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://towardsai.com/
SCANNED
Jul 27, 2026, 7:00 AM
VISIBILITY
Public
SUITE2026.06.10
Rescan Report
Share Report
Copy Report Link
Export Report
56/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability53%Agent Easeof Use53%Security& Trust41%GEO, AIO, AEO34%SEO100%Performance78%Accessibility79%
  • AI Discoverability 53 out of 100
  • Agent Ease of Use 53 out of 100
  • Security & Trust 41 out of 100
  • GEO, AIO and AEO 34 out of 100
  • SEO 100 out of 100
  • Performance 78 out of 100
  • Accessibility 79 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Forbidden Access

No page metadata or readable excerpt was captured.

Open Agent View
Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
53
Needs work2100
Discoverability
67
Needs work800
Content Readiness
26
Priority fix1000
Bot Access Control
63
Needs work300
Agent Ease of Use
53
Needs work210View details
Google Agentic Browsing
64
Needs work210View details
GEO, AIO and AEO
34
Priority fix454View details
GEO Readiness
Not Applicable
Not Applicable100
AIO Readiness
45
Priority fix222View details
AEO Readiness
30
Priority fix132View details
SEO
100
Strong1000
SEO
100
Strong1000
Security & Trust
41
Priority fix600
Security & Trust
41
Priority fix600
Performance
78
Mostly ready1200
Performance
78
Mostly ready1200

Prioritized recommendations

Issues ranked by score impact

10 items need attention

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Source and trust signals

AIO: Source and trust signals scored 0/100 and needs a fix.

8 Fail

Needs attention

AIO: Source and trust signals

Failed check
01

Issue

Missing AIO trust signals: author, publisher, freshnessDate, aboutOrContact, policyLinks, sourceLinks.

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

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: Source and trust signals scored 0/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Evidence and trust

AEO: Evidence and trust scored 0/100 and needs a fix.

7 Fail

Needs attention

AEO: Evidence and trust

Failed check
01

Issue

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

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: Evidence and trust scored 0/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Google Search eligibility

AIO: Google Search eligibility scored 45/100 and needs a fix.

4 Fail

Needs attention

AIO: Google Search eligibility

Failed check
01

Issue

HTTP status is 403; Google Search AI features require an indexable 2xx page. Canonical tag is missing.

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: Google Search eligibility

Score

45/100

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: Google Search eligibility scored 45/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Extractable visible copy

AEO: Extractable visible copy scored 46/100 and needs a fix.

4 Fail

Needs attention

AEO: Extractable visible copy

Failed check
01

Issue

Only 49 visible words were detected for answer extraction. 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

46/100

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: Extractable visible copy scored 46/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Page experience proxy

AIO: Page experience proxy scored 50/100 and needs improvement.

4 Warning

Needs attention

AIO: Page experience proxy

Warning
01

Issue

Missing viewport meta tag. Only 49 words of visible rendered text were detected.

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

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: Page experience proxy scored 50/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question and answer structure

AEO: Question and answer structure scored 48/100 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. No list or table answer format 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: Question and answer structure

Score

48/100

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 48/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first passages

AEO: Answer-first passages scored 55/100 and needs improvement.

3 Warning

Needs attention

AEO: Answer-first passages

Warning
01

Issue

No h2/h3 answer sections 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: Answer-first passages

Score

55/100

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-first passages scored 55/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AIO: Visible content clarity

AIO: Visible content clarity scored 69/100 and needs improvement.

2 Warning

Needs attention

AIO: Visible content clarity

Warning
01

Issue

Missing meta description or Open Graph description. Only 49 visible words were detected.

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

69/100

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 69/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 82/100 and needs improvement.

1 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Missing meta description or Open Graph description.

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

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: Entity and definition clarity 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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Fix with MCP or CLI

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Fix with MCP / CLI

Score history