Enrichments vs Prospeo
The same contact data, reachable from your code and your agents
Work email, mobile numbers and firmographics from one API key — plus an MCP server an AI agent can call directly, an in-product chat agent and CSV upload.
| Contact | |
|---|---|
 Liam Foster Queued | |
 Maya Torres Queued | |
 Ethan Brooks Queued | |
 Zoe Martin Queued | |
 Andre Willis Queued | |
 Chloe Bennett Queued | |
 Noah Klein Queued | |
 Priya Shah Queued | |
 Kenji Tanaka Queued | |
Ava Boone Queued |
Enrichments vs Prospeo
The differences that decide it, including the ones that go the other way.
| Feature | Enrichments | Prospeo |
|---|---|---|
| Billing model | Credits, charged only when a field comes back. Free plan: 100 credits, then $69/mo. | Published credit plans, charged on results returned. |
| Empty results | A lookup that returns nothing is not charged, and every charge is in an auditable ledger. | Credits are consumed for results found. |
| Use from an AI agent | Native MCP endpoint. Connect it to Claude or ChatGPT and enrich in the chat. | No first-party MCP endpoint. |
| Access surfaces | REST API, MCP server, in-product chat agent, and CSV upload — one key for all four. | Web app, browser extension and API. |
| Working inside LinkedIn | No browser extension. Paste a profile URL, or send a list to the API. | Browser extension for working directly in LinkedIn and Sales Navigator. |
| Phone numbers | Mobile numbers from a LinkedIn profile URL, 10 credits per number found. Unverified — no deliverability equivalent exists for a phone, so none is implied. | Offered. |
| Company firmographics | People and company enrichment from the same key and balance. | Contact-data focused. |
| Start free |
Credits, charged only when a field comes back. Free plan: 100 credits, then $69/mo.
Published credit plans, charged on results returned.
A lookup that returns nothing is not charged, and every charge is in an auditable ledger.
Credits are consumed for results found.
Native MCP endpoint. Connect it to Claude or ChatGPT and enrich in the chat.
No first-party MCP endpoint.
REST API, MCP server, in-product chat agent, and CSV upload — one key for all four.
Web app, browser extension and API.
No browser extension. Paste a profile URL, or send a list to the API.
Browser extension for working directly in LinkedIn and Sales Navigator.
Mobile numbers from a LinkedIn profile URL, 10 credits per number found. Unverified — no deliverability equivalent exists for a phone, so none is implied.
Offered.
People and company enrichment from the same key and balance.
Contact-data focused.
Only pay for the match that lands
Just ask. The agent plans the run, resolves each row, and checks every address before it reaches you — and a row that comes back empty is never charged.
Built for the whole GTM stack
Enrich a form fill in real time, backfill a million-row list overnight, and keep your CRM current — all from the same key.
A row that comes back empty costs nothing.
Credits are charged per delivered field, and every charge is written to a ledger you can read line by line.
People, companies and firmographics resolve behind a single endpoint — and the same key and the same credit balance work from the REST API, the MCP server, the in-product chat agent, and CSV upload. Ask in any of them and the answer comes back in the same shape.
Work email, title, seniority, department, location, LinkedIn URL, company domain and firmographics. No phone numbers.
Enrich a single record inline on a form fill, or hand a list to an async job and poll it. Same key, same ledger, same field catalogue.
POST /v1/people/enrich
One REST endpoint per operation, an OpenAPI document you can generate a client from, idempotency keys on every write, and typed errors.
GET /v1/openapi
Every record carries the time it was last verified, so you can re-run only what has gone stale — and a re-run that returns nothing new is not charged.
result.lastVerifiedAt
Lands wherever your team already works
A run finishes as a file, a signed webhook or a JSON response your stack already speaks — no connector to install on the other end.
Enrichments and Prospeo — common questions
- Why pick this over Prospeo?
- If you work by hand inside LinkedIn, a browser extension is the better tool and Prospeo has one. If you want enrichment inside your own product, your CRM or an AI agent, this is API-first: one key covers a REST API, a native MCP server, a chat agent and CSV upload.
- Do you charge for lookups that find nothing?
- No. A lookup that returns nothing is not charged, and every charge is written to an auditable ledger you can read in the app.
- How should I compare them?
- Run the same list through both and compare hit rate, deliverability and total credits spent. The free plan exists so that comparison costs you nothing.
Start enriching in a single call
Free to try, no card required. Ship your first enriched record before your coffee gets cold.
The free plan includes 100 credits, and only rows that return data are charged.