| What it's built for | Lead generation — a curated catalog of scrapers aimed at the sources sales teams actually prospect from | A broad data catalog: maps, reviews, marketplaces, company and contact enrichment, phone validation |
| Google Maps | A flagship scraper with deep field coverage | A first-class, maintained service with documented fields |
| Emails | Extracted as an enrichment tier, priced on top of the base listing scrape | Available as a separate billable enrichment service on top of the base scrape |
| Email verification | Offered as part of the enrichment tiers, so verified addresses can arrive in the export | Available as its own service in the catalog |
| Pricing model | Credit subscription with per-1,000 rates that vary by enrichment tier and fall steeply at volume | Pay-as-you-go per record with no mandatory subscription; volume tiers and prepaid packs lower the rate |
| Commitment | Subscription-shaped — best value comes from committing to a tier | None required — a quiet month costs nothing |
| Cost predictability | Good once you've chosen a tier, but you have to price base, enriched and verified output as three different things | Good per service, though a contact-complete list is the base rate plus each enrichment stacked on top |
| Breadth beyond lead gen | Narrower and deliberately so — prospecting sources and integrations | Much broader — marketplaces, reviews and data services well outside lead generation |
| Technical skill required | Low — built for sales and growth users, with an API for the technical ones | Low in the UI; genuinely API-first for developers |
| Export & API | Spreadsheet exports, REST API and integrations aimed at outreach workflows | REST API, XLSX / CSV / JSON, async jobs for large pulls |