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How Feedback Rivers Build Product Intuition (Pattern-Matching Over Time)

How Feedback Rivers Build Product Intuition (Pattern-Matching Over Time)

TL;DR: Rivers train your brain like reps in the gym: repeated exposure builds fast, accurate judgment about what matters.

Intuition is trained, not gifted

Great PMs look “fast” because they’ve seen the movie before—hundreds of times.

What the river teaches

  • common failure points by persona
  • language users use (and avoid)
  • what pain is chronic vs episodic
  • what workarounds signal real demand

How to accelerate the effect

  • read 10 items/day
  • keep a “pattern journal” (3 bullets/week)
  • in reviews, cite evidence: “I saw this 7 times in the river”

Takeaways

The river is your reps. Reps create taste and judgment.