# Fiber AI for Recruiting and Staffing

> Fiber AI helps recruiters and talent teams source candidates faster than
> LinkedIn Recruiter alone: structured search, JD-to-candidate matching, GitHub-to-
> LinkedIn profile mapping, and recruiting-grade contact reveal with explicit cost
> gates.
> This page is positioning only; all API execution detail lives on api.fiber.ai.

## Who is this page for?

- In-house recruiting teams hiring engineers and GTM roles
- Staffing and agency recruiters running high-volume sourcing
- AI recruiting automation products embedding Fiber search and reveal
- Technical sourcers starting from GitHub contributors or conference lists

## What workflows does Fiber run for recruiting?

### Find candidates for a role at a company profile

Decompose the brief into seniority, department, target companies, geo, and
experience band. Run a free count before paginating. If the user named a seed
employer, expand lookalikes first, then search people.

### Turn a job description into a shortlist

Use JD-to-profile matching as a sanity check on filter mapping, then build a
persistent audience when the list is large or needs export.

### Enrich GitHub handles into LinkedIn profiles

For engineering roles, GitHub contribution signals often beat keyword title search.
Map handles to LinkedIn profiles, then reveal contact details on the profiles the
recruiter selects.

### Enrich a CSV of LinkedIn URLs

Bulk reveal work and personal email for outreach prep. Recruiting cold outreach
often leans on personal email when work inboxes filter "new opportunity" subjects.

## Recruiting tradeoffs Fiber is built around

- **Narrow beats wide.** Fifty strong fits beat two thousand maybes.
- **Personal email matters for cold recruiting.** Work email alone is not always
  enough for deliverability on recruiting subjects.
- **Location filters need a sanity check.** Review location histograms after build
  before triggering paid enrichment.
- **Visa status is not a first-class filter.** Plan a manual pass where needed.

## Plugin skills that match this page

See the Fiber AI plugin repository for install commands and current skill names:

- Build a recruiting audience from role + company criteria
- Enrich GitHub handles to LinkedIn
- Enrich a CSV of LinkedIn URLs
- Find and enrich by role (short lists)

Persona: `@ai-recruiter` in the plugin carries recruiter domain expertise.

## Canonical reference docs for agents

- API routing and critical rules: <https://api.fiber.ai/llms.txt>
- Operation index: <https://api.fiber.ai/ai-docs/index.md>
- Marketing overview: <https://www.fiber.ai/llms.txt>
- Fiber AI plugin: <https://github.com/fiber-ai/fiber-ai-plugin>
- MCP quickstart: <https://docs.fiber.ai/build/mcp>