Head-to-head
Crustdata vs Clay
Crustdata: Real-time B2B data API covering 200M+ companies and 800M+ people profiles, with live LinkedIn-style screening endpoints. Clay: Spreadsheet-style enrichment workspace that waterfalls dozens of data providers per cell.
Overlapping capabilities: Company enrichment, People enrichment, Email finding.
Benchmark: company search
Clay has no completed benchmark run yet — this comparison fills in as suites run. Reviews below are live.
Reviews across the web
Crustdata has a sparse but genuinely positive review footprint: a 4.4-star rating from 13 Product Hunt reviews and essentially no G2 or Capterra corpus, reflecting how early-stage the product is. Users who have adopted it praise the developer experience and its real-time webhook alerts as a real differentiator, while the open question in reviews is whether data quality and latency hold up at production scale. Buyers should weight their own bake-off results heavily given the small sample of public reviews.
Full roundup →Clay is beloved by power users — near-perfect scores on G2 (4.9) and Product Hunt (4.8) driven by its waterfall enrichment and AI research agent — but community sentiment is more divided than the ratings suggest. The recurring complaints are opaque credit economics, surprise billing, and a learning curve that punishes casual users, reflected in a much lower Trustpilot score. It rewards teams willing to invest in learning it and monitoring credit burn.
Full roundup →