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AI Sourcer

Tap a global database of 600,000+ pre-screened candidates.

RightMatch's AI Sourcer searches a curated, opt-in global database of 600,000+ candidate profiles and completed AI interviews — surfacing the people most likely to thrive in your role, instantly. No more outreach roulette, no more LinkedIn InMail spam.

600,000+ opt-in candidate profiles, refreshed daily
Every profile includes a completed AI interview transcript and score
Natural-language search: "Senior PMs in healthcare who interviewed for marketplace roles"
One-click outreach with auto-personalized intro from the candidate's own scorecard
Try for free See sample search
SOC 2 Type II
600,000+
candidates in the global pool
100%
with completed AI interviews on file
Daily
pool refresh + new profile additions
Top candidates · Senior Frontend Engineer
1,242 reviewed
MT
Maya Thompson
Senior Frontend Engineer · Remote
96%
RC
Reema Chen
Staff PM · NYC
92%
JD
Jordan Diaz
Sales Director · Austin
89%
AP
Aarav Patel
Data Scientist · Berlin
87%
SK
Sofia Kim
Lead Designer · Toronto
84%
NW
Noah Wallace
Backend Engineer · Remote
81%
How AI Sourcer works

From role brief to qualified shortlist — in seconds.

Drop in your role requirements. AI Sourcer matches against 600,000+ pre-screened candidates and surfaces the top fits with their full scorecard already attached.

1

Describe the role in plain English

Paste your JD, your ICP, or just describe who you're looking for. AI extracts the requirements and matches them against the pool.

2

Browse a ranked, pre-screened pool

Top fits surface with their AI interview transcript, score, and skill match already in hand. No more guessing from a LinkedIn headline.

3

One-click personalized outreach

Reach out with an intro auto-personalized from the candidate's own scorecard. Reply rates are 4× cold outreach.

What's in the global candidate pool

Every profile is more than a resume.

The 600,000+ candidates in the RightMatch global pool aren't names scraped from LinkedIn — they're real people who completed an AI interview, opted in to be discovered, and granted access to their full scorecard for hiring teams to evaluate.

📄

Full resume + skill match

Every profile includes a parsed resume with trajectory, scope, ownership signals — and an AI-scored match against your role.

🎙

Completed AI interview

Each candidate has a full AI screening interview on file — transcript, scorecard, and cited evidence per signal.

🌐

Global pool, 40+ countries

Candidates from North America, EMEA, APAC, and LATAM. Filter by region, work authorization, time zone, language.

🔒

Opt-in, GDPR-respecting

Every candidate explicitly opts in to be discovered. Candidates control which fields are visible and can revoke at any time.

🔍

Natural-language search

"Show me senior PMs with marketplace experience in EMEA, EU work auth, mid-stage Series B background." It works.

✉

Personalized outreach

AI drafts an intro from the candidate's own scorecard. Reply rates 4× cold outreach. Editable before send.

AI Sourcer · FAQ

Questions, answered.

They're candidates who applied through our customer hiring teams, completed an AI interview, and opted in to be discoverable by other RightMatch customers for roles that match their profile. It's not LinkedIn-scraped data — it's people who explicitly want to be considered.
Every candidate explicitly opts in during their first AI interview. They control which fields are visible (resume, score, region, etc.), can edit their preferences anytime, and can fully revoke access — at which point their profile is removed from the pool within 24 hours.
Candidates can blocklist specific companies. By default, the candidate's current employer (if visible on their resume) is automatically excluded from seeing the profile.
New candidates are added daily as they complete AI interviews on the RightMatch platform. Profiles are auto-archived after 12 months of inactivity unless the candidate refreshes them.
AI Sourcer is included with Growth and Scale plans. Starter (free) lets you preview the global pool but reach out via Growth+ plans.
Explore the platform

Other AI hiring tools in RightMatch

🎙AI Interviewer

AI video interviews at scale

Run async AI interviews — every interview adds to your private and (optionally) the global pool.

Learn more
📄Resume Analyzer

AI resume screening at scale

Score 1,000 resumes in 60 seconds with cited evidence.

Learn more
🤖MCP for LLMs

Drive sourcing from your LLM

Search the 600,000+ candidate pool from inside ChatGPT, Claude, or Gemini.

Learn more
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Start free. Connect your ATS in two clicks — or talk to your LLM. Hire your next teammate before the end of the month.

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