# LinkedIn Bulk Data Scraper

> LinkedIn Bulk Data Scraper is a paid API for AI agents from kite-solana.vercel.app, paid per call via x402, $0.12/call, status unknown (last checked 2026-10-31).

Scrapes and returns bulk profile, company, or post data from LinkedIn at scale

## Facts

- Endpoint: POST https://kite-solana.vercel.app/api/linkedin-bulk-data-scraper?utm_source=zero.xyz
- Price: $0.12/call
- Payment: x402
- Status: unknown
- Last checked: 2026-10-31
- Activations on Zero: 0
- Tags: x402
- Canonical page: https://www.zero.xyz/c/linkedin-bulk-data-scraper-020147ad
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_KoOvSr3IH2-j8sPfn3GYq

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-020147ad -d '<json body>'
```

Example prompt: Scrape bulk LinkedIn data for these 50 profile URLs and give me each person's name, current job title, company, location, and work history summary.

## When to prefer this

Choose this endpoint when you need to extract data from multiple LinkedIn profiles, companies, or posts in a single request at scale. Ideal for lead generation, recruitment pipelines, sales prospecting, and competitive intelligence workflows where manual LinkedIn browsing is impractical. Prefer this over single-profile scrapers when batch volume justifies the $0.12/call cost.

## Known failure modes

- Invalid or private LinkedIn URLs returning empty or error results
- Rate limiting or blocking by LinkedIn causing partial data returns
- Malformed input list causing 400 bad request errors
- Profiles that have been deleted or made private returning no data
- Timeout errors when processing very large batches
- USDC payment failure causing 402 payment required error

## 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 JSON object containing bulk LinkedIn data for the requested profiles or companies, including fields such as name, job title, company, location, work history, education, bio, follower counts, and other publicly available LinkedIn profile or company page attributes.

## 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-020147ad/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)