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.lanterncrm.com/
SCANNED
Jul 7, 2026, 9:48 PM
VISIBILITY
Public
SUITE2026.06.10
Rescan Report
Share Report
Copy Report Link
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51/100

OVERALL SCORE

Level 3, Bot-Aware

Moderate readiness for AI agents
AIDiscoverability70%Agent Easeof Use43%Security& Trust45%GEO, AIO, AEO65%SEO69%Performance69%Accessibility7%
  • AI Discoverability 70 out of 100
  • Agent Ease of Use 43 out of 100
  • Security & Trust 45 out of 100
  • GEO, AIO and AEO 65 out of 100
  • SEO 69 out of 100
  • Performance 69 out of 100
  • Accessibility 7 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Lanterncrm - My blog about spying favicon

Lanterncrm - My blog about spying

My blog about spying

Open Agent View

Next step

Turn this report into a fix workflow

1 failed check is 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.

Fix with MCP / CLI
Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
70
Needs work3210View details
Discoverability
67
Needs work800
Content Readiness
74
Needs work2010View details
Bot Access Control
69
Needs work400
Agent Ease of Use
43
Priority fix010View details
Google Agentic Browsing
12
Priority fix010View details
GEO, AIO and AEO
65
Needs work1000
GEO Readiness
Not Applicable
Not Applicable200
AIO Readiness
Not Applicable
Not Applicable400
AEO Readiness
Not Applicable
Not Applicable400
SEO
69
Needs work900
SEO
69
Needs work900
Security & Trust
45
Priority fix700
Security & Trust
45
Priority fix700
Performance
69
Needs work910View details
Performance
69
Needs work910View details

Prioritized recommendations

Issues ranked by score impact

3 items need attention

AI DiscoverabilityContent ReadinessEstablished

Content freshness signals

Content freshness signals is missing or incomplete.

0 Fail

Needs attention

Content freshness signals

Failed check
01

Issue

Content freshness signals are invalid: dateModified (2022-01-18T16:35:31+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).; dateModified (2022-01-18T16:28:55+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).; dateModified (2022-01-18T16:44:01+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).; dateModified (2022-01-18T15:09:12+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00)..

Details

02

Why it matters

Freshness signals help agents, crawlers, and search systems decide whether content is current enough to cite, summarize, cache, or compare against newer sources.

Check name

Content freshness signals

Score

100/100

Status

fail

Category

Content Readiness

Maturity

Established

Goal

Expose modified and published dates for freshness-aware retrieval, citation, and ranking.

Result

Content freshness signals is missing or incomplete.

Validation steps

  1. Check date validity and consistency

    dateModified (2022-01-18T16:35:31+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).; dateModified (2022-01-18T16:28:55+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).; dateModified (2022-01-18T16:44:01+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).; dateModified (2022-01-18T15:09:12+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).

    Freshness dates are invalid or inconsistent
Evidence log1 step · 4 lines
Check date validity and consistency [fail]! dateModified (2022-01-18T16:35:31+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).; dateModified (2022-01-18T16:28:55+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).; dateModified (2022-01-18T16:44:01+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).; dateModified (2022-01-18T15:09:12+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).INFOCheck date validity and consistencyINFOChecking collected freshness dates for invalid values, future dates, and inconsistent orderingFAILCheck critical freshness issue count actual=4 expected=0 warningIssueCount=0 issues=[{"severity":"fail","message":"dateModified (2022-01-18T16:35:31+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00)."},{"severity":"fail","message":"dateModified (2022-01-18T16:28:55+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00)."},{"severity":"fail","message":"dateModified (2022-01-18T16:44:01+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00)."},{"severity":"fail","message":"dateModified (2022-01-18T15:09:12+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00)."}]FAILInvalid freshness date issue found issues=["dateModified (2022-01-18T16:35:31+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).","dateModified (2022-01-18T16:28:55+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).","dateModified (2022-01-18T16:44:01+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00).","dateModified (2022-01-18T15:09:12+00:00) is earlier than datePublished (2022-06-11T08:32:48+00:00)."]

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."
}

PerformancePerformanceBrowser audit

Avoid large layout shifts

100 Fail

Check name

Avoid large layout shifts

Score

0/100

Status

fail

Device

desktop

Category

Performance

Estimated savings

2 layout shifts found

Fix guidance

These are the largest layout shifts observed on the page. Each table item represents a single layout shift, and shows the element that shifted the most. Below each item are possible root causes that led to the layout shift. Some of these layout shifts may not be included in the CLS metric value due to [windowing](https://web.dev/articles/cls#what_is_cls). [Learn how to improve CLS](https://web.dev/articles/optimize-cls)

Evidence
{
  "displayValue": "2 layout shifts found",
  "description": "These are the largest layout shifts observed on the page. Each table item represents a single layout shift, and shows the element that shifted the most. Below each item are possible root causes that led to the layout shift. Some of these layout shifts may not be included in the CLS metric value due to [windowing](https://web.dev/articles/cls#what_is_cls). [Learn how to improve CLS](https://web.dev/articles/optimize-cls)"
}

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Score history