Three capabilities. One single API.
AI Matching combines intent understanding, semantic search and exclusive signals — orchestrated by your AI.
Intent understanding
No boolean, no ATS filters. The AI extracts stack, seniority, contractual constraints and urgency from your natural-language prompt.
Semantic search
Embeddings over experience, missions, tech. Finds nearby profiles even when keywords differ — e.g. "React Native" surfaces "Expo" profiles.
Automatic justification
Every profile in the shortlist arrives with its score and the reason for the match. No more black box, no more endless scroll.
Three steps. A few seconds.
You speak. Jemmo understands.
Skills, seniority, location, contractual constraints, urgency — the AI extracts the brief and turns it into a structured query. No special syntax to learn.
You can refine, broaden or contradict at any time; the query updates in real time.
The signals that break the tie.
Beyond technical fit, AI Matching weighs market openness, estimated availability, activity freshness and responsiveness. The profiles most likely to reply rise to the top.
Every signal is computed from public sources and the FRK pool — never intrusive scraping.
A justified shortlist, not a list.
Each profile arrives with a score, the reason for the match, the signals that mattered and the pool status — vetted FRK or enriched public.
You can broaden, exclude, or ask for profiles similar to the top candidate — without leaving your AI.
Which hires is it built for?
A few examples of prompts that work particularly well with AI Matching.
Urgent mission
When you need a rare profile available fast — market openness and availability break the tie.
Rare stack
Semantic search finds nearby profiles, even when keywords don't match exactly.
Squad hiring
Run several prompts in parallel and build a coherent team. Jemmo detects overlaps.
vs classic boolean search.
| Criterion | Boolean search | Jemmo AI Matching |
|---|---|---|
| Intent understanding | Strict keywords | Semantic + context |
| Finds profiles beyond keywords | No | Yes |
| Estimated availability | — | Real-time score |
| Match justification | Flat list | Score + reason |
| Average time / shortlist | 45–90 min | ~3 min |
Related features.
Your next shortlist is one prompt away.
Connect Jemmo to your AI in 2 minutes. 2-week free trial.