CanAgentUse tools

UCP Suite

Validate Universal Commerce Protocol discovery, then test product search, carts, checkout links, and merchant handoff flows.

MCP Playground

Connect to remote MCP servers, inspect tools and resources, test prompts, auth, headers, notifications, and JSON-RPC responses.

A2A Playground

Inspect Agent Cards, validate advertised endpoints, and prepare safe requests for agent-to-agent workflows.

Agent Website Viewer

Enter a public URL and see the roles, names, landmarks, controls, and blockers that shape how AI agents understand the page.

SCANNED
Jun 29, 2026, 1:06 AM
VISIBILITY
Public
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45/100

OVERALL SCORE

Level 2, Agent-Limited

Priority improvements needed for AI agents
AIDiscoverability31%Agent Easeof Use43%Security& Trust52%GEO, AIO, AEO46%SEO92%Performance98%Accessibility10%
  • AI Discoverability 31 out of 100
  • Agent Ease of Use 43 out of 100
  • Security & Trust 52 out of 100
  • GEO, AIO and AEO 46 out of 100
  • SEO 92 out of 100
  • Performance 98 out of 100
  • Accessibility 10 out of 100

CAPTURED SCREENSHOT

Captured website desktop screenshot

What AI sees of your website

Lightshot — screenshot tool for Mac & Win favicon

Lightshot — screenshot tool for Mac & Win

No page metadata or readable excerpt was captured.

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Detailed report scores grouped by capability area
MetricScoreStatusPassedFailedWarningEvidence
AI Discoverability
31
Priority fix1300
Discoverability
48
Priority fix500
Content Readiness
10
Priority fix500
Bot Access Control
35
Priority fix300
Agent Ease of Use
43
Priority fix2045View details
API
44
Priority fix700
Auth
41
Priority fix600
MCP
42
Priority fix400
Skill Discovery
46
Priority fix345View details
GEO, AIO and AEO
46
Priority fix423View details
GEO Readiness
Not Applicable
Not Applicable100
AIO Readiness
Not Applicable
Not Applicable200
AEO Readiness
34
Priority fix123View details
SEO
92
Strong800
SEO
92
Strong800
Security & Trust
52
Needs work900
Security & Trust
52
Needs work900
Performance
98
Strong1800
Performance
98
Strong1800

Prioritized recommendations

Issues ranked by score impact

7 items need attention

Agent Ease of UseSkill DiscoveryEmerging recommendation

agents.json

agents.json failed at "Validate Wildcard schema shape".

33 Fail

Needs attention

agents.json

Failed check
01

Issue

agents.json response is not valid JSON.

02

Why it matters

Wildcard agents.json gives agents workflow-level context beyond plain OpenAPI, including flows, links, examples, and API action structure. It is an emerging OpenAPI-adjacent proposal, so scanners should validate the contract shape without treating it as an A2A or IETF standard.

Check name

agents.json

Score

35/100

Status

fail

Category

Skill Discovery

Maturity

Emerging recommendation

Goal

Publish a Wildcard-style agents.json file so agents can discover OpenAPI-backed workflows, links, examples, and authentication requirements.

Result

agents.json failed at "Validate Wildcard schema shape".

Validation steps

  1. Validate Wildcard schema shape

    agents.json response is not valid JSON.

  2. Validate API actions

    Wildcard agents.json must include valid OpenAPI-derived action or operation definitions.

  3. Validate flows and links

    No executable flows were found.

  4. Review examples and LLM usability

    Examples or descriptions are too thin for reliable agent argument generation.

Evidence log4 steps · 17 lines
Validate Wildcard schema shape [fail]! agents.json response is not valid JSON.INFOValidate Wildcard schema shapeINFOParse agents.json and classify contract shape shape="unknown"FAILCompare contract shape actual="unknown" expected="wildcard"FAILCompare missing required schema fields actual="none" expected="none"FAILCompare Content-Type with JSON expectation actual=false expected=trueFAILagents.json response is not valid JSON.Validate API actions [fail]! Wildcard agents.json must include valid OpenAPI-derived action or operation definitions.INFOValidate API actionsFAILCompare API action count actual=0 expected="> 0"FAILCompare invalid action definitions actual=0 expected=0FAILWildcard agents.json must include valid OpenAPI-derived action or operation definitions.Validate flows and links [fail]! No executable flows were found.INFOValidate flows and linksFAILCompare workflow flow count actual=0 expected="> 0"FAILCompare operation link issues actual=0 expected=0FAILNo executable flows were found.Review examples and LLM usability [warning]! Examples or descriptions are too thin for reliable agent argument generation.INFOReview examples and LLM usabilityWARNCompare usable example count actual=0 expected="> 0 when actions are present"WARNExamples or descriptions are too thin for reliable agent argument generation.

Agent Ease of UseSkill DiscoveryEmerging recommendation

Agent Skills index

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

26 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

48/100

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. Discover Agent Skills index

    Agent Skills index was found only at the legacy /.well-known/skills/index.json path.

  2. Validate discovery index schema

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

    Response is not valid JSON.

  3. Verify advertised artifacts

    No valid skill artifacts were available to verify.

  4. 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.

  5. 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 log5 steps · 19 lines
Discover Agent Skills index [warning]! Agent Skills index was found only at the legacy /.well-known/skills/index.json path.INFODiscover Agent Skills indexINFOTry Agent Skills index paths in priority order paths=["/.well-known/agent-skills/index.json","/.well-known/skills/index.json"]WARNAgent Skills index candidate was not usable path="/.well-known/agent-skills/index.json" url="https://prnt.sc/.well-known/agent-skills/index.json" statusCode=503PASSFetched Agent Skills index candidate path="/.well-known/skills/index.json" url="https://prnt.sc/.well-known/skills/index.json" statusCode=200 contentType="text/html; charset=UTF-8" bytes=16440 selected="selected"WARNAgent Skills index was found only at the legacy /.well-known/skills/index.json path.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

1 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 43/100 and needs a fix.

4 Fail

Needs attention

AEO: Evidence and trust

Failed check
01

Issue

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

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

43/100

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 43/100 and needs a fix.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Question and answer structure

AEO: Question and answer structure scored 55/100 and needs improvement.

3 Warning

Needs attention

AEO: Question and answer structure

Warning
01

Issue

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

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: Question and answer structure scored 55/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Extractable visible copy

AEO: Extractable visible copy scored 56/100 and needs improvement.

3 Warning

Needs attention

AEO: Extractable visible copy

Warning
01

Issue

Only 112 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

56/100

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 56/100 and needs improvement.

GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation

AEO: Entity and definition clarity

AEO: Entity and definition clarity scored 62/100 and needs improvement.

3 Warning

Needs attention

AEO: Entity and definition clarity

Warning
01

Issue

Missing meta description or Open Graph description. 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

62/100

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 62/100 and needs improvement.

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Fix with MCP / CLI

Score history

prnt.sc AI Agent Readiness Report: 45/100 (Level 2, Agent-Limited)