# LinkedIn Bulk Profile Scraper

> LinkedIn Bulk Profile Scraper is a paid API for AI agents from kite-solana.vercel.app, paid per call via x402, $0.07/call, status unknown (last checked 2026-11-02).

Scrapes multiple LinkedIn profiles or search results in bulk, returning structured profile data

## Facts

- Endpoint: POST https://kite-solana.vercel.app/api/linkedin-bulk-scraper?utm_source=zero.xyz
- Price: $0.07/call
- Payment: x402
- Status: unknown
- Last checked: 2026-11-02
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/linkedin-bulk-profile-scraper-0b685394
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_9_5i4vWQ9YNtMw3jcf2c_

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 linkedin-bulk-profile-scraper-0b685394 -d '<json body>'
```

Example prompt: Scrape the LinkedIn profiles for these 20 people and give me their current job titles, companies, locations, and work history: [list of LinkedIn profile URLs].

## When to prefer this

Use this endpoint when you need to extract structured data from multiple LinkedIn profiles simultaneously, making it far more efficient than single-profile lookups. Ideal for sales prospecting, recruitment pipelines, competitive intelligence, and any workflow that requires enriching a list of people with professional background data at scale.

## Known failure modes

- Profile not found or URL invalid — returns empty or error for that entry
- LinkedIn rate limiting or anti-scraping blocks may cause partial results
- Private profiles may return limited or no data
- Malformed input URLs result in parsing errors
- Service timeout for very large bulk requests

## How this service works

400+ paid API endpoints. Social media, AI, crypto, finance, weather, ecommerce, tools. Pay per request with USDC on Base chain.

## Output

Returns structured JSON objects for each LinkedIn profile scraped, including fields such as full name, current job title, current company, location, summary, work experience history, education, skills, and profile URL. Data is returned in bulk for all requested profiles in a single response.

## 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/linkedin-bulk-profile-scraper-0b685394/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from kite-solana.vercel.app](https://www.zero.xyz/host/kite-solana.vercel.app/llms.txt)