This story was originally published on HackerNoon at:
https://hackernoon.com/three-modes-one-verdict-a-competitor-intelligence-framework-built-to-force-a-decision.
Feature comparison is a trap. A growth leader built an open-source AI framework that turns competitor signals into decisions, not just quarterly decks.
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Most competitor intelligence is built to look thorough, not to get used - a quarterly deck nobody reopens. This piece breaks down a system that does the opposite: three research modes (weekly digest, feature matrix, full report), every finding scored as a threat instead of just logged, every gap forced into a Build/Partner/Ignore decision, and output routed by role so the CEO, CMO, and CPO each get only what's theirs to act on. The full skill is open-source on GitHub.