Candidate Experience Survey: Questions, Timing, and Scoring

A candidate experience survey is a short feedback form that job applicants complete during or after hiring. It shows employers the process the way candidates see it. Most teams track time to hire and cost per hire. Few track how candidates feel along the way.

That gap is expensive. In a survey of 2,500 workers in the US, UK, and Germany, 61% of job seekers said an employer had ghosted them after an interview. Candidates remember that silence, and they talk about it.

In this blog, we’ll cover what to ask, when to send the survey, how to score the results, and which mistakes to avoid.

What is a candidate experience survey?

A candidate experience survey is a structured questionnaire that applicants, interviewees, and sometimes new hires use to rate and comment on each step of the hiring process. Recruiting and HR teams use the answers to find where candidates get confused, lose interest, or drop out.

A good survey measures six things:

• Application ease: How simple it was to apply and how long it took.
• Communication: How often and how clearly the team shared updates.
• Interview quality: How prepared, respectful, and relevant interviewers were.
• Fairness: Whether candidates felt judged on the job, not on bias.
• Speed: Whether the timeline matched what candidates were told.
• Advocacy: Whether candidates would recommend applying to others.

How is it different from similar surveys?

Several surveys sound alike but measure different moments. Candidate experience is the overall impression a person forms while applying. The survey is the tool that measures it. Our guide to candidate experience covers the concept itself.

The table below separates the surveys people most often confuse.

Why do candidate experience surveys matter?

Candidate surveys matter because candidates act on their experience, and the cost shows up in hiring results, trust, and customer relationships. Three recent data points show the scale of the problem.

• Silence after interviews: 61% of job seekers reported being ghosted after an interview.
• Low trust in AI screening: Only 26% of candidates trust AI to evaluate them fairly. A further 25% said they trust employers less when they use AI in evaluation.
• Lost customers: Candidate resentment is the share of candidates who stop engaging with a brand as consumers after a poor process. A research program put the global average at 14%.

Survey feedback also protects your employer branding. You hear the complaint in a private form before it appears on a public review site.

When should you send a candidate experience survey?

Send the survey within a day or two of each major hiring step, while the memory is fresh. PeopleScout recommends surveying candidates after the application, after assessments, after interviews, and after rejection, regardless of outcome.

The table gives a practical schedule.

Hired candidates belong in a different follow-up. Pair this survey with an onboarding survey so you can compare what candidates expected with what they found.

What are the best candidate experience survey questions?

The best questions target one stage, use a fixed scale, and leave room for one comment. Most use a 1 to 5 agreement scale, with a 0 to 10 scale for the recommendation question. The same craft applies to any HR survey: ask about things you can change.

Application and communication questions

Early stages need quick, scalable questions. Use these as a starting set.

Interview questions

Interviews shape how candidates judge your culture. Ask about the conduct and relevance of each round:

• My interviewers were prepared and professional.
• The interview questions related to the job.
• I had a chance to ask my own questions.
• I learned enough about the team and culture to decide.

Fairness, offer, and rejection questions

These questions carry the most emotion, so keep the wording plain. Ask “I felt treated with respect at every stage” and “The process felt fair and free of bias.” Add “The company was clear about how it uses AI in hiring,” since AI screening is a rising concern. For rejected candidates, ask “I received useful feedback after my interview.”

Overall and open-ended questions

End with one score and two comments:

• How likely are you to recommend applying here to a friend? (0 to 10)
• Would you apply to this company again?
• What was the best part of the process?
• What one change would improve it?

How do you score a candidate experience survey?

Score it with candidate NPS, which is the percentage of promoters minus the percentage of detractors on the recommendation question. NPS stands for Net Promoter Score. Our guide on how to calculate NPS explains the method in full.

Here is the calculation:

1. Ask: “How likely are you to recommend applying to us?” on a 0 to 10 scale.
2. Label 9 to 10 as promoters, 7 to 8 as passives, and 0 to 6 as detractors.
3. Subtract the detractor percentage from the promoter percentage.

For example, 200 responses with 110 promoters, 60 passives, and 30 detractors give 55% minus 15%, or a candidate NPS of 40.

What should you track besides candidate NPS?

NPS gives one headline number. Add these measures to explain it:

• Stage satisfaction: A 1 to 5 average for each hiring step.
• Response rate: Completed surveys divided by surveys sent.
• Drop-off rate: The share of candidates who quit at each stage.
• Time to respond: Days between a candidate’s action and your reply.
• Offer acceptance rate: Accepted offers divided by offers made.

How do you compare results fairly?

Rejected candidates score lower than hired ones, so never average them together. Split results into groups:

• Stage: Application, interview, offer.
• Outcome: Hired, rejected, withdrawn, declined.
• Role family: Hourly, professional, executive.
• Recruiter or hiring manager.

Then set your own baseline over one quarter and measure against that, not against another company.

Example: What a candidate survey can reveal

Picture a US retail company with a two-week application window. Its post-application survey shows high scores for the job description but low scores for “I knew the next step.” Comments repeat one phrase: “never heard back.”

• Finding: The silence sits between application and phone screen.
• Action: The team adds an automatic status email after 72 hours and a recruiter note after the screen.
• What to watch: Stage satisfaction for communication, drop-off before the screen, and candidate NPS for rejected applicants. This scenario is illustrative, but the pattern is common. A single repeated comment often points to one fixable step.

Step-by-step guide to launching a candidate experience survey

Launch small, then expand. A survey on two stages that runs every week beats a ten-stage survey that nobody maintains.

1. Choose one or two stages to start with.
2. Write four to six questions per stage, with one open-ended comment box.
3. Set a distribution method, such as an automatic email from your applicant tracking system (ATS), the software that manages applications.
4. Send within the timing window and make the survey mobile-friendly.
5. Review results monthly with recruiters and hiring managers.
6. Tell candidates, hiring teams, and leadership what changed.

How do you decide which stage to survey first?

Use your biggest known problem to choose.

• If many candidates quit mid-application, survey the application stage first.
• If offers are declined often, start with the offer decline survey.
• If hiring managers complain about quality, survey after interviews to test the interview experience.
• If you have no data at all, start after rejection, since that group is the largest and most candid.

The right choice also depends on your wider employee recruitment strategy. Survey the stages where that strategy asks the most of candidates.

What are the best practices for candidate experience surveys?

Good candidate surveys are short, specific, and tied to action. Each practice below has a reason behind it.

What are the most common candidate survey mistakes?

The most common mistake is collecting feedback and doing nothing with it. Others quietly damage response rates and data quality.

• Surveying too late: Memory fades within days, so late surveys draw vague answers.
• Surveying only hired candidates: This creates survivorship bias, which means you only hear from people who succeeded.
• Asking about things you cannot change: Candidates notice when questions have no purpose.
• Making the survey long: Every extra question cuts completion.
• Linking answers to hiring decisions: Candidates fear a bad review will cost them the job.
• Skipping feedback to candidates: A survey that asks without giving anything back feels one-sided.

How can QuestionPro Employee Experience support candidate surveys?

A ready-made starting point shortens setup. The recruitment satisfaction survey template gives you process questions you can edit, trim, and reorder for each hiring stage.

From there, QuestionPro Employee Experience lets teams:

• Add an NPS question to each stage survey.
• Send surveys by email or link, so candidates can answer on a phone.
• Filter results by stage, role, or recruiter in the reports.

That last step matters most. Without a stage filter, a good interview score can hide a weak application process.

Candidate feedback is part of the offer

Every candidate leaves your process with an opinion of how your company treats people. The survey is how you find out what that opinion is, while you can still change it.

Start small and keep the loop closed:

• Pick one stage and write a handful of questions.
• Read the comments and fix the loudest problem.
• Tell candidates what you changed.

Teams that do this stop guessing why strong candidates disappear. They see it in the data, and they act before the next role opens.

Frequently Asked Questions (FAQs)