CanAgentUse

CanAgentUse products

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.huffingtonpost.fr/
SCANNED
Jul 3, 2026, 5:13 AM
VISIBILITY
Public
SUITE2026.06.10
Rescan Report
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54/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability58%Agent Easeof Use53%Security& Trust69%GEO, AIO, AEO63%SEO85%Performance97%Accessibility0%
  • AI Discoverability 58 out of 100
  • Agent Ease of Use 53 out of 100
  • Security & Trust 69 out of 100
  • GEO, AIO and AEO 63 out of 100
  • SEO 85 out of 100
  • Performance 97 out of 100
  • Accessibility 0 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Le HuffPost : actualités et infos décalées en continu, en France et dans le monde favicon

Le HuffPost : actualités et infos décalées en continu, en France et dans le monde

Ne ratez rien de l'actu grâce à nos articles et vidéos en accès libre : Politique, France, International, Environnement, Sciences, Life, Culture et Divertissement... A décrouvrir à travers nos nombreux contenus, mais aussi des témoignages...

Open Agent View
Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
58
Needs work1900
Discoverability
67
Needs work800
Content Readiness
47
Priority fix900
Bot Access Control
60
Needs work200
Agent Ease of Use
53
Needs work310View details
API
67
Needs work100
Auth
48
Priority fix100
Google Agentic Browsing
50
Needs work110View details
GEO, AIO and AEO
63
Needs work613View details
GEO Readiness
Not Applicable
Not Applicable100
AIO Readiness
Not Applicable
Not Applicable300
AEO Readiness
54
Needs work213View details
SEO
85
Mostly ready800
SEO
85
Mostly ready800
Security & Trust
69
Needs work1600
Security & Trust
69
Needs work1600
Performance
97
Strong1900
Performance
97
Strong1900
Accessibility
0
Priority fix010View details
Accessibility
0
Priority fix010View details

Prioritized recommendations

Issues ranked by score impact

6 items need attention

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-first passages

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

9 Fail

Needs attention

AEO: Answer-first passages

Failed check
01

Issue

61 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: Entity and definition clarity

AEO: Entity and definition clarity scored 57/100 and needs improvement.

4 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Title, h1, description, and opening copy are weakly aligned. 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

57/100

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 57/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Evidence and trust

AEO: Evidence and trust scored 57/100 and needs improvement.

4 Warning

Needs attention

AEO: Evidence and trust

Warning
01

Issue

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

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

57/100

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: Evidence and trust scored 57/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Answer-surface controls

AEO: Answer-surface controls scored 88/100 and needs improvement.

1 Warning

Needs attention

AEO: Answer-surface controls

Warning
01

Issue

1 answer retrieval crawler(s) are blocked for the scanned path.

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

88/100

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 88/100 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."
}

AccessibilityAccessibilityBrowser audit

Buttons must have discernible text

100 Fail

Check name

Buttons must have discernible text

Score

0/100

Status

fail

Device

desktop

Category

Accessibility

Fix guidance

Buttons must have discernible text

Evidence
{
  "ruleId": "button-name",
  "impact": "critical",
  "description": "Ensure buttons have discernible text",
  "tags": [
    "cat.name-role-value",
    "wcag2a",
    "wcag412",
    "section508",
    "section508.22.a",
    "TTv5",
    "TT6.a",
    "EN-301-549",
    {
      "truncated": true,
      "omittedCount": 4,
      "originalCount": 12
    }
  ],
  "affectedNodeCount": 1,
  "nodes": [
    {
      "target": [
        "#hamburger"
      ],
      "html": {
        "discarded": true,
        "reason": "[discarded fetched document data]",
        "originalType": "string",
        "originalLength": 263
      },
      "failureSummary": "Fix any of the following:\n  Element does not have inner text that is visible to screen readers\n  aria-label attribute does not exist or is empty\n  aria-labelledby attribute does not exist, references elements that do not exist or references elements that are empty\n  Element has no title attribute\n  Element does not have an implicit (wrapped) <label>\n  Element does not have an explicit <label>\n  Element's default semantics were not overridden with role=\"none\" or role=\"presentation\""
    }
  ]
}

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Fix with MCP or CLI

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Fix with MCP / CLI

Score history

Public scan score over time

Public reports for this website origin. Select any point or report link to open that canonical report.

1 reports
Public score history report links
Scan dateScoreReadinessReport
54/100Level 3, Bot-AwareCurrent report