Building a scraper takes about 19 dev days. Get the data for $119 a month.
We built the stack you'd build if you had the time: Google Maps across the US, merged with Overture and All The Places, plus the contact details on business websites.
›How we did the math (public prices checked Oct 20, 2026)
Calculation: 100,000 Google Maps listings in one month, 58,000 with a website and 29,000 with an email (shares measured in Primavera's US database). Public prices checked Oct 20, 2026; each cost uses the cheapest tool in its row. Hetzner bills in euros, converted at the ECB rate of Oct 20, 2026 (€1 = $1.1215).
- DataForSEO: $0.0006 per Google Maps search (up to 100 listings, "Standard" queue). 10,000 searches, one for every 10 listings kept on average (empty zones and overlaps included): $6.00.
- Serper, Google Places: Serper, $50 for 50,000 credits, with no published per-search price for Maps; Google Places, $35 per 1,000 requests of up to 20 listings.
- Claude, ChatGPT: Sonnet 5.5 or GPT-6.1 Sol, $2 per million input tokens and $10 per million output. 10 targets a month, ≈ 50,000 input tokens (the Google Maps categories) and 2,000 output each: $1.20.
- Hetzner: 8 cores and 16 GB: Hetzner CX43, €16.49 a month before tax, about $18.49.
- Webshare: 1,000 datacenter proxies, $26.91 a month (250 GB of traffic).
- Crawlee, Scrapy, Claude Haiku: open source, free, on the same server: 58,000 sites, ≈ 5 pages each, every email address kept. Owner names: Haiku 5.5 reads one page per site (≈ 2,000 input tokens at $0.10 per million, ≈ 50 output tokens at $0.50 per million): $13.05.
- Playwright, Chromium: open source, free, on the same server.
- MillionVerifier, ZeroBounce: MillionVerifier, 100,000 verifications for $149, no expiration: 29,000 emails a month, $43.21. ZeroBounce, from $39 for 2,000.
- US Census TIGER/Line boundaries, Overture, All The Places: public open data, free.
DIY stack total: $108 a month, rounding each line ($108.86 before rounding). Dev days are a low estimate, for a developer who has built scrapers before.
Primavera: Agency plan, $119 a month: exports included under fair use with every email address found, and 100,000 AI credits a month to verify emails (1 credit per email, 29,000 here) and run Decision makers for owner names (10 credits per US business where a name is found).