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Onboarding Users to AI Features Interview Questions

How to introduce someone to an AI feature for the first time, how much friction is right, and how to re-onboard existing users when the AI's behaviour changes.

  • 22 questions with model answers
  • 1 foundational · 10 intermediate · 11 advanced

Foundational Onboarding Users to AI Features Questions

  1. What is the risk of an onboarding that oversells capability?Concept

Intermediate Onboarding Users to AI Features Questions

  1. Design the first-run experience for a user who has never used an AI feature.Case
  2. How do you teach users what the AI can and cannot do without a manual?Case
  3. Explain the role of example prompts in onboarding and their downside.Concept
  4. How would you set expectations about errors during onboarding?Case
  5. Describe progressive disclosure for a complex AI feature.Concept
  6. Critique an onboarding that starts with a blank chat box.Artifact critique
  7. What does a good first success look like, and how do you engineer it?Case
  8. Describe the onboarding metric you would optimize.Concept
  9. Explain the role of templates and presets in reducing the blank-page problem.Concept
  10. How does onboarding differ for a feature embedded in an existing workflow?Concept

Advanced Onboarding Users to AI Features Questions

  1. How do you onboard a user into an agent product where the AI acts on their behalf?Case
  2. Explain how onboarding differs for users who are skeptical versus enthusiastic.Concept
  3. How would you teach prompt technique without calling it prompt engineering?Case
  4. What happens when a user's first interaction produces a bad output?Case
  5. How do you onboard an enterprise team rather than an individual?Case
  6. Design the moment where you ask a user for the data the feature needs.Case
  7. How do you re-onboard existing users when the AI behaviour changes significantly?Case
  8. What is the right amount of friction in AI onboarding?Concept
  9. Describe how you would measure whether onboarding taught the right mental model.Case
  10. What onboarding content would you build for a feature with a narrow competence area?Case
  11. Design onboarding for a product I name.Interview

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