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.cuethink.com/
SCANNED
Jul 8, 2026, 12:33 PM
VISIBILITY
Public
SUITE2026.06.10
Rescan Report
Share Report
Copy Report Link
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53/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability56%Agent Easeof Use50%Security& Trust61%GEO, AIO, AEO54%SEO85%Performance76%Accessibility33%
  • AI Discoverability 56 out of 100
  • Agent Ease of Use 50 out of 100
  • Security & Trust 61 out of 100
  • GEO, AIO and AEO 54 out of 100
  • SEO 85 out of 100
  • Performance 76 out of 100
  • Accessibility 33 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

CueThink favicon

CueThink

No page metadata or readable excerpt was captured.

Open Agent View
Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
56
Needs work2111View details
Discoverability
67
Needs work800
Content Readiness
36
Priority fix1011View details
Bot Access Control
63
Needs work300
Agent Ease of Use
50
Needs work110View details
Google Agentic Browsing
50
Needs work110View details
GEO, AIO and AEO
54
Needs work613View details
GEO Readiness
Not Applicable
Not Applicable200
AIO Readiness
68
Needs work213View details
AEO Readiness
Not Applicable
Not Applicable200
SEO
85
Mostly ready800
SEO
85
Mostly ready800
Security & Trust
61
Needs work1200
Security & Trust
61
Needs work1200
Performance
76
Mostly ready1400
Performance
76
Mostly ready1400

Prioritized recommendations

Issues ranked by score impact

6 items need attention

AI DiscoverabilityContent ReadinessEstablished

Author attribution

Author attribution is partially implemented.

45 Warning

Needs attention

Author attribution

Warning
01

Issue

No named author or publisher identity could be extracted.

Details

02

Why it matters

Author attribution helps agents cite content responsibly, assess source credibility, and distinguish editorial pages from anonymous marketing copy.

Check name

Author attribution

Score

55/100

Status

warning

Category

Content Readiness

Maturity

Established

Goal

Identify content authors or publishers for trust and attribution.

Result

Author attribution is partially implemented.

Validation steps

  1. Schema.org attribution

    Schema.org attribution is incomplete or relies only on publisher/fallback evidence.

    Schema.org author attribution is missing or incomplete

  2. Author identity quality

    No named author or publisher identity could be extracted.

    Author identity quality is incomplete
Evidence log2 steps · 8 lines
Schema.org attribution [warning]! Schema.org attribution is incomplete or relies only on publisher/fallback evidence.INFOSchema.org attributionINFOChecking structured data for author, creator, and publisher contributorsWARNCheck named Schema.org author count actual=0 expected="> 0" authorCount=0 publisherCount=0 namedContributors=0 authors=[] publishers=[] formats=[]WARNSchema.org attribution is incomplete or fallback-only authorCount=0 publisherCount=0 authors=[] publishers=[]Author identity quality [fail]! No named author or publisher identity could be extracted.INFOAuthor identity qualityINFOChecking contributors for stable identity signalsFAILCheck identified contributor count actual=0 expected="> 0" namedContributors=0 identifiedContributors=[] unidentifiedContributors=[]FAILNo named contributor identity could be extracted

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Structured data consistency

AIO: Structured data consistency scored 0/100 and needs a fix.

8 Fail

Needs attention

AIO: Structured data consistency

Failed check
01

Issue

1 structured-data value(s) were not found in visible page text.

Details

02

Why it matters

Google AI Overviews and AI Mode depend on normal Google Search eligibility, snippet permissions, useful visible content, consistent structured data, trust signals, and page experience basics. These signals help Google understand and preview a page, but they do not guarantee selection.

Check name

AIO: Structured data consistency

Score

0/100

Status

fail

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible, understandable, and previewable for Google Search AI features without promising inclusion.

Result

AIO: Structured data consistency scored 0/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 50/100 and needs improvement.

4 Warning

Needs attention

AIO: Source and trust signals

Warning
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate.

Details

02

Why it matters

Google AI Overviews and AI Mode depend on normal Google Search eligibility, snippet permissions, useful visible content, consistent structured data, trust signals, and page experience basics. These signals help Google understand and preview a page, but they do not guarantee selection.

Check name

AIO: Source and trust signals

Score

50/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible, understandable, and previewable for Google Search AI features without promising inclusion.

Result

AIO: Source and trust signals scored 50/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible content clarity

AIO: Visible content clarity scored 70/100 and needs improvement.

2 Warning

Needs attention

AIO: Visible content clarity

Warning
01

Issue

Missing meta description or Open Graph description. Title, h1, description, and opening copy are weakly aligned. 7 section(s) may benefit from clearer answer-first openings.

Details

02

Why it matters

Google AI Overviews and AI Mode depend on normal Google Search eligibility, snippet permissions, useful visible content, consistent structured data, trust signals, and page experience basics. These signals help Google understand and preview a page, but they do not guarantee selection.

Check name

AIO: Visible content clarity

Score

70/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible, understandable, and previewable for Google Search AI features without promising inclusion.

Result

AIO: Visible content clarity scored 70/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience proxy

AIO: Page experience proxy scored 80/100 and needs improvement.

2 Warning

Needs attention

AIO: Page experience proxy

Warning
01

Issue

4 image(s) are missing width/height attributes.

Details

02

Why it matters

Google AI Overviews and AI Mode depend on normal Google Search eligibility, snippet permissions, useful visible content, consistent structured data, trust signals, and page experience basics. These signals help Google understand and preview a page, but they do not guarantee selection.

Check name

AIO: Page experience proxy

Score

80/100

Status

warning

Category

GEO, AIO & AEO

Maturity

Emerging recommendation

Goal

Make page content eligible, understandable, and previewable for Google Search AI features without promising inclusion.

Result

AIO: Page experience proxy scored 80/100 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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Fix with MCP or CLI

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Score history