Methodology

How we measure question match rate.

The homepage claim is intentionally narrow: 94% of surveyed users said at least one generated question matched a real interview question.

What is measured

The 94% figure means surveyed users said at least one generated question matched a question they were actually asked in a real interview.

What is not measured

It does not mean that 94% of all generated questions are exact matches, and it does not guarantee that a specific future interview will contain a generated question.

How feedback is collected

Users can submit post-interview feedback after using a resume analysis. The survey asks whether any generated question matched an actual interview question, using the user's own judgment of exact or close semantic matches.

Sample basis

The metric is calculated from user-submitted feedback connected to the 2,400+ resume analyses reported on the site as of June 2026.

Why this metric matters

Challenge My Resume generates questions from the specific claims, metrics, technologies, and responsibilities in a resume. A match means the tool found at least one area that a real interviewer later decided to probe.

This is a usefulness metric, not a scientific benchmark. We publish the caveat because interview outcomes depend on the role, interviewer, company stage, candidate background, and the exact resume submitted.

Back to homepage