Avg signal quality
60.5 / 100
The queue stays intentionally selective. Cross-source confirmation and manipulation penalties keep raw excitement from dominating.
Retail signal engine (demo)
Narrative Edge looks for what changed, why it matters, what confirms it, and what could break it before retail traders chase noise.
Avg signal quality
60.5 / 100
The queue stays intentionally selective. Cross-source confirmation and manipulation penalties keep raw excitement from dominating.
Avg confidence
81.9
Confidence is shown separately from score so the product can admit uncertainty even when the setup looks interesting.
Strongest vertical
Semiconductors
Semiconductors lead because the narrative maps cleanly to filings, demand signals, and broader contributor behavior.
Ranked signals with clear thesis changes, confirmation, and invalidation context.
Semiconductors
Narrative summary
Across builder and hardware subreddits, posts now reference channel restocks, total platform cost, and actual purchase timing instead of abstract performance debate.
Horizon: 1-2 quarters
Confirmation
4 subreddits carried the narrative and breadth averaged 74%.
Risk / invalidation
Purchase-intent language fades back into benchmark-only chatter
Semiconductors
Narrative summary
Mentions of bottlenecks, pricing power, and downstream demand links are appearing outside finance-only threads.
Horizon: 1-3 quarters
Confirmation
3 subreddits carried the narrative and breadth averaged 68%.
Risk / invalidation
Consumer memory pricing weakens while community chatter stays hot
Consumer Electronics
Narrative summary
Threads are increasingly about replacing aging mice, keyboards, and creator gear instead of waiting for a one-off promo event.
Horizon: 1-2 quarters
Confirmation
3 subreddits carried the narrative and breadth averaged 77%.
Risk / invalidation
Replacement intent weakens into deal-seeking only
Industry pulse
The product favors categories where narrative change broadens outside finance-only communities and maps to real demand drivers.
Semiconductors
Semiconductors are a strong seed vertical because Reddit users often talk about actual builds, performance bottlenecks, inventory conditions, and pricing discipline before mainstream news catches up.
Gaming
Gaming communities reveal whether people are excited for reasons that map to monetization, release cadence, or creator economics rather than vague hype.
Consumer Electronics
Consumer electronics is useful because it frequently produces both valid leading signals and clean counterexamples where Reddit noise should not be trusted.
Trend context
Attention, confirmation, and market follow-through are shown together so users can tell whether a narrative is early, crowded, or already fading.