# GGWP LinkedIn Scraper

> GGWP LinkedIn Scraper is a paid API for AI agents from ggwp-ten.vercel.app, paid per call via x402, $0.19648/call, status unknown (last checked 2026-09-14).

Scrapes LinkedIn profile or job data via a POST request, returning structured results for social or professional data extraction.

## Facts

- Endpoint: POST https://ggwp-ten.vercel.app/api/li-scraper
- Price: $0.19648/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/ggwp-linkedin-scraper-35209eed
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_4_Uik4JFjhOjadb_OP4Cy

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 ggwp-linkedin-scraper-35209eed -d '<json body>'
```

Example prompt: Can you scrape this LinkedIn profile page and pull out the person's work history, current role, and skills so I can review them as a candidate?

## When to prefer this

Choose this endpoint when you need structured data extracted from LinkedIn profiles or job postings programmatically, especially in agentic workflows requiring pay-per-call access without managing scraping infrastructure yourself. Prefer this over building your own scraper when you want quick, on-demand LinkedIn data extraction paid via crypto microtransaction.

## Known failure modes

- LinkedIn rate limiting or blocking resulting in empty or error response
- Invalid or private LinkedIn URL causing no data returned
- Malformed input schema returning a generic error
- LinkedIn login-gated content inaccessible to scraper
- Timeout if LinkedIn page is slow to respond

## How this service works

All-in-one API hub: Social Media, Jobs, Finance, Crypto, and Tools. Pay-per-call with x402 protocol on Base chain.

## Output

Returns a result object containing scraped LinkedIn data such as profile fields (name, title, experience, education, skills) or job posting details, structured as JSON.

## Request schema (JSON Schema)

```json
{
 "type": "object",
 "properties": {
  "result": {
   "type": "object",
   "description": "API response data"
  }
 }
}
```

## Response schema (JSON Schema)

```json
{
 "type": "object",
 "example": {
  "result": {
   "data": "example response"
  }
 },
 "properties": {
  "result": {
   "type": "object",
   "description": "API response data"
  }
 }
}
```

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/ggwp-linkedin-scraper-35209eed/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from ggwp-ten.vercel.app](https://www.zero.xyz/host/ggwp-ten.vercel.app/llms.txt)