GHL Master Contact Quality Audit
Pre-Layer-1 evaluation of the 0-contact base existing in Oakside’s GHL sub-account. **None of this data has been promoted into the new pipeline (`clean.contacts`).** This page exists so we can SEE what’s actually usable before deciding what (if any) to ingest. Visual: green = quality data we’d trust, red = bad/incomplete.
No audit run yet
The 35K-contact GHL pull hasn’t been run yet. Run order: (1) pull all GHL contacts into staging.ghl_contacts, then (2) trigger the validation pass via /api/run-ghl-audit (admin-secret protected). When complete, this page populates with the state map + per-state breakdown.
Cost preview: ~$140 phone validation (Trestle 35K × $0.015) + ~9K of the 10,500 MillionVerifier credits for email validation. Christian approves the spend before the run starts.
clean.contacts. Buyer-tag flagging is shown for cross-reference — actual buyer suppression (clean.buyers) waits on the authoritative buyer sheet from Christian.