I’ve noticed everyone at my level is using the same product sense frameworks (CIRCLES, etc.) and interviewers seem bored. Heard whispers about ‘reverse case studies’ where you start with the solution and work backward. Anyone here experimented with this approach? How did you structure it without losing clarity? Bonus points for real examples where this made a difference.
reverse cases work precisely bc theyre unexpected. interviewers have heard the same 5 frameworks 100x. tried it at a FAANG loop last year - started with ‘heres why your current onboarding flow sucks’ instead of doing the usual user journey vomit. got the offer, but YMMV if your interviewer hates fun
wait this sounds risky tho? like wouldnt they dock points for not following structure? tried it once but got confused halfway 
any tips for staying organized?? #panicking
The key is strategic framing. Start by clearly stating the core problem you’d solve, then walk backwards through: 1) How you identified this as the critical lever 2) Alternative solutions considered 3) Tradeoff analysis that led to your approach. This demonstrates higher-order thinking while maintaining structure. I coach candidates to use this for senior PM roles where strategic positioning matters most.
You got this! Bold moves show confidence 
One mock interview practice could reveal golden opportunities!
Used this method during my Amazon loop for the Prime Video team. Instead of regurgitating market sizing, I opened with ‘You’re losing $380M/year on accidental subscriptions - here’s how to plug the leak.’ Interviewer literally leaned forward. Got to final round but needed better metrics drilling. High risk, high reward!
Analysis of 47 PM interview reports shows reverse approaches have 22% higher memorability scores but require 3.1x more practice iterations. Key success factor: Explicitly map your unconventional structure to standard evaluation criteria (e.g., ‘My recommendation addresses the user pain point we identified earlier in…’)