How Scoring Works

Understand how Interviser evaluates your interview performance — from AI analysis to communication metrics.

The 6 Scoring Categories

Every interview question is classified into one of six categories. Your AI coach analyzes each response within the context of its category, giving you targeted, specific feedback.

Evaluates your ability to present yourself clearly and concisely — your background, career trajectory, and why you're interested in this role. The AI scores your introduction on three key criteria: clarity, conciseness, and structure. A strong introduction is typically 2–3 well-structured sentences that set the tone for the entire interview.

Assesses how well you communicate your past work experiences, projects, and achievements. The AI checks for relevance to the role, specificity of examples, and measurable impact.

Measures your mastery of job-specific technical competencies. Responses are evaluated for depth of knowledge, clarity of explanation, and ability to reason through technical concepts relevant to the job description.

Evaluates soft skills and interpersonal abilities using the STAR format (Situation, Task, Action, Result). Behavioral questions reveal how you've handled real workplace situations in the past.

Assesses alignment with the company's stated values, working style, and culture. The AI uses the job description as context to determine whether your answers show genuine fit.

Evaluates analytical and critical thinking abilities. The AI looks for structured reasoning, creative approaches, and your ability to break down complex problems logically.

AI Evaluation Method

Each response is analyzed by our advanced AI engine. The AI takes into account the specific question, your response, the job description you provided, and the question's category. After each answer, the AI may ask follow-up questions to dig deeper into your response — the entire conversation (initial answer + follow-ups) is taken into account when evaluating your performance. Note that skipping a follow-up question may negatively impact your score.

Strengths

Positive aspects of your answer that align well with what the interviewer is looking for.

Areas of Improvement

Constructive suggestions to make your answer clearer, more relevant, or more compelling.

Areas of Concern

Critical issues or gaps in your response that may raise red flags for a real interviewer.

Model Answer Premium

A full example answer demonstrating what an excellent candidate would say. Uses the STAR format for behavioral questions.

The AI evaluates each response in the language you select for your session, and adapts feedback to match the job description you provided.

Communication Score

Beyond what you say, Interviser measures how you say it. Your communication score is calculated from two audio-based signals captured by our speech analysis technology during your recording.

Confidence (60%)

Derived from word-level confidence scores produced by our audio analysis — an indicator of speech clarity, articulation, and how confidently each word is spoken.

A higher confidence score means your speech was clear, distinct, and easy to transcribe accurately.

Fluency / WPM (40%)

Measures your speaking pace in words per minute (WPM). The optimal pace is 150 WPM — the natural conversational rate for professional settings.

Speaking too fast or too slow both reduce your score. A bell curve centered at 150 WPM rewards natural pacing.

Formula
Communication Score = (Confidence × 0.60) + (WPM Score × 0.40)
WPM Score = max(20, 100 − |WPM − 150| × 1.5)

The WPM score has a floor of 20 — even at extreme speaking rates, you won't score below 20 on this component.

Overall Score

Your overall score is a weighted average of all category scores plus the communication score.

Default formula (equal weights)
Overall = (Introduction + Experience + Technical + Behavioral + Culture Fit + Problem Solving + Communication) / 7
Each category has a default weight of 1.0 — all are treated equally.
Premium: Customizable Weights

With a Premium subscription, you can assign a custom weight to each category. For example, if you're applying for a highly technical role, you could give the Technical category a weight of 2.0, making it count twice as much in your overall score.

Score Color Code

All scores use the following color system to give you instant visual feedback at a glance:

80 – 100
Excellent

Strong performance. Your response demonstrates clear mastery and would impress most interviewers.

60 – 79
Good

Solid answer with room for improvement. Review the feedback to elevate your response.

0 – 59
Needs Work

Significant improvement needed. Focus on the areas of concern highlighted in your feedback.

Free vs. Premium

Interviser is free to get started. A Premium subscription unlocks features that significantly enhance your practice experience.

Feature Free Premium
Monthly Interviews
How many practice sessions you can run per month
 2 / month Unlimited
AI Scoring & Feedback
AI analysis per question with strengths, improvements, and concerns
Communication Score
Confidence and WPM analysis via our speech analysis technology
Personalized Coaching Tips
AI-generated coaching advice tailored to each of your answers
Training Programs
Daily flashcards, quizzes & situational exercises to build interview skills
Custom Category Weights
Set custom weights per category to match the job's priorities
Model Answers
See a full AI-written example answer for every question

Frequently Asked Questions

Our AI has a small amount of natural variability built in to avoid robotic, repetitive responses. Small score differences (±3–5 points) between identical responses are normal. Larger differences typically reflect genuine differences in phrasing or delivery.

STAR stands for Situation, Task, Action, Result. It's the industry-standard framework for answering behavioral interview questions. By structuring your answer this way, you provide a clear narrative that's easy for interviewers to follow and evaluate. The AI specifically rewards STAR-structured answers for behavioral questions.

The WPM (words per minute) component of your communication score uses this formula: WPM Score = max(20, 100 − |your WPM − 150| × 1.5). At exactly 150 WPM you score 100. At 100 WPM or 200 WPM you score 25. The minimum is always 20 regardless of pace.

Yes. The AI uses your job description as context to generate questions and to evaluate your answers. A more detailed job description helps the AI generate more relevant questions and provide more targeted feedback — especially for the Technical and Culture Fit categories.

Category weights are set before starting an interview session (Premium feature). They cannot be changed retroactively after an interview is completed, as the scores are calculated and stored at completion time.

Have more questions? Go back to your dashboard or start a practice session.