# Magnum.ai LinkedIn Data Scraper

> Magnum.ai LinkedIn Data Scraper is a paid API for AI agents from magnum-ai-flame.vercel.app, paid per call via x402, $0.08/call, status unknown (last checked 2026-09-14).

Scrapes and returns professional profile and company data from LinkedIn via a pay-per-call API endpoint.

## Facts

- Endpoint: POST https://magnum-ai-flame.vercel.app/api/linkedin-data-scraper
- Price: $0.08/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/magnum-ai-linkedin-data-scraper-1dfc5875
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_LOIYi9ByhAEP-kdKhyn3m

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 magnum-ai-linkedin-data-scraper-1dfc5875 -d '<json body>'
```

Example prompt: Can you pull the LinkedIn profile data for this person — https://www.linkedin.com/in/johndoe — I need their job title, current employer, and skills?

## When to prefer this

Choose this endpoint when you need programmatic access to LinkedIn profile or company data without maintaining your own scraping infrastructure, especially in agent workflows requiring professional background enrichment, lead generation, or candidate research at $0.08 per call.

## Known failure modes

- Invalid or non-existent LinkedIn URL returns empty or error result
- LinkedIn rate limiting or blocking may cause failed scrape
- Private or restricted profiles may return incomplete data
- Payment failure via x402 results in 402 response and no data returned
- Malformed input object returns schema validation error

## How this service works

Pay-per-call API marketplace with 150 endpoints powered by x402 payments on Base chain.

## Output

Returns a result object containing scraped LinkedIn profile or company data such as name, title, employer, skills, location, and other publicly visible professional information.

## 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/magnum-ai-linkedin-data-scraper-1dfc5875/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from magnum-ai-flame.vercel.app](https://www.zero.xyz/host/magnum-ai-flame.vercel.app/llms.txt)