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The sourcing ledger.

What clients bring us, and what we shipped. Names withheld, numbers real.

Every licensed real estate agent in the US and Canada, refreshed monthly62 regulators, validated live each month, matched to email and mobile2.5M records
Every 2025 graduate of one Latin American agribusiness MBA, by trackUniversity publications + professional profiles, one track excluded on request12.7k graduates
Residential roofers ranked by permit volume, city by city24.2M permits clustered into a 464k-company master across five sources464k companies
DNC-scrubbed homeowner mobiles across one metroConsumer file → telco exact-name match → assessor verify → DNC scrub217k mobiles
Home insurance x-dates from purchase anniversaries200M deeds → next anniversary, confidence by recency and escrow pattern85M homeowners
Registered-owner append on 5M VINs, with the miss rate by model yearVIN decode + registration graph; 55% on MY≤2021, reported honestly41% blended match
Hispanic homeowners in NJ, PA and CT for a mail programCensus surname methodology + language, validated on a vendor-coded subset288k households
Owner-occupied homes with verified mobiles in a 38-ZIP pest-control routeTerritory build, strict and wide cuts, delivered in days38 ZIPs
Weekly obituary-linked property leads with related partiesObituary parsing → identity match → parcel → heirs, QA gate before shipWeekly for years
US professionals with degrees from Indian universities, as a platform audienceProfile education country vs work location, hand-audited, hashed to Meta396k people
Every sales candidate within a radius of one ZIP codeProfessional graph geo-radius pull with role currency checks1 ZIP, mapped
Attendees across a set of marketing conferences, deduplicatedEvent app extraction; the platform served each person ~3.2×78k unique people
Complete agent roster of a national insurance marketing organizationPublic directory harvest, near-total email coverage, most with a phone58k agents

Client names withheld. Counts are actual deliveries. Every one started with a conversation that began "we were told this could not be built."

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