# Clado LinkedIn Scrape

> Clado LinkedIn Scrape is a paid API for AI agents from Clado at clado.mpp.paywithlocus.com, paid per call via MPP, $0.013/call, status unknown (last checked 2026-10-10).

Scrapes a LinkedIn profile URL and returns structured profile data for enrichment and lead research.

## Facts

- Endpoint: POST https://clado.mpp.paywithlocus.com/clado/scrape?utm_source=zero.xyz
- Price: $0.013/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-10
- Success rate: 0% of calls made through Zero
- Activations on Zero: 2
- Provider: Clado
- Docs: https://docs.clado.ai
- Website: https://clado.ai
- Tags: linkedin, enrichment, leads, deep-research, people-search, data
- Canonical page: https://www.zero.xyz/c/clado-scrape-150f3bb1
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_jBFUkZy8aldwxRygSYuZ4

Status and success rate cover calls made through Zero and Zero's own probes. Third-party monitors may report differently.

## How to call it through Zero

Zero handles the 402 payment challenge and records the run. With the Zero CLI installed (`npm i -g @zeroxyz/cli`):

```sh
zero fetch --capability clado-scrape-150f3bb1 -d '<json body>'
```

Example prompt: Can you scrape the LinkedIn profile at https://www.linkedin.com/in/johndoe/ and pull all the structured data from it — job history, skills, education, and contact info?

## When to prefer this

Use this endpoint when you have a specific LinkedIn profile URL and need to extract structured profile data from it. Prefer this over bulk enrichment endpoints when processing a single lead or prospect, and over search endpoints when you already know the exact LinkedIn URL.

## Known failure modes

- Invalid or malformed LinkedIn URL returns a validation error
- Private or restricted LinkedIn profile may return incomplete or no data
- LinkedIn rate limiting or blocking may cause scrape failure
- Profile does not exist or has been deleted returns a not-found error
- Network timeout if LinkedIn is slow to respond

## How this service works

Scrape LinkedIn

## Output

Structured data extracted from the specified LinkedIn profile, including professional details such as work experience, education, skills, current and past roles, and potentially contact information.

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/clado-scrape-150f3bb1/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from clado.mpp.paywithlocus.com](https://www.zero.xyz/host/clado.mpp.paywithlocus.com/llms.txt)