# LinkedIn Bulk Data Scraper

> LinkedIn Bulk Data Scraper is a paid API for AI agents from kite-endpoints.vercel.app, paid per call via x402, $0.12/call, status unknown (last checked 2026-09-14).

Scrapes bulk profile, company, or post data from LinkedIn and returns structured results

## Facts

- Endpoint: POST https://kite-endpoints.vercel.app/api/linkedin-bulk-data-scraper
- Price: $0.12/call
- Payment: x402
- Status: unknown
- Last checked: 2026-09-14
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/linkedin-bulk-data-scraper-ee0d6276
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_kj_tWyuZmKvj2stx4_pTm

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-data-scraper-ee0d6276 -d '<json body>'
```

Example prompt: Can you scrape bulk LinkedIn data for a list of these 50 sales prospect profiles and give me their job titles, companies, and connection counts?

## When to prefer this

Choose this endpoint when you need to extract LinkedIn data at scale across multiple profiles or companies in a single request, particularly for lead generation, recruitment research, or competitive intelligence workflows that require structured professional data without manual browsing.

## Known failure modes

- LinkedIn rate limiting or blocking may cause incomplete results
- Invalid or private profile URLs return empty or error data
- Malformed input identifiers result in no data returned
- LinkedIn anti-scraping measures may cause intermittent failures
- Response may be incomplete if target profiles are set to private

## 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 a structured result object containing bulk LinkedIn profile or company data fields such as names, job titles, companies, bios, connection counts, work histories, and other publicly available profile attributes for the queried subjects.

## 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-data-scraper-ee0d6276/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from kite-endpoints.vercel.app](https://www.zero.xyz/host/kite-endpoints.vercel.app/llms.txt)