demand.ask

shallow

fyi.iwant/iwant · Verify this server

Talk to iwant.fyi in plain language to find something to buy. Call this when the user's request is conversational or incomplete -- e.g. 'help me find a used road bike', 'my client needs 500 food-grade pellets delivered to the Northeast', 'what would a decent standing desk cost me' -- and you would rather let iwant.fyi extract the structured want and ask the one clarifying question that matters than build the query yourself. Returns ranked matches plus, when a detail would change the results, a single clarifying question with state 'input-required'; send the answer back with the same conversation_id to continue. Prefer demand.search when you already have a clean title and constraints. Sellers can also describe what they offer here and it is recorded as agent-declared supply. Nothing is saved as a Want; use demand.create_want to commit.

100.0/100

1 trials · measured 39 days ago

demand.ask scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against fyi.iwant/iwant, measured 11 Sept 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
2026-09-11100.0shallowv0.2.0

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: demand.ask
[![Vouch score](https://vouch.tools/api/tools/68d746ed-69dd-4def-a46b-37598d87612b/badge.svg)](https://vouch.tools/tools/68d746ed-69dd-4def-a46b-37598d87612b)
demand.ask — Vouch