Semiconductors
66.7
High discussion density, clear ticker mapping, and strong links to filings, pricing, and demand drivers make semiconductors one of the best explainable launch categories.
Quarterly Report
Quarterly Narrative Health Report
The seeded verticals show a split between early purchase-intent narratives and reactive hype. Semiconductors lead because discussion broadens outside finance-only spaces and maps cleanly to filing language. Consumer electronics is useful mostly as a cautionary counterexample.
Gaming
58.4
Gaming has rich community data, strong narrative propagation across subreddits, and enough orthogonal evidence layers to distinguish sticky demand from reactive excitement.
Consumer Electronics
56.4
It creates a disciplined test bed for both bullish opportunity detection and bearish invalidation logic around premium upgrade fatigue.
Quarterly readout
What the seeded prototype learned
This page is meant to feel like a research memo, not a marketing deck.
What improved
Semiconductor and creator-economy narratives show better source diversification and clearer catalysts than in a pure meme-cycle setup.
What still breaks trust
When community intensity runs ahead of search interest and filing support, the model deliberately caps confidence even if engagement looks impressive.
Next research priorities
Add transcript ingestion, app-review velocity, and source-level reliability scoring before claiming the engine is ready for live capital decisions.