Give me an example of when you were able to anticipate a customer need with a solution/product they didn't know they needed/wanted yet.
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What is this question about
This question tests whether you can spot unmet needs before they are explicitly requested and turn fuzzy signals into a useful solution. Interviewers are usually assessing product sense, comfort with ambiguity, and whether you actually validated that the need was real rather than building something clever in search of a problem. At higher levels, they also want to see whether you influenced priorities and created value beyond your own immediate task list.
Key Insights
- You should not frame this as "the customer asked for X and I built X faster." The heart of the question is whether you recognized a deeper need before it was fully articulated.
- You need to show how you inferred the need from incomplete signals and how you reduced the risk of being wrong. A veteran interviewer will listen for evidence, validation, and iterationânot just intuition.
- Don't stop at shipping. Explain whether the solution actually changed customer behavior, reduced pain, or opened new value; otherwise it can sound like an unproven idea.
What interviewers probe atlevel
Top Priority
At junior level, interviewers want to see curiosity and pattern recognition: you noticed a gap users were experiencing even if nobody handed you a fully formed feature request.
Good examples
đ˘"While working on onboarding bugs, I noticed several new users were creating accounts but never completing setup. In a few recordings and support notes, they kept hesitating at the same step, so I proposed adding a sample configuration to help them get to a first success faster."
đ˘"No customer had asked for a bulk action tool directly, but I saw people repeating the same edit dozens of times in usage logs and in feedback calls. I connected those signals and suggested a simple batch action that removed the repetitive work."
Bad examples
đ´"Support had a ticket asking for export to CSV, so I added an export button. They hadn't specifically asked for it on that page, so I counted that as anticipating the need."
đ´"I suggested dark mode because lots of apps have it and users usually like it. We built it, so I think that showed product intuition."
Weak answers rename a nearby request or a generic idea as anticipation; strong answers show the candidate detected an unspoken problem from patterns in behavior or feedback.
Valuable
Example answers atlevel
Great answers
In my first year, I was working on our user onboarding flow and noticed that a lot of trial users were creating accounts but stopping before finishing setup. Nobody had explicitly asked for a new feature there, but when I looked through a few support notes and some session recordings with my mentor, I saw that people were getting stuck because they didn't know what a good first configuration looked like. I suggested adding a pre-filled sample setup so users could get to a working state faster instead of starting from a blank screen. I built the first version with another engineer and we released it to new trials only. After that, completion of the setup flow improved, and support questions about that step went down, which gave me confidence we had solved a need users felt but hadn't clearly asked for.
In my second role I was a junior engineer at a small edâtech nonprofit and, because I used to be a teacher, I paid attention when support showed me how teachers were exporting student progress PDFs and then emailing each family one at a time. They hadn't asked for a product change, but watching them do that repetitive work made me realize we could save significant time with a small automation. I sketched a simple âSend report to classâ option, implemented the front end and a lightweight backend job with a mentor's review, and ran a short pilot with two teachers to validate assumptions. After launch the new option was used for about 30% of weekly reports within a month, teachers reported much less prep time, and support tickets about sending reports dropped noticeablyâconfirming we had anticipated a real, practical need.
Poor answers
At my last job, customers didn't specifically ask for it, but I thought the product would feel more modern with a dashboard on the home page. I built most of that work because I figured users always want more visibility. People on the team liked the look of it, and it made the app seem more complete. To me that was a good example of anticipating what customers wanted before they requested it.
Question Timeline
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Early September, 2024
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