# LinkedIn Profile Scraper (StableEnrich / Clado)

> LinkedIn Profile Scraper (StableEnrich / Clado) is a paid API for AI agents from StableEnrich at stableenrich.dev, paid per call via MPP, $0.04/call, status unknown (last checked 2026-10-10).

Scrapes and returns full LinkedIn profile data for a given LinkedIn profile URL

## Facts

- Endpoint: POST https://stableenrich.dev/api/clado/linkedin-scrape?utm_source=zero.xyz
- Price: $0.04/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-10
- Activations on Zero: 1
- Provider: StableEnrich
- Docs: https://stableenrich.dev
- Website: https://stableenrich.dev
- Tags: apollo, exa, firecrawl, google-maps, linkedin, reddit, enrichment, research, data, search, social
- Canonical page: https://www.zero.xyz/c/stableenrich-linkedin-scrape-b0aee6bc
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_NpCEaOKvQm2WjNdc_TRE7

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 stableenrich-linkedin-scrape-b0aee6bc -d '<json body>'
```

Example prompt: Can you pull the full LinkedIn profile for Sarah Chen at https://www.linkedin.com/in/sarahchen — I need her work history, education, skills, and any contact info available?

## When to prefer this

Use this endpoint when you need comprehensive, structured LinkedIn profile data for a known person given their LinkedIn URL. It is ideal for sales prospecting, recruitment research, lead enrichment, and contact data collection. Prefer this over search-based endpoints when you already have the LinkedIn URL and need the full profile payload rather than a summary.

## Known failure modes

- Profile URL is private or not publicly accessible — returns empty or restricted data
- Invalid LinkedIn URL format — returns validation error
- Profile does not exist or has been deleted — returns not found error
- LinkedIn rate limiting or anti-scrape measures temporarily block the request — returns timeout or error
- Missing required LinkedIn URL input — returns bad request error

## How this service works

Scrape full LinkedIn profile data

## Output

Returns structured data from the LinkedIn profile including name, headline, current and past positions with dates and descriptions, education history, skills, endorsements, location, and available contact information.

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/stableenrich-linkedin-scrape-b0aee6bc/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from stableenrich.dev](https://www.zero.xyz/host/stableenrich.dev/llms.txt)