Use AI Insights to Evaluate Candidate Performance

Use AI Insights to Evaluate Candidate Performance

AI Insights automatically generates performance summaries, strengths, and improvement areas for each candidate. Available across all test types and selected custom question types, AI Insights helps hiring teams make faster, better-informed decisions and gives candidates actionable feedback on their skills.

Before you begin

  • You need an active Testlify account with permission to edit assessment settings.
  • AI Insights must be enabled per assessment — it is not on by default.

What AI Insights include

AI Insights appear on the Candidate Display Page (CDP) and in Shareable Report Links. Each insight includes:

  • A short performance summary
  • Pros — candidate strengths
  • Cons — areas for improvement
  • A Regenerate button to refresh feedback after score updates
  • Like/Dislike feedback buttons so recruiters can rate insight quality

How to enable AI Insights

Phase 1: Employer view (CDP and Shareable Report)

  1. Navigate to Assessment SettingsConfiguration tab.
  2. Enable the "AI Insights" checkbox.

Phase 2: Candidate view (Email Reports)

  1. Go to Assessment SettingsReports.
  2. Check "Show candidate AI insights".

Once enabled, AI Insights are included when:

  • Sending an automatic results email to all candidates
  • Sending individual results manually

When AI Insights are generated

A "Generating AI Insights…" loader appears during processing. Insights are generated or refreshed:

  • On the first visit to the CDP or Shareable Report
  • When scores are updated
  • When Regenerate is clicked manually

Tip: If you manually adjust a candidate's score, click Regenerate to get updated insights that reflect the latest data.

What insights are based on

AI Insights analyze:

  • Test-level and skill-level scores
  • Custom questions and answers added by recruiters
  • Performance patterns across multiple areas

Insights are text-only — designed to be actionable and easy to interpret.

Features in the AI Insights panel

Feature Phase Description
Summary, Pros & Cons 1 High-level insights for each candidate
Like/Dislike Feedback 2 Recruiters rate the quality of generated insights
Regenerate 1 Refresh AI feedback after score changes
Typing Animation 1 Smooth loading animation while generating
Loudspeaker (Read Aloud) 2 Text-to-speech support for accessibility
Copy Button 2 Quickly copy insights content

Current status

  • Supported: All test types and selected custom questions
  • Not yet supported: Additional custom input types (expanding soon)
  • In Beta: Actively improved based on recruiter feedback

Need help? Contact support.

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