Product design question
Design a chatbot AI for Instagram.
- Product design
- Easy
Practice this question out loud. An AI interviewer asks it, follows up like a real interviewer would, and scores your answer. Type or speak.
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What this question tests
Product design for a 0 to 1 conversational feature, and whether you can scope a chatbot to Instagram's actual users instead of building a generic assistant.
How to approach it
- Confirm with the interviewer whether this is a customer-support bot, a creator assistant, or a consumer-facing chat feature inside DMs.
- Define the target user: creators managing high DM volume, or casual users wanting recommendations and help.
- List the top pain points, such as creators missing fan messages or new users not finding relevant content.
- Pick one high-value use case, for example an auto-responder that answers FAQs and escalates to the creator when confidence is low.
- Sketch the flow: intent detection, canned or generated reply, human handoff, and a way for the creator to review and edit responses.
- Define a success metric, such as percentage of DMs resolved without creator intervention or response time reduction.
What a strong answer includes
- Narrows scope to one persona (e.g. creators with 10,000+ followers) rather than 'all Instagram users'.
- Addresses trust: the bot should disclose it is automated and let users reach a human easily.
- Ties the feature to Instagram's business model, like keeping creators on-platform instead of moving to email or Linktree.
- Proposes a measurable pilot, such as testing with 500 creators before wider rollout.
- Flags a clear trade-off between automation coverage and reply quality.
Common mistakes
- Designing a generic chatbot with no tie to Instagram's specific surfaces (DMs, comments, Stories replies).
- Skipping how the bot handles mistakes or offensive content.
- Not defining what 'success' looks like beyond 'users like it'.
Likely follow-up questions
- How would you handle a case where the bot gives a wrong answer to a fan?
- How would you prioritize this against other creator tools Instagram could build?
- What would you measure in the first two weeks after launch?
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Learn the skill behind it
Chapters of the AI PM course that teach what this question tests.
- Chapter 4: Discovery and strategy for AI products
- Chapter 7: AI UX and human oversight: design for a system that is wrong sometimes
- Chapter 14: Get the job: the AI PM interview loop