Direct answer
The best recruiter prompts ask AI to structure the search, not to invent candidates.
Prompt pattern
Give the model the JD, ask for must-haves, adjacent titles, false positives, source lanes, Boolean strings, and hiring manager questions. Then require it to label assumptions.
Operating notes
- Ask for assumptions explicitly.
- Ask for false positives.
- Ask for three search lanes.
- Never ask AI to create fake candidate lists.
Good guardrails
Tell the model not to invent people, not to verify clearance, not to claim contact accuracy, and not to recommend outreach without evidence.
Best outputs
Useful outputs include source pack, Boolean bank, X-Ray bank, donor map, scorecard, no-results rescue plan, and outreach angle.
SourcingOS workflow
Use prompts for strategy, then use SourcingOS tools to turn strategy into repeatable searches.
Copy-paste starting strings
Prompt: Turn this JD into strict, adjacent, and exploratory sourcing lanes. Label assumptions.
Prompt: Build Boolean strings and false-positive filters for this role. Do not invent candidates.
Prompt: Generate hiring manager calibration questions based on missing evidence in this JD.
FAQ
Can I paste resumes into AI?
Only follow your company policy and avoid exposing sensitive data unnecessarily.
What is the best AI prompt for sourcers?
The best prompt creates a source pack and asks the model to show uncertainty.