Data-Driven Intelligence for Serious YouTube Creators
Eliminate creative guesswork. BehaveIQ combines statistical outlier math, competitor benchmarks, packaging scoring, and audience sentiment to power systematic channel growth.
The Four Pillars of YouTube Growth Intelligence
Every feature is built around mathematical transparency and compliance with official YouTube Data API v3 standards.
YouTube Outlier Detection
Identify Breakout Videos Beating Historical Baselines
Calculate 90-day rolling view velocity baselines for any channel. Isolate videos that outperform median metrics by 2x to 50x to uncover algorithm breakout topics before trends saturate.
- Dynamic rolling median baseline calculation
- Velocity multiplier scoring (2x to 50x breakout flags)
- Topic and format pattern recognition
- Direct comparison against channel average views
YouTube Competitor Analysis
Reverse-Engineer Niche Competitor Momentum
Track peer creator upload velocity, title phrasing hooks, and packaging choices. Benchmark your channel against competitors in your exact content category.
- Side-by-side view velocity comparison
- Competitor publishing cadence and format shifts
- Top-performing content theme extraction
- Audience overlap and content gap discovery
AI YouTube Thumbnail Analyzer
Visual Packaging Score & Mobile Feed CTR Simulation
Evaluate clickability before publishing. Analyze contrast ratios, subject focal points, typography readability, and mobile feed simulation to maximize click-through rate.
- Algorithmic Packaging Score (0–100)
- Mobile feed preview and scale simulation
- Visual focal point and contrast verification
- Title-thumbnail harmony assessment
YouTube Comment Analysis & Mining
Extract Audience Questions, Desires & Friction Points
Turn thousands of viewer comments into structured video concepts. Classify sentiment, isolate high-frequency viewer questions, and mine pain points to build high-retention content.
- Viewer question and intent classification
- Positive, neutral, and negative sentiment distribution
- Repeated audience objections and curiosities
- Automated video idea generation from viewer feedback
BehaveIQ does not scrape unauthorized endpoints, simulate fake traffic, or access private Google account data. All metrics are aggregated through the official YouTube Data API v3 in strict compliance with Developer Terms.