gtm_preview_source

shallow

com.gtmotto/linkedin · Verify this server

Dry-run ONE lane: '≈ N people match' and a 10-person sample, WITHOUT inserting a lead, spending the day's budget or moving the run clock. Same query, same gates, same scorers as a real run, on up to 50 people — so what it shows is what a run would keep. `size.precision` is honest: 'exact' (the query ran out inside the probe), 'atLeast' (the probe filled up; LinkedIn reports no total) or 'unavailable' (no seat, no config, paused play — `skipped` says which). Reports the ICP facets LinkedIn could not filter on (`unmapped`), facet values it had no id for (`unresolved`), which sampled people are `alreadyALead`, and on account_list what each company resolved to. Costs provider calls and, when a gate is on, model tokens. Refused on a paused play.

100.0/100

1 trials · measured 14 days ago

gtm_preview_source scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.gtmotto/linkedin, measured 23 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
2026-09-23100.0shallowv0.2.0

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: gtm_preview_source
[![Vouch score](https://vouch.tools/api/tools/53beb051-b6c6-46a5-907c-97a5a46da0e2/badge.svg)](https://vouch.tools/tools/53beb051-b6c6-46a5-907c-97a5a46da0e2)
gtm_preview_source — Vouch