Head-to-head
Crustdata vs Ocean.io
Crustdata: Real-time B2B data API covering 200M+ companies and 800M+ people profiles, with live LinkedIn-style screening endpoints. Ocean.io: Lookalike-first company discovery built around segment modeling.
Overlapping capabilities: Company search, Company lookalikes.
Benchmark: company search
Ocean.io 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 →Ocean.io has one of the weakest review profiles in this set: a 3.1/5 on G2 (12 reviews) against a friendlier 4.4/5 on Capterra (16 reviews), with a small overall sample. Reviewers like the lookalike-search concept, the ease of use, and the support team, but the recurring verdict on sales forums is strong concept, frustrating execution — driven by low match rates, stale contact data, and missing company-hierarchy information.
Full roundup →