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Last 90 days weighted for momentum. Normalized against a 24-month baseline to separate trends from fads.

Theme-based mapping aligned to your decision context. Bots, spam, and low-context chatter excluded.

First-hand experiential narratives prioritized over engagement counts. Emotional depth outweighs surface volume.



We translate qualified signals into a structured opportunity roadmap:

