# Gojiberry vs People Data Labs

> People Data Labs scores 64.2 (B) on agent readiness against Gojiberry's 47.9 (D), and leads in every scored category. Both do lead search. Category scores, facts, verdicts and agent notes side by side.

- Canonical: https://www.anchorterminal.com/compare/gojiberry-vs-people-data-labs
- Markdown: https://www.anchorterminal.com/compare/gojiberry-vs-people-data-labs.md (~2,500 tokens)
- Slim: https://www.anchorterminal.com/compare/gojiberry-vs-people-data-labs.min.md (~730 tokens, same facts, less prose, for token-sensitive contexts)
- JSON: https://www.anchorterminal.com/compare/gojiberry-vs-people-data-labs.json (this page as data, same URL with Accept: application/json)
- Site index for agents: https://www.anchorterminal.com/llms.txt (full text: https://www.anchorterminal.com/llms-full.txt)
- API: https://www.anchorterminal.com/api/v1/index.json
- Updated: 2026-10-09

People Data Labs scores 64.2 (B) on agent readiness against Gojiberry's 47.9 (D), and leads in every scored category. Both do lead search.

- Gojiberry: grade D, 47.9/100, rank #733 of 842. Markdown https://www.anchorterminal.com/tools/gojiberry.md · JSON https://www.anchorterminal.com/api/v1/tools/gojiberry.json
- People Data Labs: grade B, 64.2/100, rank #326 of 842. Markdown https://www.anchorterminal.com/tools/people-data-labs.md · JSON https://www.anchorterminal.com/api/v1/tools/people-data-labs.json

## Which one, for what

### Gojiberry (D)

Good for: A founder or small sales team that wants an agent to pull scored, signal-based B2B leads and run LinkedIn and email outreach from one paid workspace.

Watch for: API keys carry no scopes or read-only mode, and an organisation owner's key can act as any member through `x-impersonate-user-id`

### People Data Labs (B)

Good for: Products and pipelines that enrich or search person and company records at volume and can write Elasticsearch or SQL queries.

Ahead on:
- Schema & documentation, 70 against 61
- Agent ergonomics, 77 against 55
- Security & auth, 43 against 32
- Payments & pricing, 35 against 10
- Maintenance & community, 79 against 25
- Transparency & trust, 67 against 59

Watch for: No OpenAPI file was found. The machine-readable material is a Postman collection and Elasticsearch mappings


## Score by category

| Category | Weight | Gojiberry | People Data Labs | Edge |
| --- | --- | --- | --- | --- |
| Reliability | 16% (20 this run) | 74 | 78 | People Data Labs +4 |
| Performance | 10%, pending | pending | pending | not scored in this run |
| Schema & documentation | 13% (16.2 this run) | 61 | 70 | People Data Labs +9 |
| Agent ergonomics | 13% (16.2 this run) | 55 | 77 | People Data Labs +22 |
| Security & auth | 14% (17.5 this run) | 32 | 43 | People Data Labs +11 |
| Payments & pricing | 10% (12.5 this run) | 10 | 35 | People Data Labs +25 |
| Task success | 10%, pending | pending | pending | not scored in this run |
| Maintenance & community | 7% (8.8 this run) | 25 | 79 | People Data Labs +54 |
| Transparency & trust | 7% (8.8 this run) | 59 | 67 | People Data Labs +8 |
| Negative events | ≤15 | 0 | 0 | |
| **Total** | | **47.9 · D** | **64.2 · B** | |

## Facts side by side

| Fact | Gojiberry | People Data Labs |
| --- | --- | --- |
| Kind | HTTP API | HTTP API |
| Vendor | SUPERFRUITS SAS (Gojiberry AI) | People Data Labs, Inc. |
| Hosted endpoint | `https://ext.gojiberry.ai` | `https://api.peopledatalabs.com/v5` |
| Transports | HTTP, Streamable HTTP | HTTP |
| Auth | OAuth or key | API key |
| Pricing | Paid | Freemium |
| x402 | no | no |
| Licence | Proprietary service under Gojiberry's General Terms | Proprietary service under the Services Subscription Agreement. The Python and JavaScript SDKs are MIT |
| Read-only variant documented | no | no |
| llms.txt | no | yes |
| Last release | none | 2026-09-16 |
| Terms last updated | no date given | couldn't be read |
| Privacy policy last updated | no date given | couldn't be read |
| Customer content may train models | not found in the text | couldn't be read |
| Terms restrict automated access | yes | couldn't be read |
| Terms restrict benchmarking | not found in the text | couldn't be read |
| Terms or service can change without notice | yes | 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 |

## Verdicts

**Gojiberry.** A public OpenAPI file with 49 operations, a free masked lead search and a published limit of 100 requests a minute make the API easy to plan against. Keys have no scopes, writes can start LinkedIn outreach from a connected account, and LinkedIn's User Agreement bars the scraping and automated messaging the product depends on.

**People Data Labs.** Monthly dated release notes, a free sandbox with synthetic data, response headers that report credits and rate limits, and a free plan of 100 records a month make the API easy to start with. No OpenAPI file was found, keys carry no scopes and may travel in the URL, and the agreement allows changes without notice.

## Before you call either

### Gojiberry

1. Send `Authorization: Bearer <key>` to https://mcp.gojiberry.ai. The value must start with the word Bearer or the connection fails
2. Create resources in the order list, source agent, campaign. A source agent with no campaign only finds leads
3. Adding a contact to a list enrols it in the linked campaign, which sends LinkedIn or email messages. Ask the user before list writes
4. Search with POST /v1/directory/leads/search for free, then reveal only the ids you need at 0.5 credit each, up to 100 a request
5. Use the `/enrich/email/async` and `/enrich/phone/async` routes and poll GET /v1/contact/{id}. The synchronous routes can take minutes

### People Data Labs

1. Send the key in the `X-Api-Key` header. The `api_key` query parameter puts the secret in URLs and logs
2. Build and test queries against `https://sandbox.api.peopledatalabs.com/v5/...` first. It costs no credits and allows five calls a minute
3. Set `size` deliberately on search. Every record returned costs one credit, and responses over 1 MB fail
4. Treat `404` on enrichment as no match, not an error, and `402` as credits exhausted. Neither is worth a retry
5. On `429`, wait until the `x-ratelimit-reset` time. Limits are fixed-window per key and per endpoint

## Questions

### Which is better for AI agents, Gojiberry or People Data Labs?

People Data Labs scores 64.2 (B) on agent readiness against Gojiberry's 47.9 (D), and leads in every scored category.

### Do Gojiberry and People Data Labs need an API key?

Gojiberry takes an API key or an OAuth sign-in. People Data Labs needs an API key.

### Can an agent call Gojiberry and People Data Labs without installing anything?

Yes. Gojiberry has a hosted endpoint at https://ext.gojiberry.ai and People Data Labs at https://api.peopledatalabs.com/v5.


## For agents

- This comparison as JSON: https://www.anchorterminal.com/compare/gojiberry-vs-people-data-labs.json, and with the fewest tokens: https://www.anchorterminal.com/compare/gojiberry-vs-people-data-labs.min.md
- Over MCP at https://www.anchorterminal.com/mcp (no key): `compare_tools {"a": "gojiberry", "b": "people-data-labs"}`. From a terminal: `anchor compare gojiberry people-data-labs`
- Each listing in full: https://www.anchorterminal.com/api/v1/tools/gojiberry.json and https://www.anchorterminal.com/api/v1/tools/people-data-labs.json

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