who_instead

shallow

com.oper-stack/operstack · Verify this server

OperStack Watch subscribers, with their key. For each of the 10 buyer questions at the last weekly check: whether ChatGPT (and Perplexity) named the subscriber, and which businesses they named instead. Then the sites these answers were built from and where to get mentioned.

100.0/100

1 trials · measured 1 day ago

who_instead scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.oper-stack/operstack, measured 20 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
2026-10-20100.0shallowv0.2.0

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.

Embed this score

Available for every tool, scored or not — not a verification perk. Always links back to this page.

Vouch score: who_instead
[![Vouch score](https://vouch.tools/api/tools/7f48dcc9-d1c1-48d1-b807-e0512c84ec42/badge.svg)](https://vouch.tools/tools/7f48dcc9-d1c1-48d1-b807-e0512c84ec42)
who_instead — Vouch