check_ai_shopper_readiness
shallowio.github.XLSV777/7it · Verify this server
Use this when someone asks whether ChatGPT, Claude, Perplexity or other AI shopping agents can find, read and recommend their online store's products. Checks what robots.txt tells AI search crawlers versus training-only crawlers, llms.txt, agents.md, the UCP commerce discovery file, and one product page's structured data (price, currency, stock, brand, GTIN or SKU, reviews, shipping and returns). Returns the gaps with fixes, compared with 7IT's study of US online stores. Uses an identified crawler that respects robots.txt.
1 trials · measured 1 day ago
check_ai_shopper_readiness scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.XLSV777/7it, measured 18 Oct 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
- open
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-10-18 | 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
Available for every tool, scored or not — not a verification perk. Always links back to this page.
[](https://vouch.tools/tools/b49db849-cbbf-4fd4-86b1-e59c682d28a6)