Export Report
OVERALL SCORE
Level 4, Mostly Ready
- AI Discoverability 86 out of 100
- Agent Ease of Use 55 out of 100
- Security & Trust 68 out of 100
- GEO, AIO and AEO 64 out of 100
- SEO 100 out of 100
- Performance 96 out of 100
- Accessibility 100 out of 100
What AI sees of your website
Compare The Cloud
The UK's leading B2B technology media platform — expert analysis, breaking news, and industry opinions on cloud, AI, cybersecurity, and digital transformation.
Next step
Turn this report into a fix workflow
3 failed checks are 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.
| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 86 | Mostly ready | 42 | 0 | 0 | |
| Discoverability | 100 | Strong | 10 | 0 | 0 | |
| Content Readiness | 86 | Mostly ready | 27 | 0 | 0 | |
| Bot Access Control | 75 | Mostly ready | 5 | 0 | 0 | |
| Agent Ease of Use | 55 | Needs work | 28 | 6 | 3 | View details |
| API | 78 | Mostly ready | 11 | 0 | 0 | |
| Auth | 10 | Priority fix | 1 | 3 | 0 | View details |
| MCP | 47 | Priority fix | 2 | 0 | 0 | |
| Skill Discovery | 59 | Needs work | 7 | 3 | 3 | View details |
| Agent Commerce | 68 | Needs work | 5 | 0 | 0 | |
| Google Agentic Browsing | 67 | Needs work | 2 | 0 | 0 | |
| GEO, AIO and AEO | 64 | Needs work | 8 | 0 | 0 | |
| GEO Readiness | Not Applicable | Not Applicable | 2 | 0 | 0 | |
| AIO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| AEO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| SEO | 100 | Strong | 10 | 0 | 0 | |
| Security & Trust | 68 | Needs work | 15 | 0 | 0 | |
| Security & Trust | 68 | Needs work | 15 | 0 | 0 | |
| Performance | 96 | Strong | 15 | 0 | 0 | |
| Performance | 96 | Strong | 15 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
3 items need attention
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration failed at "Fetch and validate /auth.md".
90 Fail
Agent Ease of UseAuthEmerging recommendation
Auth.md Agent Registration
Auth.md Agent Registration failed at "Fetch and validate /auth.md".
Needs attention
Auth.md Agent Registration
Issue
auth.md could not be fetched.
Details
Why it matters
Human login and signup flows are often opaque to agents. Auth.md gives automated clients a stable registration contract instead of forcing them to scrape docs, automate browser forms, or guess credential flows.
Check name
Auth.md Agent Registration
Score
10/100
Status
fail
Category
Auth
Maturity
Emerging recommendation
Goal
Publish Auth.md v1 metadata so agents can discover how to register, claim a user, and obtain credentials.
Result
Auth.md Agent Registration failed at "Fetch and validate /auth.md".
Validation steps
Fetch and validate /auth.md
auth.md could not be fetched.
/auth.md is missing or not usable as agent registration guidance
Validate protected resource metadata
OAuth Protected Resource Metadata could not be fetched.
Auth.md protected-resource metadata is missing or incomplete
Validate Auth.md authorization metadata
OAuth authorization-server metadata could not be fetched.
Authorization-server metadata lacks Auth.md v1 fields
Evidence log3 steps · 18 lines
Fetch and validate /auth.md [fail]! auth.md could not be fetched.INFOFetch and validate /auth.mdINFOFetch Auth.md-related resource path="/auth.md" statusCode=404 contentType="text/html" bytes=35288FAILCompare response Content-Type with expected Auth.md media type actual=false expected=trueFAILCompare Auth.md/OAuth metadata validation result actual=false expected=trueFAILAuth.md validation issue issue="auth.md could not be fetched."FAILauth.md could not be fetched.Validate protected resource metadata [fail]! OAuth Protected Resource Metadata could not be fetched.INFOValidate protected resource metadataINFOFetch Auth.md-related resource path="/.well-known/oauth-protected-resource" statusCode=404 contentType="text/html" bytes=35288FAILCompare response Content-Type with expected Auth.md media type actual=false expected=trueFAILCompare Auth.md/OAuth metadata validation result actual=false expected=trueFAILAuth.md validation issue issue="OAuth Protected Resource Metadata could not be fetched."FAILOAuth Protected Resource Metadata could not be fetched.Validate Auth.md authorization metadata [fail]! OAuth authorization-server metadata could not be fetched.INFOValidate Auth.md authorization metadataINFOFetch Auth.md-related resource path="/.well-known/oauth-authorization-server" statusCode=404 contentType="text/html" bytes=35288FAILCompare response Content-Type with expected Auth.md media type actual=false expected=trueFAILCompare Auth.md/OAuth metadata validation result actual=false expected=trueFAILAuth.md validation issue issue="OAuth authorization-server metadata could not be fetched."FAILOAuth authorization-server metadata could not be fetched.
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Verify advertised artifacts".
25 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
Agent Skills index
Agent Skills index failed at "Verify advertised artifacts".
Needs attention
Agent Skills index
Issue
One or more advertised skill artifacts could not be fetched or failed raw-byte digest verification.
Details
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
50/100
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 "Verify advertised artifacts".
Validation steps
Validate skill entries
One or more Agent Skills entries have quality or trust warnings.
One or more skill entries are invalid
Skill entry findings
[ { "index": 0, "valid": true, "name": "search-content", "type": "skill-md", "description": "Full-text search across Compare the Cloud articles, news, partner opinions and video-first stories.", "url": "https://www.comparethecloud.net/.well-known/agent-skills/search-content/SKILL.md", "digest": "sha256:929a2c27a3d6a94c1ea245783487b0872f23b381fc6ebf0e2ab6bdc48528dd1d", "resolvedUrl": "https://www.comparethecloud.net/.well-known/agent-skills/search-content/SKILL.md", "originClass": "same-origin", "missing": [], "invalid": [], "warnings": [ "description should explain when to use the skill" ] }, { "index": 1, "valid": true, "name": "search-directory", "type": "skill-md", "description": "Search the Compare the Cloud directory of UK and international technology vendors and service providers.", "url": "https://www.comparethecloud.net/.well-known/agent-skills/search-directory/SKILL.md", "digest": "sha256:0f0ac7f8f113a457bd6ff529be124e7eefb87e43b4f4590665b0cb77a9d4d135", "resolvedUrl": "https://www.comparethecloud.net/.well-known/agent-skills/search-directory/SKILL.md", "originClass": "same-origin", "missing": [], "invalid": [], "warnings": [ "description should explain when to use the skill" ] } ]Verify advertised artifacts
One or more advertised skill artifacts could not be fetched or failed raw-byte digest verification.
Advertised skill artifacts could not be verified
Artifact verification failures
[ { "index": 1, "name": "search-directory", "type": "skill-md", "url": "https://www.comparethecloud.net/.well-known/agent-skills/search-directory/SKILL.md", "originClass": "same-origin", "statusCode": 200, "contentType": "text/markdown", "byteLength": 1342, "advertisedDigest": "sha256:0f0ac7f8f113a457bd6ff529be124e7eefb87e43b4f4590665b0cb77a9d4d135", "actualDigest": "sha256:af37b4c176d3f846b4aebb2531cf58cfc66bdf5c23964821552e8f711d98cc30", "digestMatches": false, "content": { "discarded": true, "reason": "[discarded fetched document data]", "originalType": "object", "originalKeys": [ "valid", "warnings", "failures", "security", "quality", "frontmatter" ] } } ]Validate skill content
SKILL.md is missing YAML frontmatter.
Skill artifact content is invalid
Skill content findings
- SKILL.md is missing YAML frontmatter.
- SKILL.md is missing YAML frontmatter.
Review skill artifact security
SKILL.md references external URLs; fetched content is an additional trust boundary (https://www.comparethecloud.net/api/search`, https://www.comparethecloud.net/api/search).
Skill artifacts contain security findings
Agent Skills security findings
- SKILL.md references external URLs; fetched content is an additional trust boundary (https://www.comparethecloud.net/api/search`, https://www.comparethecloud.net/api/search).
- SKILL.md references external URLs; fetched content is an additional trust boundary (https://www.comparethecloud.net/api/directory/search`, https://www.comparethecloud.net/api/directory/search, https://www.comparethecloud.net/api/directory/listing/, https://www.comparethecloud.net/.well-known/ucp`.).
Evidence log4 steps · 22 lines
Validate skill entries [warning]! One or more Agent Skills entries have quality or trust warnings.INFOValidate skill entriesWARNCompare advertised skill count actual=2 expected="> 0"WARNCompare valid skill entry count actual=2 expected="same as advertised skill count"WARNSkill entry warning skill={"index":0,"valid":true,"name":"search-content","type":"skill-md","description":"Full-text search across Compare the Cloud articles, news, partner opinions and video-first stories.","url":"https://www.comparethecloud.net/.well-known/agent-skills/search-content/SKILL.md","digest":"sha256:929a2c27a3d6a94c1ea245783487b0872f23b381fc6ebf0e2ab6bdc48528dd1d","resolvedUrl":"https://www.comparethecloud.net/.well-known/agent-skills/search-content/SKILL.md","originClass":"same-origin","missing":[],"invalid":[],"warnings":["description should explain when to use the skill"]}WARNSkill entry warning skill={"index":1,"valid":true,"name":"search-directory","type":"skill-md","description":"Search the Compare the Cloud directory of UK and international technology vendors and service providers.","url":"https://www.comparethecloud.net/.well-known/agent-skills/search-directory/SKILL.md","digest":"sha256:0f0ac7f8f113a457bd6ff529be124e7eefb87e43b4f4590665b0cb77a9d4d135","resolvedUrl":"https://www.comparethecloud.net/.well-known/agent-skills/search-directory/SKILL.md","originClass":"same-origin","missing":[],"invalid":[],"warnings":["description should explain when to use the skill"]}WARNOne or more Agent Skills entries have quality or trust warnings.Verify advertised artifacts [fail]! One or more advertised skill artifacts could not be fetched or failed raw-byte digest verification.INFOVerify advertised artifactsFAILCompare artifact fetch count actual=2 expected=2PASSArtifact fetched and digest matched name="search-content" type="skill-md" url="https://www.comparethecloud.net/.well-known/agent-skills/search-content/SKILL.md" statusCode=200 byteLength=704 advertisedDigest="sha256:929a2c27a3d6a94c1ea245783487b0872f23b381fc6ebf0e2ab6bdc48528dd1d" actualDigest="sha256:929a2c27a3d6a94c1ea245783487b0872f23b381fc6ebf0e2ab6bdc48528dd1d"FAILArtifact fetch or digest verification failed name="search-directory" type="skill-md" url="https://www.comparethecloud.net/.well-known/agent-skills/search-directory/SKILL.md" statusCode=200 byteLength=1342 advertisedDigest="sha256:0f0ac7f8f113a457bd6ff529be124e7eefb87e43b4f4590665b0cb77a9d4d135" actualDigest="sha256:af37b4c176d3f846b4aebb2531cf58cfc66bdf5c23964821552e8f711d98cc30"FAILOne or more advertised skill artifacts could not be fetched or failed raw-byte digest verification.Validate skill content [fail]! SKILL.md is missing YAML frontmatter.INFOValidate skill contentFAILCompare skill artifact content failures actual=1 expected=0 name="search-content" type="skill-md" url="https://www.comparethecloud.net/.well-known/agent-skills/search-content/SKILL.md"FAILSkill content validation failure name="search-content" failure="SKILL.md is missing YAML frontmatter."FAILCompare skill artifact content failures actual=1 expected=0 name="search-directory" type="skill-md" url="https://www.comparethecloud.net/.well-known/agent-skills/search-directory/SKILL.md"FAILSkill content validation failure name="search-directory" failure="SKILL.md is missing YAML frontmatter."FAILSKILL.md is missing YAML frontmatter.Review skill artifact security [warning]! SKILL.md references external URLs; fetched content is an additional trust boundary (https://www.comparethecloud.net/api/search`, https://www.comparethecloud.net/api/search).INFOReview skill artifact securityFAILCompare security finding count actual=2 expected=0WARNAgent Skills artifact security warning finding="SKILL.md references external URLs; fetched content is an additional trust boundary (https://www.comparethecloud.net/api/search`, https://www.comparethecloud.net/api/search)."WARNAgent Skills artifact security warning finding="SKILL.md references external URLs; fetched content is an additional trust boundary (https://www.comparethecloud.net/api/directory/search`, https://www.comparethecloud.net/api/directory/search, https://www.comparethecloud.net/api/directory/listing/, https://www.comparethecloud.net/.well-known/ucp`.)."WARNSKILL.md references external URLs; fetched content is an additional trust boundary (https://www.comparethecloud.net/api/search`, https://www.comparethecloud.net/api/search).
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Probe same-origin A2A endpoint".
15 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Probe same-origin A2A endpoint".
Needs attention
A2A Agent Card
Issue
The same-origin A2A endpoint did not return a valid A2A Message, Task, or authentication challenge.
Details
Why it matters
A2A Agent Cards provide protocol-specific discovery for agent identity, skills, input and output modes, transport bindings, capabilities, and security requirements. Legacy A2A also used /.well-known/agent.json, so scanners must classify the card shape before reporting readiness.
Check name
A2A Agent Card
Score
70/100
Status
fail
Category
Skill Discovery
Maturity
Emerging recommendation
Goal
Publish a version-appropriate A2A Agent Card so A2A-compatible clients can discover agent skills and invoke the declared endpoint safely.
Result
A2A Agent Card failed at "Probe same-origin A2A endpoint".
Validation steps
Validate version-specific card shape
A2A Agent Card has compatibility warnings.
A2A Agent Card shape is invalid for its version
Probe same-origin A2A endpoint
The same-origin A2A endpoint did not return a valid A2A Message, Task, or authentication challenge.
Advertised same-origin A2A endpoint did not answer a safe probe
Evidence log2 steps · 9 lines
Validate version-specific card shape [warning]! A2A Agent Card has compatibility warnings.INFOValidate version-specific card shapeWARNCompare missing required card fields actual="none" expected="none"WARNCheck every declared A2A skill has required name, description, and endpoint fields actual=0 expected=0 invalidSkills=[]INFOReview declared endpoint interfaces interfaces=[{"url":"https://www.comparethecloud.net/api/search","protocolBinding":"HTTP+JSON","issues":[]}]WARNA2A Agent Card has compatibility warnings.Probe same-origin A2A endpoint [fail]! The same-origin A2A endpoint did not return a valid A2A Message, Task, or authentication challenge.INFOProbe same-origin A2A endpointINFOProbe same-origin A2A endpoint when scanner policy allows itFAILA2A endpoint probe did not validate url="https://www.comparethecloud.net/message:send" statusCode=404FAILThe same-origin A2A endpoint did not return a valid A2A Message, Task, or authentication challenge.
Sign in to see 29 other issues and the full report
Create a free account to unlock every issue, evidence details, exports, and higher free limits.
Fix with MCP or CLI
Use this report as the handoff into remediation. Generate a coding-agent prompt with the failing checks attached, or jump to the MCP and CLI setup docs before your next rescan.
Score history