An interview scorecard is a form that every interviewer fills in for every candidate: the same competencies, the same questions, the same rating scale, and a box for the evidence behind each score. Most free templates stop there. This one also defines what each score means, weights the competencies, marks the ones a candidate must pass, and turns the scores into a decision you set before the first interview.
Download the interview scorecard template (Excel). It opens in Excel and Google Sheets, and you do not need to give an email address. Versions in Bahasa Indonesia and Bahasa Melayu are also available.
What is in the template
The file has seven sheets:
- How to use: the steps below, in short form.
- Four ready-made scorecards for call center agents, retail store crew, sales, and warehouse staff. Each has four competencies with a question, a weight, and an anchor for every score.
- A blank scorecard for any other role.
- A calibration sheet, so two interviewers can check they score the same answer the same way.
Each scorecard calculates the weighted score and shows the decision: Advance, Review, or No. You fill in the yellow cells and leave the formulas alone.
The core template
Every scorecard in the file follows the same layout. Copy it into your ATS or a document if you prefer.
| Field | What goes in it |
|---|---|
| Candidate, role, interviewer, date, stage | Who was interviewed, for what, by whom, and when |
| Competency | Three to five skills or behaviors the job needs |
| Question | One question per competency, the same for every candidate |
| Weight | How much the competency counts. Weights add up to 100% |
| Must-pass minimum | The lowest acceptable score, only for competencies the job cannot do without |
| Score | 1 to 4, chosen by matching the evidence to the anchors |
| Evidence | What the candidate said or did, written before you pick the score |
| Weighted score and decision | Calculated from the rows above |
Three to five competencies is enough for a first-round interview. With more, interviewers stop writing evidence for each one, and the scores drift toward the middle.
Use a 1 to 4 scale with anchors
A score only means something if every interviewer reads it the same way. That is what anchors are for: a short description of what an answer at each level looks like. Most templates label the ends of the scale ("poor" to "excellent") and leave the middle to interpretation.
The template uses four levels. With no middle point, the interviewer has to decide whether an answer meets the bar or falls short of it, and that is the decision you need when you are screening hundreds of candidates for one role.
| Score | General anchor |
|---|---|
| 1 Clear no | No relevant example, or the example shows the opposite |
| 2 Below the bar | A vague example, or the candidate needed heavy prompting |
| 3 Meets the bar | A specific example with the candidate's own actions and a result |
| 4 Strong | All of the above, plus a harder situation handled or a lesson applied |
Each competency then gets its own anchors. Here is the full call center agent scorecard from the file:
| Competency (weight) | 1 Clear no | 2 Below the bar | 3 Meets the bar | 4 Strong |
|---|---|---|---|---|
| Spoken clarity (30%, must-pass 3) | A customer could not follow most of the answer | Understandable, but restarts or long pauses would slow a call | Clear, complete steps a customer could follow without asking to repeat | Clear steps, and rephrases simply when the follow-up shows the customer is lost |
| Listening and problem solving (25%) | Answers a different question, or has no example | Understood the issue but jumped to a fix without checking | Restated the issue, asked a clarifying question, gave a fix that worked | Also found the cause, so the problem did not come back |
| Handling an upset customer (25%) | Argued, blamed the customer, or handed off without trying | Polite but scripted; did not address the complaint | Acknowledged the complaint, stayed calm, offered a concrete next step | Calmed the customer, set a realistic expectation, knew when to escalate |
| Reliability (20%) | No example of keeping a commitment | General claims only ("I am always on time") | A specific example of showing up or finishing on time despite a real obstacle | Also covered for others or fixed the cause of a recurring problem |
The questions behind these rows are in the file. For spoken clarity, the candidate explains how to reset an account password as if a customer were on the line. Accent is not scored; the anchor asks whether a customer could follow the steps.
Turn scores into a decision
Most scorecards leave this part open. If you decide how scores become a decision only after you have seen the candidates, the decision tends to follow whoever argued hardest in the debrief. Set three rules before the first interview.
- Weighted score. Multiply each score by its weight and add the results. With weights of 30%, 25%, 25%, and 20%, scores of 3, 4, 2, and 3 give 0.9 + 1.0 + 0.5 + 0.6 = 3.0.
- Must-pass minimums. For the one or two competencies the job cannot do without, set a minimum score. A candidate below it is a no, whatever the weighted score.
- Two lines. Candidates at or above the advance line move on. Candidates between the review line and the advance line go to a recruiter, who reads the evidence and decides. Below the review line is a no. The template starts with 3.0 to advance and 2.5 to review.
Here is how four candidates for the call center role come out:
| Candidate | Clarity (30%) | Listening (25%) | Upset customer (25%) | Reliability (20%) | Weighted score | Decision |
|---|---|---|---|---|---|---|
| A | 3 | 4 | 2 | 3 | 3.00 | Advance |
| B | 2 | 4 | 4 | 4 | 3.40 | No: clarity is below the must-pass 3 |
| C | 3 | 3 | 2 | 2 | 2.55 | Review |
| D | 3 | 3 | 2 | 1 | 2.35 | No |
Candidate B has the highest weighted score and still does not move on. A plain average would have put B first, and the account would have gained an agent whose customers struggle to follow them on the phone. This is why must-pass minimums sit outside the weighted score.
When two candidates tie and you have one seat left, compare their evidence on the competency with the highest weight. Do not break ties with an unscored impression such as "culture fit"; if it matters, make it a competency with anchors.
How to set the lines
You will not know the right lines on day one. For the first 30 or so candidates, send everyone to review. Then look at who the hiring manager picked. If most of them scored 3.0 or more, the advance line works. If the manager kept picking candidates at 2.7, either lower the line or check whether the anchors describe what the manager is actually looking for.
Templates for four high-volume roles
Each role sheet in the file has full anchors for every level. Here are the competencies, weights, and questions.
Retail store crew or cashier
| Competency | Weight | Must-pass | Question |
|---|---|---|---|
| Customer service | 30% | A customer cannot find a product and the shelf is empty. What do you do? | |
| Accuracy with cash and stock | 30% | 3 | Tell me about a time your cash count or stock count did not match. What did you do? |
| Working at peak hours | 20% | Describe your busiest shift. How did you decide what to do first? | |
| Reliability | 20% | Tell me about a time you had to keep a commitment at work when it was hard to. |
Sales (field sales or telesales)
| Competency | Weight | Must-pass | Question |
|---|---|---|---|
| Discovery | 30% | Pick something you have sold. What did you ask a new customer before you pitched it? | |
| Handling objections | 30% | 3 | A customer says "it's too expensive". What do you say next? |
| Resilience after rejection | 20% | Tell me about a week when you heard "no" many times. What did you change? | |
| Owning a target | 20% | Walk me through the last target you missed. What happened next? |
Warehouse or logistics staff
| Competency | Weight | Must-pass | Question |
|---|---|---|---|
| Following safety procedures | 30% | 3 | Tell me about a time you saw something unsafe at work. What did you do? |
| Accuracy in picking and counting | 30% | How do you make sure the order you packed is the right one? | |
| Teamwork | 20% | Tell me about a time your team was behind. What did you do? | |
| Reliability | 20% | Tell me about a time you had to keep a commitment at work when it was hard to. |
Change the weights and questions to fit your roles. Keep the rule that every question asks for something the candidate actually did, so the answer gives you evidence to score.
Scoring phone and voice screens
A first-round phone or voice screen is usually 10 to 15 minutes, so keep it to three or four competencies. For roles where speaking is the job, such as call center and telesales, score spoken ability on whether a customer could follow and act on what the candidate said. Do not score accent. If you hire for English accounts, the CEFR guide for call center agents explains which level fits which account and includes a speaking rubric you can merge into this scorecard.
Write the evidence while the answer is fresh, or score from the recording. After a day of back-to-back calls, scores written from memory say more about the interviewer's energy than about the candidate.
Keep scores consistent across hundreds of interviews
Anchors help, but interviewers still read them differently, so check consistency at two points.
Before going live, two interviewers score the same three recorded answers on their own, using the calibration sheet. Where their scores differ by 2 points or more, they talk through why and rewrite the anchor until they would agree.
While hiring, re-score five random scorecards every week, or every 50 candidates, without looking at the first score. Large gaps mean an anchor has stopped working. Also compare scores given early and late in long interview days; if they differ, shorten the interview blocks.
When you rewrite an anchor in the middle of a batch, re-score the candidates who were scored under the old wording. Otherwise early and late applicants were judged against different bars.
The same scorecard for human and AI interviews
An AI interviewer can run the first round with the competencies, questions, and anchors you have already written. The setup steps are in how to build a first-round process with an AI interviewer. Two things change. The interview is no longer limited by recruiter hours, so every applicant can be interviewed on the day they apply. And the evidence column is filled with quotes from the transcript.
The decision rules stay the same. Recruiters should read the quotes behind a score before they rely on it, especially in the first weeks, and spot-check the candidates who scored just below the review line.
What to write in the evidence column
Write what the candidate said or did in answer to the question: "Asked the customer which step failed, then walked them through it again" is evidence. "Seems confident" is an impression, and it cannot be checked later.
Leave out anything about age, religion, ethnicity, marital status, pregnancy, or appearance. These have no place in a score, and writing them down creates a record that can be used to challenge the decision.
Scorecards hold personal data. Indonesia's PDP Law requires deletion when the data is no longer needed for its purpose, and Malaysia's PDPA has a similar retention principle. Set a retention period for scorecards of unsuccessful candidates and put it in your privacy notice. The details are in the guide to Indonesia's PDP Law and AI screening.
Common mistakes
- Too many competencies. Eight competencies in a 15-minute screen means none of them gets real evidence.
- Picking the score first. Write the evidence, then find the anchor that matches it.
- Averaging away a must-pass. Keep the minimum outside the weighted score.
- Scoring "culture fit" without anchors. It turns into "people like us". Name the behavior you need instead.
- Changing anchors mid-batch without re-scoring.
Where Inhire fits
Inhire (getinhire.com) is an AI screening and AI interview platform for high-volume hiring. The AI interviewer runs first-round voice interviews in English, Bahasa Melayu, and Bahasa Indonesia, asks follow-up questions, and scores each answer against the rubric you set. Every candidate gets a scorecard with the full transcript and audio next to each answer. You choose whether candidates above a score move on automatically or a recruiter reviews everyone first, and your team makes the hiring decision.
To see how the scorecards feed a shortlist when you screen at volume, read the bulk resume screening guide. You can start free on one open role.
