# LinkedIn Extract People Educations

> LinkedIn Extract People Educations is a paid API for AI agents from Edges at mpp.orthogonal.com, paid per call via MPP, $0.35/call, status unknown (last checked 2026-10-10).

Extracts education history from LinkedIn profiles, including schools, degrees, fields of study, and dates.

## Facts

- Endpoint: POST https://mpp.orthogonal.com/edges/actions/linkedin-extract-people-educations/run/live?utm_source=zero.xyz
- Price: $0.35/call
- Payment: MPP
- Status: unknown
- Last checked: 2026-10-10
- Activations on Zero: 0
- Provider: Edges
- Docs: https://docs.edges.run/v1/quickstart
- Website: https://edges.run
- Tags: linkedin, automation, scraping, data, social
- Canonical page: https://www.zero.xyz/c/edges-linkedin-extract-people-educations-6b09f03c
- Structured record (JSON): https://api.zero.xyz/v1/capabilities/cap_Acd2jUpPqZkNUiZpKqW5u

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 edges-linkedin-extract-people-educations-6b09f03c -d '<json body>'
```

Example prompt: Pull the full education history from this LinkedIn profile — https://www.linkedin.com/in/janedoe — including every school, degree, field of study, and the start and end dates for each.

## When to prefer this

Use this endpoint when you need structured education data from a specific LinkedIn profile — such as verifying degrees, enriching candidate profiles, or researching academic backgrounds. Prefer this over general web scraping when you need clean, structured fields like degree, school, and dates rather than raw HTML.

## Known failure modes

- LinkedIn profile is private or not publicly accessible — returns empty or error
- Invalid or malformed LinkedIn profile URL — returns validation error
- Profile exists but has no education section listed — returns empty array
- LinkedIn rate limiting or anti-bot detection triggered — returns failure or timeout
- Profile URL belongs to a company page rather than a person — returns error

## How this service works

Extract education history from LinkedIn profiles including schools, degrees, fields of study, and dates.

## Output

Returns a structured list of education entries from the LinkedIn profile, each containing the school name, degree type, field of study, start date, and end date.

## More

- Live health (JSON, refreshed every minute): https://www.zero.xyz/c/edges-linkedin-extract-people-educations-6b09f03c/health.json
- [Zero catalog index](https://www.zero.xyz/llms.txt)
- [Other services from mpp.orthogonal.com](https://www.zero.xyz/host/mpp.orthogonal.com/llms.txt)