Strategy question
On Instagram Shops, should users be allowed to check out without logging in first?
- Meta
- Strategy
- Hard
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What this question tests
Tests weighing conversion-rate gains from reduced friction against the real costs of losing a logged-in customer relationship.
How to approach it
- Name the tradeoff directly: guest checkout likely raises conversion by removing a login barrier, but loses email capture, order history and retargeting ability for that customer.
- Consider the fraud and support angle: logged-out orders are harder to verify and support if a dispute or return arises later.
- Propose a middle path: allow guest checkout but prompt for lightweight account creation immediately after purchase, when the user already has purchase intent and is entering payment details anyway.
- Test this with an A/B experiment, comparing checkout completion rate for guest-allowed against login-required, and measuring downstream repeat purchase rate for each group.
- Decide based on the net effect: if guest checkout lifts first-purchase conversion without meaningfully hurting repeat purchase rate, allow it with the post-purchase account prompt.
What a strong answer includes
- Names the real tradeoff explicitly, conversion gain versus lost retargeting and repeat-purchase ability, instead of a simple friction-is-bad answer.
- Proposes a concrete middle-ground mechanism, a post-purchase account prompt, rather than an all-or-nothing choice.
- Insists on testing both first-purchase conversion and downstream repeat-purchase impact together, not just the immediate checkout metric.
Common mistakes
- Assuming removing login is purely positive without considering lost customer relationship data.
- Measuring only checkout conversion without checking the downstream effect on repeat purchase rate.
Likely follow-up questions
- How would you recover email or contact info from a guest checkout for remarketing?
- How would you handle returns or disputes for orders with no account attached?
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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 9: Prove it paid off: outcomes, economics, and pricing
- Chapter 14: Get the job: the AI PM interview loop