Recruiter Copilot for Sourcers

Find the best passive candidates while you browse. AI matching highlights qualified profiles in real-time.

Passive Candidates
Real-time Matching
Free Extension

Sourcing is pattern recognition at scale. You run a Boolean search, get 200 results, and start clicking - scanning headlines, skimming experience sections, mentally mapping each profile against your requirements. By profile 30, your eyes glaze. By profile 80, you're making inconsistent judgments. The best sourcers know this fatigue bias exists but can't eliminate it manually.

The terminology problem compounds the issue. A passive 'Data Engineer' on LinkedIn might be the perfect 'ML Infrastructure Engineer' your client needs, but if your Boolean string didn't include that variation, they're invisible. Even experienced sourcers can't anticipate every title variation across industries and company sizes.

Recruiter Copilot acts as a real-time quality filter on your sourcing workflow. Every profile you open gets scored against your active JD - automatically, consistently, without fatigue. It catches qualified candidates you'd miss from terminology differences and flags unqualified ones before you waste time on deep evaluation.

Nina, Sourcer at a talent acquisition firm Real-world scenario

Nina is sourcing Data Engineers and opens her 45th LinkedIn profile of the session. She's been at it for two hours and her assessments are getting faster - and sloppier. Copilot scores this profile at 94%: the candidate lists 'Data Platform Engineer' as their title but has Spark, Airflow, and dbt experience that maps perfectly to the JD. Without Copilot, Nina might have skipped this profile because the title didn't match her mental model. Instead, she adds them to her shortlist in 5 seconds.

See How Copilot Reads Your Job Description

Paste or upload any JD and Copilot extracts the must-have skills, nice-to-have qualifications, and domain keywords - organized so you can review and edit before activating.

Recruiter Copilot

Analysis Complete

Extracted key information
Identified role titles
Detected required skills
Generated search criteria

Review Criteria

Click to edit
Data EngineerData Platform Engineer
PythonApache SparkSQL
AirflowdbtSnowflake
ETL PipelinesData Warehouse

Instant Match Scores on Every Profile

As you browse LinkedIn, Copilot shows a match score sidebar with skill-by-skill analysis. Green means matched, red means missing - instant clarity on every candidate.

linkedin.com/in/alex-rivera
Alex Rivera
Data Platform Engineer at DataFlow Inc.
Austin, TX
Experience
DataFlow Inc.
Data Platform Engineer · 3 yrs
AnalyticsPro
Data Analyst · 2 yrs
Recruiter Copilot
AI Matched
94%
Data Engineer
Must-Have Skills
✓ Python ✓ Apache Spark ✓ SQL ✓ Airflow
Nice-to-Have
✓ dbt ✗ Snowflake

Challenges We Solve

Sourcing fatigue causes inconsistent quality judgments after reviewing 50+ profiles in a session

Copilot scores every profile consistently - candidate #1 and candidate #100 are evaluated with the same rigor

Missing qualified candidates because their titles don't match your Boolean search variations

Semantic matching evaluates the full profile - skills, experience, context - not just title keywords

Spending too much time on profiles that look promising but don't actually meet requirements

Instant match scores let you skip low-fit profiles in under 2 seconds, focusing time on the top matches

Difficulty proving sourcing ROI when pipeline quality is hard to quantify

Match scores provide a quantifiable quality metric - report on average match score of sourced candidates

Use Cases

Sourcer favorite

Boolean Search Validation

Run your Boolean search, then use Copilot to validate which results actually match. Refine your search strings based on which profiles score highest.

Passive Candidate Identification

Browse LinkedIn profiles naturally. Copilot surfaces qualified passive candidates you'd miss in a keyword-only scan by understanding skill context.

Talent Pipeline Building

Build pre-qualified pipelines for recurring roles. High-match profiles can be flagged for future outreach even when no role is open.

Search Strategy Optimization

Compare match rates across different search strategies. Learn which Boolean strings and filters surface the highest-quality candidates.

What Sourcers Say

35% less sourcing time
"Copilot changed how I source. I used to review every profile manually. Now I focus only on high-match candidates - my shortlist quality went up while my sourcing time went down."
Jessica L. Talent Sourcer at a tech company
3 hidden gems per session
"I found three candidates in one session that I would have skipped because of unusual job titles. All three made it to the interview stage."
Marcus D. Senior Sourcer, RPO firm

Try Recruiter Copilot Free

Add to your browser and start matching candidates in seconds. No credit card required.

Chrome Add to Chrome - It's Free
5.0 rating Free forever Works on LinkedIn

Frequently Asked Questions

How does Copilot work with LinkedIn Recruiter?

Copilot is a Chrome extension that works on any LinkedIn profile page, including LinkedIn Recruiter, LinkedIn Lite, and standard LinkedIn. It adds match scores to profiles as you browse - no integration required.

Does it slow down browsing?

No. Copilot runs in the background and displays results in under one second. It doesn't interfere with LinkedIn's UI or slow page loads.

Can it help me write better Boolean strings?

Indirectly, yes. By showing which profiles score highest, you can learn which search strategies produce better-matched candidates and refine your Boolean strings accordingly.

How does semantic matching differ from keyword matching?

Keyword matching requires exact text matches. Semantic matching understands that 'Frontend Engineer' and 'React Developer' are related, that 'TypeScript' implies 'JavaScript,' and that 'ML Engineer' might match a 'Data Scientist' JD. It evaluates meaning, not just words.

Does it work on GitHub profiles too?

Yes. Copilot works on LinkedIn profiles, GitHub profiles, and can also analyze uploaded PDF resumes - so you can qualify candidates from multiple sources.

Ready to source smarter?

Add Recruiter Copilot to Chrome and start matching candidates in seconds.