Most hiring platforms are glorified search engines. You type "React developer, 5 years, San Francisco" and you get everyone whose profile literally contains those words. The problem: your best candidate might have written "frontend engineer" instead of "React developer," or "Bay Area" instead of "San Francisco." They're already screened out. You never see them.
What keyword search actually does
It filters your database by exact-string matches. If a candidate didn't phrase their experience the same way the recruiter typed the query, they're invisible. That means:
- Candidates who use different vocabulary (common in cross-industry hires) are missed.
- Non-native English speakers who phrase skills differently are missed.
- Senior candidates who describe outcomes rather than tools are missed.
You end up seeing the same 20 keyword-stuffed profiles the market has already picked over.
What AI matching does differently
It reads your job description like a human would — "we need someone who's scaled a frontend team through hypergrowth" — and ranks candidates on meaning, not vocabulary. Semantic similarity catches:
- "Grew the engineering org from 4 to 20" when you asked for "team leadership"
- "Shipped Checkout 2.0" when you asked for "payments experience"
- "Mentored 3 juniors to senior" when you asked for "ability to coach"
Why verified profiles 10× the quality
Semantic matching alone isn't enough. If the profile is self-reported and embellished, you're just surfacing better-written fiction. That's why every Simonara match pairs AI ranking with three verifications:
- Identity — matched government ID + selfie, so the person you interview is the person you contacted.
- Work history — the dates and titles were confirmed by the candidate on-platform, with an audit trail.
- Role certification — the candidate explicitly attests to the top 3 claims a hiring manager cares most about for that role.
What this looks like day-to-day
Before: your recruiter writes a Boolean query, gets 400 results, sorts by "last active," and interviews from the top 15. 80% of the shortlist is already in motion with your competitors.
After: your recruiter writes a plain-English brief ("Senior PM who's taken a product from $5M to $25M ARR in a dev-tools market"), gets 25 ranked matches, and interviews from a pool that's 70% not currently on the open market because they're consenting through Simonara only.
Running a hard-to-fill role right now? Request a Hiring Brief™ and we'll return 5 verified matches within 48 hours — no contract required to see the quality.