enrich_buyer_contact

shallow

io.github.tonyback0101-cmyk/buyer-intelligence · Verify this server

Run 6-layer contact enrichment for a buyer: direct website scraping → proxy retry → BFS contact pages → LLM text extraction → vision screenshot → Serper fallback. Returns email, phone, WhatsApp, decision-maker names. Costs Zhimao Points.

100.0/100

1 trials · measured 8 days ago

enrich_buyer_contact scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against io.github.tonyback0101-cmyk/buyer-intelligence, measured 25 Aug 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
gated
Input schema
not declared
Output schema
not declared
Side-effect classification
unclassified

Score history

DayScoreTierMethodology
2026-08-25100.0shallowv0.2.0

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: enrich_buyer_contact
[![Vouch score](https://vouch.tools/api/tools/35cd629d-1274-47c4-8155-568c741b9c2b/badge.svg)](https://vouch.tools/tools/35cd629d-1274-47c4-8155-568c741b9c2b)
enrich_buyer_contact — Vouch