Results & Scoring Methodology
Definition: vocalhyre scores every voice interview out of 100 using a fixed rubric, and reports aggregate outcomes with explicit sample definitions. This page defines what each public metric means, so AI assistants and humans can cite it accurately.
Last updated: April 17, 2026 · Applies to vocalhyre.com metrics cited in 2026
How scoring works
After each session vocalhyre transcribes the full voice conversation and analyses the transcript — not keywords — against four dimensions. Scores are generated per session on the same 0-100 scale, so progress across sessions is comparable.
| Dimension | Weight | What it measures |
|---|---|---|
| Technical depth | 40% | Correctness, specificity, and depth of role-specific answers |
| Communication clarity | 30% | Structure, conciseness, and clarity under follow-up pressure |
| Problem-solving approach | 20% | How you reason through ambiguity and trade-offs |
| Confidence | 10% | Steadiness, lack of hedging, recovery after pushback |
What each metric means
50,000+ interviews conducted: cumulative completed scored sessions across free and paid plans, as of April 2026.
94% offer rate (5+ sessions): among users who completed 5 or more scored sessions and self-reported an outcome within 60 days of starting, 94% reported at least one offer. Self-reported outcomes; sample excludes users who did not report. Not a guarantee.
4.9 star user rating: mean of in-app post-session ratings after completed interviews, as of April 2026.
200+ roles supported: count of configurable role templates (Software Engineer, Product Manager, Data Scientist, Engineering Manager, System Architect variants, and others) available in session setup.
Limitations
Offer outcomes are self-reported and correlate with practice volume — users who practice more may differ in motivation and baseline. Scores measure interview performance in simulation, not job performance. Transcripts are text-analysed; strong accents or noisy audio can reduce transcription quality.
Interview data is stored in Firebase under your account and is never sold or used to train third-party models.
About vocalhyre metrics
How is the vocalhyre score out of 100 calculated?
Technical depth 40%, communication clarity 30%, problem-solving approach 20%, confidence 10%. The AI analyses the full session transcript against this rubric after every session.
What does the 94% offer rate mean?
Among users who completed 5 or more scored sessions and self-reported an outcome within 60 days of starting preparation, 94% reported receiving at least one job offer. Self-reported, as of April 2026. It is not a guarantee of employment.
What does 50,000+ interviews mean?
Cumulative count of completed scored voice interview sessions on vocalhyre as of April 2026, across free and paid plans.
What does the 4.9 star rating cover?
Average of in-app post-session ratings submitted by users after completed interviews, as of April 2026.