TikTok Live Reaction Pattern. TikTok doesn't publish reaction window data, but observed patterns from active creators show:

• Gift velocity triggers immediate amplification. A burst of high-value gifts during a stream can pull the broadcast onto more viewer For You feeds within minutes
• Clip-from-live amplification compounds. Strong moments in live broadcasts get auto-clipped and pushed to For You feeds, which feeds back into live discovery
• Creator tier graduations happen at gift velocity thresholds. Streamers who hit specific gift-per-minute thresholds get promoted to higher creator tiers, which unlocks better discovery

Tactical implication:

• Engineer emotional peak moments designed to trigger gift sending
• Maintain high energy throughout long broadcasts — TikTok rewards sustained gift velocity, not single bursts
• Understand the creator tier system you're operating in (each platform has internal tier classifications)

The structural opportunity: TikTok Live is the platform where pure performance content compounds fastest. Performance-strong streamers can climb creator tiers quickly. Performance-weak streamers struggle regardless of follower count.