Discover breakout videos, understand why they work, track competitors, and know what to create next.
Filtered for Technology & AI · >2.0x channel baseline
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Every feature solves one of four questions.
Discover breakout videos before they peak. Catch early velocity shifts across any niche or topic.
Analyze hourly views velocity, relative multiplier versus channel baseline, engagement rates, and momentum.
Track new uploads and detect unusually successful content the moment it departs from normal channel traffic.
Turn verified trends, competitor activity, and channel performance data into structured, actionable content ideas.
A 100K view video on a 10M subscriber channel is a statistical disappointment. A 100K view video on a 20K subscriber channel is an explosive viral breakout.
TubeRipple’s scoring engine calculates relative channel baselines, views-per-hour velocity, engagement ratios, and recency decay to assign a definitive 0–100 index.
Built for ambitious channels scaling audience.
For creators discovering early breakouts.
Full bandwidth intelligence for growing creators.
Multi-channel agencies and professional studios.
All video statistics, channel baselines, and thumbnails are retrieved directly through YouTube API Services in accordance with Google Developer Policies.
Everything you need to know about TubeRipple
The Ripple Score (0–100) is TubeRipple's proprietary algorithmic index. Rather than looking only at raw view counts, it measures how unusually fast a video is performing relative to that specific creator's historical baseline, weighted by views-per-hour velocity, video age decay, and audience engagement.
No! TubeRipple can analyze any public YouTube video or channel completely without linking an account. However, connecting your channel with Google OAuth unlocks first-party YouTube Analytics such as true Click-Through Rate (CTR) and average view duration.
TubeRipple features a centralized caching and snapshot architecture. Verified channel metrics, search queries, and historical video baselines are cached across multi-tiered TTLs and stored in PostgreSQL, minimizing redundant YouTube Data API calls.
TubeRipple's AI layer does not invent trends out of thin air. It ingests verified platform anomalies, recent competitor breakouts, and your channel's historic top formats to synthesize grounded titles, hooks, outlines, and thumbnail concepts with high statistical probability.