# Clearbit vs People Data Labs (slim)

> People Data Labs scores 64.2 (B) to Clearbit's 13.5 (F) for lead enrichment. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/clearbit-vs-people-data-labs.md (~2,650 tokens) · this version ~680 tokens · JSON https://www.anchorterminal.com/compare/clearbit-vs-people-data-labs.json · canonical https://www.anchorterminal.com/compare/clearbit-vs-people-data-labs
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-14

People Data Labs scores 64.2 (B) on agent readiness against Clearbit's 13.5 (F), and leads in every scored category. Both do lead enrichment.

- Clearbit: F 13.5, rank #1056 of 1076 · https://www.anchorterminal.com/tools/clearbit.min.md
- People Data Labs: B 64.2, rank #386 of 1076 · https://www.anchorterminal.com/tools/people-data-labs.min.md
- Clearbit, good for Only for teams that already hold a Clearbit contract.
- People Data Labs, good for Products and pipelines that enrich or search person and company records at volume and can write Elasticsearch or SQL queries. Ahead on Reliability, 78 against 30; Schema & documentation, 70 against 0; Agent ergonomics, 77 against 0; Security & auth, 43 against 8; Payments & pricing, 35 against 0; Maintenance & community, 79 against 4. Also A hosted endpoint, with nothing to install.

| Category | Clearbit | People Data Labs |
| --- | --- | --- |
| Reliability (16%) | 30 | 78 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 0 | 70 |
| Agent ergonomics (13%) | 0 | 77 |
| Security & auth (14%) | 8 | 43 |
| Payments & pricing (10%) | 0 | 35 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 4 | 79 |
| Transparency & trust (7%) | 66 | 67 |

| Fact (where they differ) | Clearbit | People Data Labs |
| --- | --- | --- |
| Vendor | HubSpot, Inc. | People Data Labs, Inc. |
| Hosted endpoint | no (local only) | `https://api.peopledatalabs.com/v5` |
| Pricing | Paid | Freemium |
| Licence | Proprietary service under the Clearbit Terms of Service (30 May 2025), provided by HubSpot, Inc. under the Clearbit brand | Proprietary service under the Services Subscription Agreement. The Python and JavaScript SDKs are MIT |
| llms.txt | no | yes |
| Last release | 2025-12-08 | 2026-09-16 |
| Terms last updated | 2025-05-30 | couldn't be read |
| Privacy policy last updated | 2026-08-31 | couldn't be read |
| Customer content may train models | yes | couldn't be read |
| Terms restrict automated access | not found in the text | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | not found in the text | couldn't be read |
| Arbitration or class-action waiver | not found in the text | couldn't be read |
| Popularity | none | 40 stars, 133k npm/wk, 30k PyPI/wk |