Four components determine the total score. Each one tells you something different about the opportunity.
Each variant targets a different viewer psychology. All three can run simultaneously — they don't cannibalize each other.
Based on current trajectory, RPM benchmarks for the AI Tools niche, and 8 published videos over the window.
Projection formula: 8 videos × recent_views × (1 + velocity_factor) = projected_views
Velocity factor: 0.31 (from 7d velocity of 31%)
RPM range of $8–$18 is the 25th–75th percentile for AI Tools content on YouTube in 2025. Source: industry benchmarks across mid-tier channels.
Revenue = (projected_views / 1000) × RPM. Actual results depend on watch time, CTR, audience geography, and ad inventory at time of post.
This is a directional estimate, not a guarantee. ViralOS uses it to prioritize signals with the highest expected ROI — not to promise specific earnings.
Optimal distribution strategy for the AI Tools niche. Platform priority is based on where this type of content gets the most initial push.
This teardown took seconds. ViralOS runs it automatically for every signal it detects — then generates, schedules, and distributes the content. You watch the views roll in.
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