For Recruiters

How TalentProof Screens Your Candidates

Start interviews with stronger evidence. Our AI-powered platform verifies skills and identity early, so teams can focus time on the most promising candidates.

Screen Candidates in 3 Steps

1

Post Your Job

Create a job posting with your requirements. Our AI instantly generates a custom assessment tailored to the role's specific skills—then a second AI (LLM‑as‑Judge) validates every question for accuracy.

2

Send to Candidates

Share your assessment link with applicants. They complete a proctored test with live photo capture, giving your team stronger context on assessment authenticity.

3

Review Scorecards

Get ranked candidates with verified skill scores, Session Confidence metrics, and AI-generated insights. Interview only the top performers.

Pay only for completed assessments • Zero cost for no-shows

Integrity Signals We Surface

AI and proctoring provide additional context so teams can review results with confidence.

Signals We Monitor

  • Experience alignment: Responses are checked against claimed areas of expertise
  • Pasted content patterns: AI flags answer input patterns for recruiter review
  • Identity consistency: Proctored sessions include photo checks for continuity
  • Session continuity: Proctoring indicators help confirm the same participant completes the assessment

What You'll See

  • Verified skill scores: Know exactly how candidates performed
  • Session Confidence metrics: See paste/copy flags and trust indicators
  • Photo verification: Match the face to the interview later
  • AI insights: Strengths, weaknesses, and fit analysis

Assessment Types You Can Send

Choose the format that best fits your screening needs.

Standard Q&A

Open-ended questions evaluated by AI with optional proctoring.

  • • AI-generated from job requirements
  • • Deep skill evaluation
  • • Skill Score 0-1000
  • • Archetype classification
Best for: Senior roles, in-depth vetting

Rapid-Fire MCQ

Timed multiple-choice questions with anti-gaming measures.

  • • Negative marking (−0.25 per wrong)
  • • Hard question gate (40% minimum)
  • • Fast answer detection (<2s flagged)
  • • Ungameable by design
Best for: High-volume screening

Hands-On Coding

Practical coding challenges to prove real-world skills.

  • • Live coding environment
  • • Auto-evaluated output
  • • Code quality analysis
  • • Completion tracking
Best for: Engineering roles

Psychometric

Personality traits, cognitive ability & cultural fit assessment.

  • • 12 trait dimensions measured
  • • Forced-choice & situational items
  • • Cognitive puzzle challenges
  • • Trait-fit score vs ideal profile
Best for: Culture fit, leadership roles

Understanding Candidate Scorecards

What each metric tells you about a candidate.

The Skill Score (0-1000)

The Skill Score measures a candidate's actual expertise based on their assessment performance. A higher score indicates stronger command of the required skills—and confidence they can do the job.

How It's Calculated:

  • Correctness & Relevance: AI evaluates accuracy, relevance, and depth of answers.
  • Question Difficulty: Harder questions are weighted more heavily.
  • Completeness: Skipped or incomplete answers negatively impact the score.
  • No Attempt Detection: Off-topic or low-effort responses receive low scores to keep evaluations reliable.

What to Look For:

Excellent

800-1000

Good

600-799

Average

400-599

Below Avg

200-399

Poor

0-199

Session Confidence (0-100%)

The Session Confidence score provides context on how the assessment was completed. Higher scores indicate cleaner assessment conditions and fewer integrity concerns.

What Can Reduce the Score:

  • Pasting Content: Detected when answers are pasted from AI tools, search results, or other sources.
  • Copying Questions: Flagged when candidates copy question text to search for answers.
  • Permissions Denied: For proctored assessments, denying camera significantly lowers the score.

Hints Don't Penalize

Candidates can use AI hints during the assessment—this is logged for context but doesn't reduce their Session Confidence. We test problem-solving, not memorization.

Professional Archetypes

Based on resume and assessment performance, our AI classifies candidates into one of four archetypes. This helps you quickly understand their primary strengths and fit for your role.

Strategic Thinking (Y-Axis)

Measures ability to see the big picture, innovate, plan, and lead. High scorers excel at product vision and long-term planning.

Technical Execution (X-Axis)

Measures ability to build, implement, and deliver. High scorers are hands-on and detail-oriented.

The Four Archetypes:

Leader
High Strategy + Execution

Can set vision AND build the solution. Ideal for senior/lead roles.

Visionary
High Strategy, Lower Execution

Big-picture thinker. Best for product/strategy roles.

Implementer
Lower Strategy, High Execution

Master builder. Best for hands-on IC roles.

Challenger
Developing in Both

High potential, still growing. Good for junior/entry roles.

The Job Match Score (0-100)

The Job Match Score shows how well a candidate's resume aligns with your job description—before they even take the assessment. Use it to prioritize who to screen first.

How It's Calculated:

  • Skill Alignment: Compares resume skills against your job requirements.
  • Experience Relevance: Analyzes job titles, tenure, and company history for fit.
  • Keyword Analysis: Identifies matching and missing terms between resume and JD.

Ready to Skip 8+ Hours of Screening?

Join recruiters who save 8+ hours per hire by screening candidates with AI-verified assessments.

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