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Comparison

In-product survey vs AI interview

When to ask in the moment and when to ask why

Comparison of in-product surveys and AI interviews: surveys reach active users in the moment, AI interviews reach anyone and ask follow-up questions.
Use surveys to spot the problem, and interviews to understand it.

A side by side of the two main ways product teams hear from users. In-product surveys, from tools like Sprig, catch active users at the moment of use with short questions and high response rates, but cannot reach people who left. AI interviews reach anyone you can send a link to and follow up on each answer, trading volume for depth. Many teams use a survey to find where something is wrong and interviews to learn why; Koji runs the interview side.

Where this appears

What's in this comparison

In-product survey

  • Reaches people while they use your product
  • Short questions triggered by an event or page
  • High response rates from active users
  • Pairs answers with replays and heatmaps
  • Cannot reach churned users or prospects

AI interview

  • Reaches anyone with a link, a list or a panel
  • A conversation that asks follow-up questions
  • Fewer responses, far more depth per person
  • Reaches churned users, prospects and non-users
  • A report with themes tied to quotes

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<a href="https://www.koji.so/visuals/in-product-survey-vs-ai-interview-comparison"><img src="https://www.koji.so/visuals/in-product-survey-vs-ai-interview-comparison/in-product-survey-vs-ai-interview-comparison.png" alt="Comparison of in-product surveys and AI interviews: surveys reach active users in the moment, AI interviews reach anyone and ask follow-up questions." width="1200" height="630" /></a>
<p>Source: <a href="https://www.koji.so/visuals/in-product-survey-vs-ai-interview-comparison">In-product survey vs AI interview</a>, Koji</p>