I’ve seen so many ‘perfect’ product sense frameworks online, but they all feel too polished for real interviews. When I tried using them, interviewers called my answers robotic. Those who’ve actually cracked PM interviews at tough companies – what unfiltered structures do you use to tackle vague prompts? Specifically, how do you decide what to prioritize when the question’s intentionally open-ended? Would love examples of how you’ve walked through messy problems without sounding like a framework bot.
those cookie-cutter frameworks exist to sell courses. real talk: interviewers smell CIRCLES/FAST from miles away. my move? ask 3 brutal clarifying questions upfront – forces THEM to narrow scope. example: ‘are we optimizing for engagement or revenue?’ – shifts power dynamic. thank me later.
wait so we shoudnt use circl3s at all? but how else to start?? maybe ask user metrics first? i saw a yt video saying start with ‘define succes criteria’ but idk if thts right for amzn interviews…anyone got example?
The key is to internalize principles rather than memorize steps. When faced with ambiguity, I immediately anchor to the company’s core business model. For a question like ‘Improve our mobile app,’ first determine if you’re speaking to a growth-stage startup (metrics focus) or established player (UX innovation). Recently coached a candidate who structured their answer around Twitter’s monetization challenges versus Clubhouse’s growth mechanics - landed offers at both.
you’ve got this! try blending 1 key metric + user pain point to create your own structure 
mock interviews helped me find my natural flow!
Had a breakthrough when I stopped pre-planning frameworks. My winning answer for ‘design a feature for Uber drivers’ started with ‘Well first, I’d call my uncle who’s driven for them 6 years.’ Interviewer loved the human angle. Built metrics around his actual pain points instead of generic retention stats.
Analysis of 127 PM interview transcripts shows successful candidates spend 23% more time clarifying constraints versus jumping to solutions. Recommended approach: 1) Identify hidden stakeholders (legal, ops) 2) Quantify tradeoffs between feasibility metrics 3) Benchmark against industry CTR averages. Structure emerges from strategic questioning.