pick_ad_type

shallow

app.openkrill/ad-angle · Verify this server

Pick ad type by buyer stage. Use this when the user wants to know which kind of ad to run for a product and an audience, such as "which ad should I run for my sleep mask to past customers?". Pass the product and the buyer's awareness stage, or a short audience note to infer the stage from. Returns first a one-line answer, then the ad type, its script beats in order and one line of why, then the evidence: the stage used, whether it was given, inferred or unclear, and the words matched in the note. An unclear note returns the two likely stages, each with its play. The stage is read with keyword rules, not a model, and the mapping is a public post, so it is a starting point, not a test result.

100.0/100

1 trials · measured 1 day ago

pick_ad_type scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against app.openkrill/ad-angle, 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.

Embed this score

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

Vouch score: pick_ad_type
[![Vouch score](https://vouch.tools/api/tools/d2018991-dc6a-41f0-ac8c-9c77844333d7/badge.svg)](https://vouch.tools/tools/d2018991-dc6a-41f0-ac8c-9c77844333d7)
pick_ad_type — Vouch