Measure Real-Time Views Per Hour & Algorithmic Velocity Score
Analyze how rapidly any YouTube video is accumulating views. Uncover the hourly velocity (VPH), browse recommendation acceleration, and projected 24h & 7-day trajectories.
The Critical Launch Window
YouTube's recommendation neural network assesses your initial 120 minutes of watch velocity to determine whether to escalate impressions from subscriber feeds to broad homepage browse features.
The Velocity Metric Explained
A video with 5,000 views in 2 hours (2,500 VPH) has infinitely higher viral momentum than a video with 50,000 views accumulated over 3 years. The algorithm rewards speed, not static totals.
Browse Push Probability
Our proprietary algorithm evaluates your VPH against industry category percentiles to calculate the mathematical probability of YouTube featuring your upload in 'Suggested Videos'.
Recognizing The Deceleration Drop
When hourly velocity drops by more than 50% within a 6-hour span, algorithmic browse distribution has paused due to saturated initial CTR or retention drop-offs.
Shorts vs Long-Form Pacing
Shorts experience rapid, volatile spikes reaching 10,000+ VPH within minutes before plateauing, whereas long-form videos build compound momentum over 48 to 72 hours.
Actionable Recovery Protocol
If VPH falls below your channel average at hour 4, an immediate thumbnail and title change can reignite click-through curiosity, resetting algorithmic testing loops.
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Algorithmic Viewership Trajectory Projections
4 Tactical Levers to Accelerate Video Velocity
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GuinRank V7 YouTube API Compliance Shield
Official YouTube API Services Developer Terms Certification