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Understand AI Interview Results

Understand AI interview results, optimize your AI Recruiter configuration for better outcomes, and troubleshoot common issues.

Updated this week

Understand AI Interview Reports

Access Interview Results

In Fountain Hire:

  1. Navigate to the candidate's Applicant Profile

  2. Expand the AI Interview stage section

  3. Click View Interview Report to see the full report

  4. Click Partner Details to see the numerical score

In Hire Go:

  1. Open the candidate profile

  2. Scroll to the AI Interviewer section

  3. Click to view the score and report link

Interview Score Breakdown

AI Recruiter scores candidates on a scale of 1-5 based on how well their responses align with job qualifications.

Score

Response Evaluation

Hiring Implication (Human Decision)

5 - Excellent

Demonstrates deep understanding, relevant experience, and strong alignment with required skills and behavior attributes.

Strong recommendation for advancement.

4 - Good

Provides well-structured responses with clear competency indicators, meeting job requirements.

Move forward with confidence.

3 - Moderate

The response is relevant but may lack depth in experience, skills, or example.

Consider for further review or additional screening.

2 - Partial

Shows potential but lacks key skills, experience, or clarity in response.

Might need up-skilling or additional experience.

1 - Low

Responses are off-topic, incorrect, or fail to demonstrate relevant qualifications

Do not proceed with the hiring process.

Q: Why am I not getting 5s?

Anna scores strictly to maintain high standards, but 5s should still appear occasionally for strong candidates. If you're not seeing any 5s:

  • Review your job qualifications for clarity and specificity

  • Adjust the wording of qualifications or questions

  • Ensure questions allow candidates to demonstrate their strengths

Full Interview Report

In addition to the score that is first presented in the Applicant Profile, each AI Interview comes with a full report. The full report includes:

Assessment Summary:

  • Overall score

  • Promoter reasons (what the candidate did well)

  • Detractor reasons (areas where the candidate fell short)

Qualification Assessment Table:

Shows how the candidate performed on each job qualification with:

  • Rating (Yes/No/Unknown)

  • Comments explaining Anna's evaluation

Original Recording:

  • Audio playback of the full interview

  • Helps recruiters verify AI assessment and get additional context

Full Transcript:

  • Complete text transcript of the interview

  • Can be translated to English or German regardless of interview language

Optimize Your AI Interviewer

Adjust Job Descriptions for Better Results

The job description guides Anna's interview behavior. To get better results, add context about what you want to hear in the job description, not in the question itself.

Example:

  • ❌ Question: "Tell me about your experience with emotional therapy techniques like CBT and DBT"

  • ✅ Question: "Tell me about your experience with emotional therapy techniques"

  • ✅ Job Description: "Must have experience with CBT (Cognitive Behavioral Therapy) and DBT (Dialectical Behavior Therapy)"

This allows Anna to evaluate responses against specific criteria without giving away the expected answer.

Fine-tune Qualifications

Use precise language to get the desired result. For example:

  • "Must have 3 years of experience" = Candidates without 3 years will score lower

  • "Preferred: 3 years of experience" = Candidates without 3 years won't be heavily penalized

Mark critical qualifications:

Click the star icon next to qualifications that are absolutely essential for the role. Anna will weight these more heavily in scoring.

Align description and qualifications:

Ensure your job description and qualifications are aligned. If you mention something as important in the job description but remove it from qualifications, candidates may still be scored on it.

Control Follow-up Questions

Default behavior:

Anna asks follow-up questions when candidates give short or unclear answers (mimics human interviewer behavior).

To disable follow-ups:

Add this to your AI interviewer instructions:

"IMPORTANT: ONLY ASK THE SPECIFIED QUESTIONS AND DO NOT ASK ANY CLARIFYING OR FOLLOW-UP QUESTIONS"

Trade-offs:

  • With follow-ups (default): Longer interviews, more detailed information, better assessment

  • Without follow-ups: Shorter interviews, less comprehensive information, faster completion

Manage Candidate Reapplication

Reapply Policy

AI Recruiter tracks candidates by phone number. When a candidate with the same phone number applies again:

If still in AI Interview stage:

  • Candidate sees a "Continue your interview" button

  • They pick up where they left off

If moved past AI Interview stage:

  • Candidate won't see the continue button

  • Previous interview notes are appended to their profile

Configure Reapply Settings

Navigate to AI Recruiter Organization Settings to configure the reapply policy.

Reapply period options:

  • Never (single application only)

  • After 7 days

  • After 15 days

  • After 30 days (default)

  • After 60 days

  • After 90 days

This setting controls how soon candidates can take another AI interview after completing one.

Example: If set to "After 30 days" and a candidate completed an interview yesterday, they cannot interview again for another 30 days.

Troubleshoot Common Issues

Candidate Can't Complete Interview Due to Technical Issues

Problem: Candidate experienced call drop or technical difficulty and received a low score on incomplete interview.

Solution:

  1. Navigate to the AI Interview stage in the workflow

  2. Click Manage Integration

  3. Find and delete the candidate's incomplete interview

  4. Manually move the candidate to the stage before AI Interview

  5. Move them forward to the AI Interview stage again

  6. Candidate can now attempt to retake the interview

Prevention:

Always use Partner Status = Completed in your move rules to prevent automatic moves on incomplete interviews.

Candidate Says Anna Skipped Questions

Problem: Candidate claims Anna didn't ask all the questions or accepted non-answers.

Anna's behavior:

If a candidate says "I've answered this question" or gives a non-responsive answer, Anna will:

  • Try to rephrase the question and ask again

  • If candidate still doesn't answer, move on (the score will reflect the missing answer)

This mimics human interviewer behavior—a human interviewer wouldn't force a candidate to answer, but would note the lack of response.

Anna won't:

  • Aggressively demand answers

  • Repeatedly ask the exact same question

  • Skip questions entirely without attempting to get an answer

Low Interview Completion Rates

Possible causes and solutions:

  • Language barriers:

    • Consider offering multi-language interviews (e.g., English + Spanish)

    • Check if your target market speaks a language AI Recruiter supports

  • Interview too long:

    • Aim for 7-8 questions maximum (~5 minutes)

    • Remove yes/no questions that should be in earlier stages

  • Candidate discomfort with AI:

    • Offer alternative interview options (video interview with human recruiter)

    • Add clear stage portal instructions explaining what to expect

  • Technical issues:

    • Ensure candidates know they can call back if disconnected

    • Add reassurance in stage portal instructions

Address Language Barriers

AI Recruiter supports multiple interview languages. For the complete list of supported languages, contact Fountain support.

Translation capability:

Interviews conducted in languages other than English are automatically translated to English for recruiters (if recruiter user settings are in English).

For roles requiring English proficiency:

Use multi-language option (e.g., English + Spanish) to:

  1. Validate English requirement with initial questions in English

  2. Allow candidates to answer detailed questions in their preferred language

  3. Eliminate language bias while meeting job requirements

Prevent and Detect Cheating

Current Capabilities

Un-natural pause detection:

  • Flags candidates with "Possible cheating risks"

  • Triggered by 3+ pauses of 5+ seconds

  • Opt-in feature (must be enabled by Fountain support)

Fullscreen mode:

  • Prevents candidates from accessing other windows during interview

  • Desktop only (not available on mobile)

Video recording:

  • Records candidate during interview

  • Requires desktop + webcam

  • Candidates are prompted for permission before starting

AI Assistant Detection

Current limitation:

There is no technical way to detect or prevent candidates from using AI voice assistants (Siri, ChatGPT Voice) during phone interviews.

Recommended approach - Deterrence:

Add this language to your AI Interviewer Instructions:

"The use of AI voice assistants like Siri and ChatGPT will result in automatic elimination from consideration for this role."

While not a technical prevention, clear communication of consequences can deter candidates from using these tools.

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