# LinkedIn Bulk Scraper API

> LinkedIn Bulk Scraper API is a paid API for AI agents from kite-hub-v2.vercel.app, paid per call via x402, $0.07/call, status unknown (last checked 2026-09-15).

Bulk scrapes LinkedIn profiles, companies, or posts, returning structured data at scale via a pay-per-request model.

## Facts

- Endpoint: POST https://kite-hub-v2.vercel.app/api/linkedin-bulk-scraper
- Price: $0.07/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-15
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/linkedin-bulk-scraper-api-8f6178a5
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_jXtBFvno_-yv88plQvaw1

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-scraper-api-8f6178a5 -d '<json body>'
```

Example prompt: Can you bulk scrape LinkedIn profiles for these 50 URLs and give me each person's job title, company, location, and work history so I can build a prospect list?

## When to prefer this

Choose this endpoint when you need to extract LinkedIn data for multiple profiles or entities in a single request rather than one-by-one lookups. Ideal for lead generation pipelines, recruitment research, sales prospecting, and competitive intelligence workflows that require scale. Prefer this over single-profile scrapers when processing lists of 10+ LinkedIn URLs at once.

## Known failure modes

- LinkedIn rate limiting or blocking may cause partial or empty results
- Invalid or private LinkedIn profile URLs return no data
- Malformed input URLs result in errors or skipped records
- LinkedIn anti-scraping measures may intermittently block requests
- Service downtime on the provider's infrastructure returns 500 errors
- Payment failure in USDC on Base chain prevents request execution

## 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 containing scraped LinkedIn data for multiple profiles or entities, including fields such as names, job titles, companies, work histories, locations, and other publicly available LinkedIn profile 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/linkedin-bulk-scraper-api-8f6178a5/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from kite-hub-v2.vercel.app](https://www.zero.xyz/host/kite-hub-v2.vercel.app/llms.txt)