability
67
Needs work800
Content Readiness
38
Priority fix700
Bot Access Control
33
Priority fix100
Agent Ease of Use
55
Needs work1433View details
API
50
Needs work400
MCP
37
Priority fix300
Skill Discovery
51
Needs work213View details
Agent Commerce
46
Priority fix320View details
Google Agentic Browsing
100
Strong200
GEO, AIO and AEO
50
Needs work732View details
GEO Readiness
Not Applicable
Not Applicable200
AIO Readiness
Not Applicable
Not Applicable400
AEO Readiness
26
Priority fix132View details
SEO
92
Strong900
SEO
92
Strong900
Security & Trust
45
Priority fix700
Security & Trust
45
Priority fix700
Performance
95
Strong1900
Performance
95
Strong1900

Prioritized recommendations

Issues ranked by score impact

7 items need attention

Agent Ease of UseAgent CommerceInformational

ACP - Agentic Commerce Protocol

ACP - Agentic Commerce Protocol failed at "Fetch ACP discovery".

54 Fail

Needs attention

ACP - Agentic Commerce Protocol

Failed check
01

Issue

ACP discovery content type "text/html; charset=UTF-8" is not JSON-compatible.

Details

02

Why it matters

ACP discovery lets agents find the seller's ACP API base URL, supported versions, transports, and stable services before attempting authenticated checkout-session negotiation.

Check name

ACP - Agentic Commerce Protocol

Score

46/100

Status

fail

Category

Agent Commerce

Maturity

Informational

Goal

Expose valid ACP discovery when this origin supports Agentic Commerce Protocol workflows.

Result

ACP - Agentic Commerce Protocol failed at "Fetch ACP discovery".

Validation steps

  1. Fetch ACP discovery

    ACP discovery content type "text/html; charset=UTF-8" is not JSON-compatible.

    ACP discovery is missing or not parseable

  2. Validate ACP discovery shape

    ACP discovery could not be parsed.

    ACP discovery protocol metadata is invalid
Evidence log2 steps · 9 lines
Fetch ACP discovery [fail]! ACP discovery content type "text/html; charset=UTF-8" is not JSON-compatible.INFOFetch ACP discovery status="fail"INFOFetch canonical ACP discovery /.well-known/acp.json statusCode=202 contentType="text/html; charset=UTF-8" parsed=false error="Unexpected end of JSON input"FAILCheck canonical ACP discovery response actual=false expected=true canonicalFound=trueFAILACP discovery content type "text/html; charset=UTF-8" is not JSON-compatible.Validate ACP discovery shape [fail]! ACP discovery could not be parsed.INFOValidate ACP discovery shape status="fail"INFOValidate ACP protocol object, name, date version, and supported_versions orderingFAILCheck protocol object and name actual={"hasProtocol":false} expected={"hasProtocol":true,"protocolName":"acp"}FAILCheck protocol version history actual={"supportedVersionCount":0,"supportedVersionsOrdered":false,"supportedVersionsEndWithCurrent":false} expected="date version with chronological supported_versions ending in current version"FAILACP discovery could not be parsed.

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

Agent Skills index failed at "Validate discovery index schema".

45 Fail

Needs attention

Agent Skills index

Failed check
01

Issue

Agent Skills index was not served with a JSON-compatible Content-Type.

Details

02

Why it matters

An Agent Skills index lets agents discover task-specific instructions through a small trusted index, then verify and load only the skill artifacts they need.

Check name

Agent Skills index

Score

55/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish an Agent Skills discovery index that advertises digest-pinned SKILL.md or archive artifacts.

Result

Agent Skills index failed at "Validate discovery index schema".

Validation steps

  1. Validate discovery index schema

    Agent Skills index was not served with a JSON-compatible Content-Type.

    Agent Skills discovery index schema is invalid

    Response is not valid JSON.

  2. Verify advertised artifacts

    No valid skill artifacts were available to verify.

  3. Validate skill content

    For skill-md artifacts, include valid YAML frontmatter with name and description followed by Markdown. For archives, include a safe root SKILL.md and no unsafe paths.

  4. Review skill artifact security

    Do not publish secrets or prompt-injection instructions in skill artifacts. Treat scripts, archives, and cross-origin artifacts as software supply-chain surfaces.

Evidence log4 steps · 14 lines
Validate discovery index schema [fail]! Agent Skills index was not served with a JSON-compatible Content-Type.INFOValidate discovery index schemaINFOParse Agent Skills index JSON validJson=false contentTypeCompatible=falseFAILCompare $schema URI expected="https://schemas.agentskills.io/discovery/0.2.0/schema.json"FAILCompare top-level schema issue count actual=1 expected=0FAILCompare unknown top-level field count actual=0 expected=0FAILAgent Skills index was not served with a JSON-compatible Content-Type.Verify advertised artifacts [warning]! No valid skill artifacts were available to verify.INFOVerify advertised artifactsWARNCompare artifact fetch count actual=0 expected="> 0"WARNNo valid skill artifacts were available to verify.Validate skill content [warning]INFOValidate skill contentWARNAgent Skills step completed with warningsReview skill artifact security [warning]INFOReview skill artifact securityWARNCompare security finding count actual=0 expected=0WARNAgent Skills step completed with warnings

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

4 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 14/100 and needs a fix.

6 Fail

Needs attention

AEO: Evidence and trust

Failed check
01

Issue

Missing answer evidence or trust signals: author, publisher, freshnessDate, sources, sameAs, 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

14/100

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 14/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question and answer structure

AEO: Question and answer structure scored 47/100 and needs a fix.

4 Fail

Needs attention

AEO: Question and answer structure

Failed check
01

Issue

No natural question headings were detected. No visible FAQ or Q&A pattern was detected. Heading structure issues were 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: Question and answer structure

Score

47/100

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: Question and answer structure scored 47/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Extractable visible copy

AEO: Extractable visible copy scored 68/100 and needs improvement.

2 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

68/100

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 68/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 80/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

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

80/100

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 80/100 and needs improvement.

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Score history