Export Report
OVERALL SCORE
Level 3, Bot-Aware
- AI Discoverability 72 out of 100
- Agent Ease of Use 52 out of 100
- Security & Trust 80 out of 100
- GEO, AIO and AEO 62 out of 100
- SEO 100 out of 100
- Performance 89 out of 100
- Accessibility 93 out of 100
What AI sees of your website
Vivisimo — search-clustering pioneer acquired by IBM | YIPPY
Vivisimo was an innovative technology company founded in 2000 by Carnegie Mellon University researchers Raúl Valdés-Pérez, Jerome Pesenti, and Chri...
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| Metric | Score | Status | Passed | Failed | Warning | Evidence |
|---|---|---|---|---|---|---|
| AI Discoverability | 72 | Needs work | 45 | 1 | 0 | View details |
| Discoverability | 67 | Needs work | 8 | 0 | 0 | |
| Content Readiness | 96 | Strong | 34 | 0 | 0 | |
| Bot Access Control | 58 | Needs work | 3 | 1 | 0 | View details |
| Agent Ease of Use | 52 | Needs work | 8 | 2 | 1 | View details |
| Auth | 43 | Priority fix | 1 | 0 | 0 | |
| Skill Discovery | 55 | Needs work | 4 | 2 | 1 | View details |
| Google Agentic Browsing | 100 | Strong | 3 | 0 | 0 | |
| GEO, AIO and AEO | 62 | Needs work | 7 | 1 | 3 | View details |
| GEO Readiness | Not Applicable | Not Applicable | 3 | 0 | 0 | |
| AIO Readiness | Not Applicable | Not Applicable | 2 | 0 | 0 | |
| AEO Readiness | 51 | Needs work | 2 | 1 | 3 | View details |
| SEO | 100 | Strong | 9 | 0 | 0 | |
| SEO | 100 | Strong | 9 | 0 | 0 | |
| Security & Trust | 80 | Mostly ready | 21 | 0 | 0 | |
| Security & Trust | 80 | Mostly ready | 21 | 0 | 0 | |
| Performance | 89 | Mostly ready | 16 | 0 | 0 | |
| Performance | 89 | Mostly ready | 16 | 0 | 0 |
Prioritized recommendations
Issues ranked by score impact
6 items need attention
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt failed at "Classify AI crawler rules".
69 Fail
AI DiscoverabilityBot Access ControlEstablished
AI bot rules in robots.txt
AI bot rules in robots.txt failed at "Classify AI crawler rules".
Needs attention
AI bot rules in robots.txt
Issue
No explicit User-agent rules were found for major AI crawler tokens.
Details
Why it matters
AI crawler product tokens have different meanings. Explicit robots.txt groups make training, search, and retrieval access policy auditable for compliant crawler operators.
Check name
AI bot rules in robots.txt
Score
31/100
Status
fail
Category
Bot Access Control
Maturity
Established
Goal
Declare deliberate robots.txt rules for major AI training, AI search, user-triggered, and dataset crawlers.
Result
AI bot rules in robots.txt failed at "Classify AI crawler rules".
Validation steps
Classify AI crawler rules
No explicit User-agent rules were found for major AI crawler tokens.
robots.txt lacks explicit AI crawler rules
Evidence log1 step · 6 lines
Classify AI crawler rules [fail]! No explicit User-agent rules were found for major AI crawler tokens.INFOClassify AI crawler rulesINFOParsing User-agent groups and Allow/Disallow records for known AI crawler tokens evaluatedPath="/"INFOEvaluating exact User-agent matches before wildcard fallback exactAiPolicyCount=0 totalCrawlerTokens=18FAILNo explicit AI crawler User-agent groups were found examplesExpected=["GPTBot","OAI-SearchBot","ClaudeBot","Google-Extended","CCBot"]FAILCompare explicit AI crawler coverage actual=0 expected="> 0 explicit non-search AI crawler policies" missingTokens=["GPTBot","OAI-SearchBot","ChatGPT-User","ClaudeBot","Claude-SearchBot","Claude-User","Google-Extended","Applebot-Extended","Amazonbot","Amzn-SearchBot","Amzn-User","PerplexityBot"]INFOResolved effective root-path policy for crawler tokens blocked=0 allowed=21 unspecified=0Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Detect A2A card version".
47 Fail
Agent Ease of UseSkill DiscoveryEmerging recommendation
A2A Agent Card
A2A Agent Card failed at "Detect A2A card version".
Needs attention
A2A Agent Card
Issue
The discovered JSON document does not match a supported A2A Agent Card version family.
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
53/100
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 "Detect A2A card version".
Validation steps
Detect A2A card version
The discovered JSON document does not match a supported A2A Agent Card version family.
A2A Agent Card version cannot be classified cleanly
Validate version-specific card shape
Document does not match a supported A2A Agent Card shape.
A2A Agent Card shape is invalid for its version
Missing required fields
- skills[]
Probe same-origin A2A endpoint
A2A endpoint probing was skipped because the endpoint was cross-origin, unavailable from the card, or uses an unsupported binding.
Advertised same-origin A2A endpoint did not answer a safe probe
Evidence log3 steps · 13 lines
Detect A2A card version [fail]! The discovered JSON document does not match a supported A2A Agent Card version family.INFODetect A2A card versionINFORead version indicators from the card detectionEvidence=[]FAILCompare detected A2A version family actual="unknown" expected="v0.1, v0.2, v0.3, or v1"FAILThe discovered JSON document does not match a supported A2A Agent Card version family.Validate version-specific card shape [fail]! Document does not match a supported A2A Agent Card shape.INFOValidate version-specific card shapeFAILCompare missing required card fields actual=["skills[]"] expected="none"FAILCheck every declared A2A skill has required name, description, and endpoint fields actual=0 expected=0 invalidSkills=[]INFOReview declared endpoint interfaces interfaces=[{"url":"https://yippy.com/","protocolBinding":"JSONRPC","issues":[]}]FAILDocument does not match a supported A2A Agent Card shape.Probe same-origin A2A endpoint [warning]! A2A endpoint probing was skipped because the endpoint was cross-origin, unavailable from the card, or uses an unsupported binding.INFOProbe same-origin A2A endpointINFOProbe same-origin A2A endpoint when scanner policy allows itSKIPSkipped endpoint probe reason="No valid A2A card was available to probe."WARNA2A endpoint probing was skipped because the endpoint was cross-origin, unavailable from the card, or uses an unsupported binding.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first passages
AEO: Answer-first passages scored 0/100 and needs a fix.
9 Fail
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Answer-first passages
AEO: Answer-first passages scored 0/100 and needs a fix.
Needs attention
AEO: Answer-first passages
Issue
12 section(s) bury or omit a concise opening answer. No direct definition pattern was detected.
Details
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: Question and answer structure
AEO: Question and answer structure scored 55/100 and needs improvement.
4 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Question and answer structure
AEO: Question and answer structure scored 55/100 and needs improvement.
Needs attention
AEO: Question and answer structure
Issue
No natural question headings were detected. No visible FAQ or Q&A pattern was detected.
Details
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: Entity and definition clarity
AEO: Entity and definition clarity scored 69/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Entity and definition clarity
AEO: Entity and definition clarity scored 69/100 and needs improvement.
Needs attention
AEO: Entity and definition clarity
Issue
No direct definition sentence was detected.
Details
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
69/100
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 69/100 and needs improvement.
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Evidence and trust
AEO: Evidence and trust scored 71/100 and needs improvement.
3 Warning
GEO, AIO and AEOGEO, AIO & AEOEmerging recommendation
AEO: Evidence and trust
AEO: Evidence and trust scored 71/100 and needs improvement.
Needs attention
AEO: Evidence and trust
Issue
Missing answer evidence or trust signals: publisher, sources.
Details
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
71/100
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 71/100 and needs improvement.
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Score history
Public scan score over time
Public reports for this website origin. Select any point or report link to open that canonical report.
| Scan date | Score | Readiness | Report |
|---|---|---|---|
| 73/100 | Level 3, Bot-Aware | Current report |