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1. Speed is a Product Feature

By the time a trend hits the news, it is already over. Brands need a "war room" mentality. When a sound bite drops or a challenge emerges, the response time must be measured in hours, not days. Real-time streaming (WebSockets or SSE) for live engagement

7. Technical Considerations

• Real-time streaming (WebSockets or SSE) for live engagement counts.
• Spam/fake trend detection – filter coordinated bot campaigns.
• Latency: Cache trending data in Redis, update every 5–15 min.
• Rate of change alert – if a keyword spikes >500% in 30 min, auto-push to top.