Kooperativa vs Crustdata: Credits Never Expire

Crustdata is one of the newer, API-first entrants in this category, and it is transparent about its pricing in a way several other vendors in this comparison series are not: its documentation publishes an exact credit cost for every endpoint. That transparency makes it a useful vendor to compare against directly, because the tradeoffs of a credit model show up clearly in the numbers rather than needing a sales call to surface.

Person enrichment uses additive pricing: a base profile costs 1 credit, and each additional data type stacks on top, 2 credits for personal email, 2 for phone numbers, 1 for verified business email, 1 for developer-platform data. Crustdata's own documentation states the maximum cost for a single fully-enriched person record is 7 credits. Company enrichment starts at 2 credits and adds 2 more if technographics data is requested. Kooperativa's comparable endpoint is the base profile only: it does not offer the personal email or phone contact reveals that make up most of Crustdata's additive cost.

Two structural details are worth flagging specifically because they are easy to miss on a features comparison. First, Crustdata credits are valid for 6 months from the purchase date, according to its own pricing documentation, meaning unused capacity from a slow month doesn't carry forward indefinitely. Second, and more significant for a real-time use case, Crustdata's live person and company search and enrich endpoints, the ones that force a fresh scrape rather than serving cached data, are described in their own docs as "enterprise-only and plan-gated," not available on the self-serve credit plans at all.

That second point matters most for exactly the pitch Crustdata makes elsewhere, positioning itself as the real-time data layer for AI agents. The self-serve tier a developer signs up for first does not actually include the live endpoints that pitch is built around, those require a custom enterprise contract.

Kooperativa doesn't have an additive per-field credit model, an expiration date on capacity, or a self-serve versus enterprise split on which endpoints are available. Every profile and firmographic endpoint, person enrich, company enrich, search, bulk enrich, and monitors, is included on the same $499/mo (or $449/mo annual) license, and there is no separate "live" tier gated behind a sales conversation, since every request already reflects the current state of the underlying data.

For a workload with genuinely unpredictable volume, an AI agent making bursty calls, a backfill that runs longer than expected, a credit model with a 6-month expiration and enterprise-gated live access adds two separate planning problems a flat rate doesn't have: forecasting whether credits will expire unused, and forecasting whether a workload will eventually need the live tier badly enough to justify an enterprise upgrade. This doesn't apply to Crustdata's contact-reveal fields (personal email, phone) specifically, since Kooperativa doesn't offer those regardless of pricing model.

Any workload that specifically needs personal email or phone contact reveals needs Crustdata (or another contact-data vendor) for those fields, since Kooperativa doesn't offer them. Crustdata's per-field additive pricing is genuinely well suited to a workload that only occasionally needs those premium fields, since the cost only scales up when they're actually requested. Its separate flat-file dataset product (a monthly refreshed CSV/JSON export unified from 11+ sources) is also a real option for teams that want bulk data without any API integration at all, a delivery mode Kooperativa doesn't currently offer.

If the requirement includes live, real-time search and enrich specifically, and the volume or budget justifies an enterprise contract, that's a legitimate reason to evaluate Crustdata's enterprise tier directly. For a self-serve integration that needs live profile and firmographic data, without a contact-reveal requirement and without a separate sales negotiation, that's where the comparison tilts toward a flat, unlimited license instead.