ai_search_diagnostic
shallowai.inxy/seo-audit · Verify this server
Audit ANY URL for AI-search readiness only (AEO/GEO/LLMO) — how likely ChatGPT, Claude, Perplexity & Google AI are to cite it. Checks ~7 AI-citation signals (FAQ/structured-data/entity schema, citable stats, llms.txt, author/E-E-A-T, OG). Returns a weighted 0–100 AI-readiness score + top fixes. Takes a `url`. Use full_seo_audit for the broader SEO picture, or get_my_store_audit for the user's own connected store.
1 trials · measured 8 days ago
ai_search_diagnostic scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against ai.inxy/seo-audit, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Category
- Finance & compliance
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
Embed this score
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[](https://vouch.tools/tools/9060dd28-84b9-4873-9f32-912e0d10a60d)