prospect · Shipped — running in production

Prospect engine

Google Maps + enrichment + scoring + personalized outbound (CASL-compliant).

What it does

Sources prospects from Google Maps + LinkedIn role-based search, enriches with public-data scrapers, scores against an ICP profile, drafts personalized first-touch outreach, and queues into an outbound sequence.

Inputs

ICP definition (industry, size, geo, role). Outbound cadence rules.

Outputs

Daily/weekly enriched prospect list with scoring + drafted personalized first messages.

Cost per run

~$0.05 per qualified prospect (enrichment + scoring + first-touch draft).

Models used

GPT-4o for personalization. Claude Haiku for fast scoring. Cohere embed for similarity ranking.

Best for

B2B services and agencies prospecting locally or by role. Industries where role-based outreach is permitted (CASL: business cards, role-based addresses are fine).

Not for

Pure consumer brands or industries with strict no-cold-outbound rules (regulated finance, healthcare).

Common questions

Is this CASL compliant?

Yes — defaults exclude personal email scraping and only target role-based contacts (info@, hello@, etc.) or business-card public addresses. Every outbound has explicit unsubscribe + sender identification.

Can it integrate with my CRM?

Yes — native integrations with HubSpot, Pipedrive, Close, and any CRM that accepts Zapier or webhook input.