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)
- Navigate to Assessment Settings → Configuration tab.
- Enable the "AI Insights" checkbox.

Phase 2: Candidate view (Email Reports)
- Go to Assessment Settings → Reports.
- 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.