Personalizing CIRCLES with industry insights: how are peer reviews helping you escape the framework trap?

I’ve been grinding through PM interview prep and keep getting feedback that my CIRCLES answers feel too robotic. Joined a peer review workshop last week where others suggested injecting niche e-commerce metrics into a live shopping feature case. Night-and-day difference! How are you all weaving industry-specific context into your frameworks without overcomplicating things? Any pro-tips for balancing structure with personalization?

peer reviews are just groupthink with extra steps. pro tip: steal industry jargon from recent tech blog hot takes and sprinkle it like parmesan on a salad. interviewers eat up buzzwords but pretend they want ‘originality.’ works 60% of the time, every time.

saw someone in a workshop force-fit blockchain into a laundry app solution ‘for innovation points.’ panel called it ‘bold.’ moral of the story? audacity > authenticity. make it sound smart and they wont care if it’s realistic.

tried adding healthcare compliance stuff from my internship to a fitness app case! reviewer said it made solution feel ‘grounded’ but got confused by fda analogies. need simpler industry parallels maybe?

The key is strategic relevance. When I interview candidates, I look for targeted industry insights that directly address the problem’s pressure points. For example, when discussing a logistics product, reference last-mile delivery cost benchmarks specific to emerging markets. This demonstrates both framework mastery and practical awareness. How are you validating the applicability of your industry examples?

Love this! My study buddy spotted my gaming industry bias and suggested applying those engagement tricks to edu-tech. Now my solutions POP! Keep iterating - you’ve got this!

Had this exact problem prepping for FAANG loops. My mentor made me redo a ride-sharing case 3x - kept saying ‘you sound like the CIRCLES textbook threw up.’ Finally clicked when I added regional traffic pattern data from my Jakarta commute. Interviewer nodded aggressively during validation phase!

Analysis of 23 peer-reviewed mock interviews showed candidates who included sector-specific KPIs improved their ‘structured creativity’ scores by 18-22%. However, deviations exceeding 3 industry-specific terms per answer correlated with increased interviewer pushback. Recommendation: Anchor innovations to the company’s core metrics first, then add 1-2 nuanced elements.