comparison · captured 2026-06-08
Sourcerer vs Crustdata, honestly.
Crustdata is a B2B data source — an API, bulk feeds and real-time signals. Sourcerer is a finished sourcing workflow. Different layers; here is where each fits, our losses marked.
| Field | CrustdataB2B data API | Sourcererfocused sourcing | Better fitand when |
|---|---|---|---|
| Pricing | Not public — demo / sales-gated, no list price. | Usage-based credits. No monthly plan, you pay only for what you source. | Depends Crustdata is quote-only; Sourcerer is usage-based credits, pay per use. No head-to-head sticker either way. |
| Product type | B2B data API, bulk feeds and a watcher API. MCP integration for Claude. | A finished end-user sourcing pipeline with a UI. | Depends Different layers — a data source vs a workflow. Not apples-to-apples. |
| UI & workflow | API-first. SQL-accessible datasets. No guided sourcing UI. | Guided plain-language target → score → review. | Sourcerer If you want a runnable workflow, not raw data to engineer around. |
| Data coverage | Own dataset: 1B+ people and 60M+ companies marketed. | Two built-in providers: EnrichLayer and Claude. No API keys. | Crustdata Wins raw coverage. We do not out-cover a data broker. |
| Signals | Real-time watchers: job changes, funding, hiring, exec moves. | No signal concept. | Crustdata Clearly ahead. We concede this one. |
| Integrations & delivery | REST API, data feeds, webhooks, MCP, CSV, SQL datasets. | CSV export only. | Crustdata Wins on integration surface. |
| Evidence | Raw data records. | Scored list with per-candidate citations. | Sourcerer Explainable output, not rows you interpret yourself. |
| API keys | API key and credentials required to use the API. | No user API keys for providers. | Even Different models — build-with vs run-as-is. |
the read
Crustdata is the ingredient; Sourcerer is the dish. Crustdata wins raw coverage, live signals and integration surface. Sourcerer wins a runnable, plain-language workflow with cited output and no keys. Often complementary — Crustdata could even sit underneath as a provider. Pricing is sales-gated, so we leave it off this table.
Sources for one target, with evidence.
If a runnable list beats raw data to engineer around, run a target with us.