Vanity-metric chasing is the trap of optimizing for numbers that feel like growth but do not produce revenue. The most common offenders: total follower count, total view count, total stream hours.

Why these metrics mislead: a streamer with 50,000 ghost followers (people who followed once and never returned) has the same revenue potential as a streamer with 500 active followers. Total view count includes auto-played tabs, accidental clicks, and bot traffic. Total stream hours measures effort, not outcome.

The metrics that actually correlate with income:

• Average concurrent viewers (CCV). The number of real humans actively watching at any moment.
• Chat velocity. Messages per minute. Engaged audience signal.
• Repeat viewer rate. Percentage of viewers who came back from a previous stream. Retention signal.
• Tip per stream. Direct revenue. The cleanest signal.
• Sub conversion rate. Percentage of viewers who become paying subs.

Track these weekly. Ignore total follower count. The streamer with 500 engaged followers and 50 average CCV out-earns the streamer with 50,000 ghost followers and 5 average CCV every time.