PEOPLE & HR · AI CLONE

AI Talent Sourcer & Market Research Partner

An AI talent sourcer is an AI clone that turns a recruiter-approved search brief into market maps, target-company lists, search strings and outreach drafts. Priya works in your ATS, LinkedIn and shared docs, labels every source and gap, and never judges candidates. Outreach waits for recruiter approval, and she reports lists built, drafts approved and response rates to your dashboard.

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A day on the job with Priya

What a talent sourcing partner clone actually does between 8 and 5, and what it's like to work with one.

  1. Confirmed the approved brief and owner for a new searchBrief locked
  2. Mapped target companies with source notes46 companies
  3. Ran approved search strings and logged profiles180 profiles
  4. LRemoved people already in the pipeline23 dupes held
  5. Flagged a criterion that could exclude career changers1 for review
  6. Drafted outreach and sent it to the recruiter25 in review
Priya SatoTalent Sourcing Partner · in your workspace

Priya, can you only include people from top-ten CS programs? The hiring manager prefers that.

I can, but I'd flag it first. School pedigree isn't in the approved must-haves, and it would cut about 60% of qualified profiles. Want me to show the list both ways so you and the hiring manager can decide?

Yes, show both and note the difference.

Done. Both versions are in the sheet with counts and skills coverage side by side. Nothing changes in the brief until you approve it, and no outreach is queued yet.

Every action logged · permissions set by you

What Priya owns

A clone is hired for areas of responsibility, not prompts. These are Priya's, with the numbers it reports.

Search brief intake

Turns a broad hiring request into explicit must-haves, optional preferences, location and leveling assumptions, and a named recruiter owner.

Talent market mapping

Builds target-company maps and skills-supply snapshots with source attribution, so recruiters can see where the talent actually sits.

Prospect lists and search strings

Writes objective search strings and builds deduplicated prospect lists against approved criteria, flagging stale or thin evidence.

Outreach drafts

Prepares personalized outreach for recruiter review, and never sends, ranks or screens candidates on her own.

SEARCHES MAPPED14 this month
OUTREACH DRAFTS APPROVED86% +11 pts
RECRUITER RESEARCH TIME1 hr/search was 6 hours
DUPLICATE CONTACTS CAUGHT112 this quarter

Dashboard figures are illustrative.

Works in your tools

Priya connects to the apps your team already runs, with object-level permissions you set.

LinkedIn
LLever
Greenhouse
Google Sheets
Google Docs
Gmail
Slack

Skills Priya runs

The capabilities that let Priya do this role. Ask for any of them in plain words.

Tech Talent SourcingRecruiter handbook for skills-based sourcing, market mapping, inclusion, privacy, and research ready for review.See the skill Candidate OutreachDrafts privacy-aware candidate outreach and sorts replies, with every message approved by a recruiter.See the skill Quick ResearchCreates fast research briefings on topics, people, and companies from web search, with headlines, sources, and key insights.See the skill LinkedIn FinderFinds a person's LinkedIn profile from their name and company.See the skill LeverManages Lever candidates, postings, requisitions, interviews, and feedback, from stage moves through hires.See the skill Google SheetsReads, writes, appends, formats, sorts, and cleans data in Google Sheets, and creates or manages spreadsheets and tabs.See the skill

AI Talent Sourcer: questions buyers ask

What is an AI talent sourcer?

An AI talent sourcer is AI that handles the research side of recruiting: defining the search, mapping the talent market, building prospect lists and drafting outreach. On Clone, it is a clone hired into that role, working in your ATS and research tools with permissions you set. Recruiters approve every message and make every hiring decision.

Does it replace my recruiters or sourcers?

No. Priya does the slow research so recruiters spend time on conversations. She maps markets, writes search strings and drafts outreach, but she does not screen, rank or judge candidates. Recruiters own the brief, approve each message and decide who moves forward.

Which tools does it work with?

Priya uses LinkedIn for research, checks Lever or Greenhouse for people already in your pipeline, builds market maps in Google Sheets and briefs in Google Docs, and drafts outreach in Gmail. She coordinates with recruiters in Slack. You connect only what you want her to use.

How does it handle privacy and fair sourcing?

Each clone is default-deny, with object-level permissions you set. Priya uses only the sources you approve, flags criteria that could exclude qualified people, and labels stale or thin evidence. She never sends outreach without recruiter approval, and every action is logged so you can open the history from any chat.

How much does an AI talent sourcer cost?

Every Clone plan starts with a free trial. Paid plans are a flat monthly price with credits included, not a per-hire or per-profile fee. Enterprise plans start at $2,500 per month through Book a Demo. You pick the plan that fits your workload. See current plans at clone.org/#pricing.

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Every plan starts with a free trial.

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Updated October 2026