Conversational AI video interviews

AI video interviews can be used to screen candidates through structured video responses that are scored instantly by AI.

While skills tests measure specific abilities, AI video interviews give you deeper insight into a candidate’s communication, behavioral competencies, and role experience.

Each interview is scored against clear rubrics, and you can review, override, and add comments at any time. AI video interviews are available in one-way and conversational formats. Both are available on all plans. On the Free forever plan, you can build your own one-way and conversational AI video interviews. The TestGorilla AI video library, with science-backed scoring rubrics built by our test development team, is available on Core (one-way library) and Plus (full library, including conversational). When you add a conversational AI video interview to an assessment, you choose how it appears to candidates: an animation or a persona. Only the look changes. The questions, scoring, and scientific rigor stay the same. Adding an AI video interview costs 1-2 additional credits. 

Approx. reading time 6 minutes

In this article 

  1. AI video interviews: Introduction and cost
  2. Adding conversational AI video interviews
  3. Previewing the AI interview experience
  4. Candidate experience
  5. Evaluating candidate responses
  6. Common questions

AI video interviews: Introduction and cost

AI video interviews are structured screening interviews where candidates respond to a set of video questions. Their answers are scored instantly by a skills-trained AI against clear rubrics, giving you consistent, explainable, and comparable results.

These interviews can replace manual phone screens and basic video tools with a faster, fairer process that ensures every candidate is evaluated against the same criteria. You remain in full control throughout the process, with the ability to review results, override scores, and leave comments.

AI video interviews are available in two formats:

  • One-way AI video interview: candidates record responses to a fixed set of questions you set in advance. Available on all plans. Costs 1 credit per candidate. On the Free forever plan, write your own questions (up to 5 per interview). The TestGorilla one-way library is on Core and Plus plans. For details on creating and scoring one-way video questions, click here.

  • Conversational AI video interview: a real-time exchange with an AI interviewer that asks follow-up questions based on each answer. Available on all plans. Costs 2 credits per candidate. On the Free forever plan, you can build 1 conversational interview with up to 8 questions. The TestGorilla conversational library is on Plus only. Read the full guide here

When to use each format?

  • Use one-way AI video interviews when speed and scale matter most, such as for high-volume roles, such as for customer support, entry-level positions, or other similar roles.

  • Use conversational AI video interviews when you need more depth and nuance, such as for complex or high-impact roles, such as engineering, sales, or leadership roles,that | where behavioral insight matters most.


Adding conversational AI video interviews

Prefer to see it in action? Watch this short walkthrough to learn exactly how to add a conversational AI video interview to your assessment.

 

To begin adding a conversational AI video interview, you first need to create a new assessment or edit an existing one.

AI video interviews can be added when you reach Step 2: Assessment in the assessment creation process. On the Assessment page, select Conversational AI video interviews alongside any skills tests or custom questions you wish to include. You can add one AI video interview per assessment.

In Step 3: Configuration, you choose your interview from the library or build a custom one with your own questions and scoring criteria. Explore custom AI interviews. If you added a job description in Step 1, you will see suggestions that match it.

Before you save, you will be asked to choose a format for the interview:

  • Animation: candidates see an audio-only animation that responds as the AI speaks.
  • Persona: candidates see a humanoid persona, randomly assigned from a pool of personasTestGorilla maintains. You cannot pick a specific persona.

Pick the format that fits your brand and audience. Only the look changes. The questions, scoring, and scientific rigor stay the same. The format is locked once you save the interview, so review it before adding the assessment to a job.

Below is an overview of what you can do when configuring your interview:

  • View details: Click on an interview for a more detailed description of what the interview covers as well as see how long the candidate will have, how many questions they’ll be asked, and the difficulty level.

  • Add an interview: Click Add to include the interview in your assessment.

  • Remove an interview: If you change your mind, click on the trash can icon to remove it.

  • Browse library: If none of the suggestions fit, use the Browse library button to explore the full set of available interviews.

  • Filter by AI Fluency: Quickly identify which interviews assess candidates' AI fluency without having to browse through the whole list. Use this filter to show only AI-fluency-relevant interviews. Relevant interviews are tagged with an "AI Fluency" tag.

  • To completely remove conversational AI interviews from your assessment, click on the options in the top right corner and select Remove tool.


Get familiar with the AI interview experience

In the assessment flow, you can:

  • Read the Overview, Description, and Covered Skills sections to orient you to the content and purpose of the interview.

  • Watch a demo video to see what candidates experience during the interview. 

  • Review the questions the AI will ask, regardless of the format you choose.

Demo videos appear in two places:

  • Test preview: within the AI Interview preview tab.

  • AI interview details: displayed alongside the overview content.

This helps you see what candidates will see in either format before you include the interview in your assessment.


Candidate experience

Once your conversational AI video interview is added to the assessment, candidates complete it as part of their normal assessment flow. The experience is designed to be clear, fair, and structured, giving candidates the chance to show more than what’s on their resume.

  • Meet the AI: Candidates are greeted by the role-aware AI, receive simple instructions, and respond to structured questions. They will see the format you picked: an animation or a persona.

  • Answer structured questions: The AI asks each question, gives candidates time to answer, and checks whether they would like to add more before moving on.

  • Stay in control: At any point, candidates can pause, ask for clarification, or add details, just like in a real screening interview.

What candidates will see during the interview:

  • The AI animation or persona appears in the center of the screen.

  • The candidate's own video preview shows in the corner.

  • A timer at the top tracks overall time.

Supportive messaging helps candidates stay at ease, and at the end, the AI provides a closing note and asks them to click Finish to complete. Depending on the format, interviews typically take 10–20 minutes.


Evaluating candidate responses

Every AI video interview is scored using structured rubrics created by TestGorilla’s science team. Candidate responses are evaluated on a 0–5 scale for each criterion, with reasoning provided for transparency. Rubrics are pre-built by TestGorilla’s Science and IP specialists, and each rubric is grounded in validated behavioral and role-specific frameworks to ensure fairness and consistency.

  • See the criteria being evaluated and the 0–5 rating for each one.
  • Review the reasoning behind every score so you can agree with the result or edit it as needed.
  • Keep full control of hiring decisions by adjusting scores whenever necessary.

AI scoring focuses only on the content of candidate responses. Factors such as tone, accent, or appearance are not evaluated. For more details on how TestGorilla uses AI responsibly, see our AI FAQ.

How to use:

From the overview page, click on the candidate you would like to view responses for. Next, click directly on an AI interview to view a detailed breakdown of the scoring.

Candidate responses are scored out of 5 for each criterion. 

  • You can replay the interview, view the transcript, and search within the video.

  • For interviews recorded in the audio-only animation format, the AI side of the recording does not show up. The candidate's video and the full transcript are still there. An info banner appears above the video with a link to "View candidate experience" so you can see what the candidate saw during the interview.

  • If you do not agree with the AI's scoring, edit individual scores directly. The candidate's overall percentile and raw scores update to reflect your changes once you close the modal.

  • Scoring is based only on the transcript of what the candidate said. Tone, fluency, and appearance are not analyzed.

Scoring custom interviews: When candidates complete a custom interview, the AI scores their responses against your criteria, not generic competencies. You define what a "good" answer looks like for each question, and the AI evaluates accordingly. Scores remain transparent, explainable, and editable — you can override any score when your judgment differs.

Common questions

Can I add more than one conversational AI video interview to an assessment?

No. You can include one conversational AI video interview per assessment, alongside any skills tests or custom questions.

Can I override AI-generated scores?

Yes. You can edit any score and your changes will be saved. The raw and percentile scores will then update accordingly.

Does the AI score based on video or transcript?

Scoring is based only on the transcript of what the candidate says. Tone, accent, and appearance are not evaluated.

How can I create one-way video interviews?

One-way video interviews are created as video custom questions inside your assessment. These let candidates record responses to a fixed set of questions, which can then be auto-scored by AI against clear rubrics.

To set them up, simply add a video custom question while building your assessment. You can edit or generate rubrics, preview how AI will score responses, and even test sample answers. For full details, click here.

Can I create my own custom interview questions?

Yes. Click Create your own when adding a Conversational AI Video Interview on the Free forever plan. You can write your own questions, define scoring criteria for each one, and save the interview to your library for reuse.

Can I edit TestGorilla's pre-built interview tracks?

No. You can create new custom interviews, but you cannot modify TestGorilla's 100+ expert-authored tracks. The pre-built tracks are validated and maintained by our Science team.

Can I share custom interviews with my team?

Yes. Custom interviews save to your company library and are accessible to team members with appropriate permissions.

What if I disagree with AI scores on my custom interview?

You can always override AI scores. The AI evaluates against your criteria, but you make the final decision. Review the reasoning, adjust scores as needed, and leave comments for your audit trail.

Can I change the format of an interview after I save it?

Not in this version. Once you save the interview, the format you picked (animation or persona) is locked. To change it, remove the interview from the assessment and add it again with the format you want.

Can I pick a specific persona?

No. When you choose the persona format, TestGorilla assigns one from a small pool of personas at random. The persona pool is maintained by TestGorilla.

What's the difference between writing my own AI video questions and using the library?

Customer-written questions run on AI-generated scoring. Library questions and interviews come with scoring rubrics built and validated by our test development team. That science-backed scoring is what Core and Plus unlock. Core unlocks the one-way library. Plus unlocks the full library, including conversational.

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