listing_text_audit

shallow

app.openkrill/catalog-qa · Verify this server

Audit the text of product listings: images without alt text, descriptions copied between products, descriptions that are too short and title problems. Use it for "which products have no alt text?", "are any descriptions duplicated?". Pass csv or domain, not both, and optionally min_words (default 20). Returns the four lists (each up to 100 entries) with totals before the cut. Domain mode reads the store's public product feed once after its robots.txt. Nothing is stored: the file or feed is used for this answer and dropped.

100.0/100

1 trials · measured 1 day ago

listing_text_audit scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.openkrill/catalog-qa, measured 6 Oct 2026 under methodology v0.2.0. Every measured component scored 100.

Component breakdown

ComponentWeightValue
Reliability35%not applicable
Schema integrity25%100.0
Failure behaviour15%not applicable
Latency15%not applicable
Concurrency10%not applicable

Tool details

Transport
remote
Credential class
self-provisionable
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-10-06100.0shallowv0.2.0

Probe evidence

ProbeOutcomes
schema_integritypass: 1

Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.

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Vouch score: listing_text_audit
[![Vouch score](https://vouch.tools/api/tools/13ba7f3a-aed6-48c2-834b-5bc621d8fb32/badge.svg)](https://vouch.tools/tools/13ba7f3a-aed6-48c2-834b-5bc621d8fb32)
listing_text_audit — Vouch