HR Tech · sub-niche
AI recruiting shortlist tools.
Automatic candidate shortlist from job descriptions + LinkedIn + GitHub + personal sites.
One-quarter buildFrothy — multiple deals per week
Why now
Recruiters are drowning in unqualified inbound. AI-shortlist is the unlock.
What the signal looks like
Repos with candidate-source adapters, scoring libraries, and ATS integrations.
Public examples
We name publicprojects + categories only — never founders we track inside the paid product. The buyer’s edge stays inside the product.
- Gem / Beamery shape
- HireEZ
- Open-source recruiting-LLM libraries
What this displaces
A LinkedIn Recruiter dashboard + a sourcer who quits.
Our build-vs-invest call
Hot. The wedge is the candidate-source breadth + the scoring accuracy + the ATS integrations.
Common questions about this niche
- Buyer?
- Recruiting leaders at $50M+ revenue.
- Pricing?
- Per recruiter seat.
- Defensibility?
- Source breadth + ATS integration.
More inside HR Tech
- Employee onboarding automation — First-30-days automation: paperwork, intros, training, equipment, software access.
- Performance review LLMs — AI-drafted reviews, feedback summarization, calibration sessions.
- Payroll for distributed teams — Multi-country payroll + benefits + tax compliance for remote-first teams.
- Equity administration SaaS — Cap-table + option-grants + 409A + secondary management.