find-customer
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Prospecting, with the receipts.

Notes from building find-customer. Real formulas, real costs, real endpoints. Written by the person who ships it.

5 posts
LatestSep 15, 2026 · 5 min read

What AI prospecting actually costs per qualified lead (our ~$1 run, line by line)

Nobody publishes what AI prospecting costs per qualified lead in tokens, searches and page fetches, so here is ours, measured on live runs. Where the money goes stage by stage, the line item that dominates, and what we got wrong the first time.

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