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What we read, how we score it, and what you get each trading morning.
Three steps from the panel to your morning brief.
Every day, our pipeline ingests the latest videos from every channel in the panel — manually reviewed and tiered A through D by reach.
Each ticker mention is scored for stance (bull/bear/neutral), signal type (fundamental to retail hype), and conviction weight. Weight comes from how much of the video the ticker held.
The Daily Bubble Brief lands at 06:00 ET. Every signal links back to a source video — nothing anonymous.
Six things you can't get from YouTube alone.
We don't make picks. We read the people who do — then rank, classify, and weight what they said. That's the layer you were missing.
When a ticker's hype share spikes past the 2.1% universe baseline, it gets flagged — often before it reaches the broader crowd.
Fundamental analysis, technical analysis, speculation, news events, and retail hype — each weighted separately. You see the full signal mix, not just a sentiment number.
Every conviction weight links to a specific creator, video, and timestamp. No black-box scores — you can verify every signal.
Tier A (>1M subs) leads the daily brief ahead of Tier D (<50K). Coverage counts how many distinct channels and videos discuss a ticker — its breadth, not just its volume.
Every mention carries a low, medium, or high conviction weight. Recency shows up as momentum — the last 72 hours of weight measured against the 72 before it — which is what moves a ticker between stages.
Against Stocktwits, Finviz, and TradingView — feature by feature.
Stance, signal type, conviction weight, and hype flag.
Each mention gets a direction. The stance ratio shows weighted bull-to-bear balance across all creators in the window.
Fundamental, technical, speculation, news event, or retail hype. Fundamental is the largest single class — hype is the rare, flagged outlier.
Low, medium, or high conviction assigned per mention. Weight comes from how much of the video the ticker held, and momentum compares the last 72 hours against the 72 before.
When a ticker's retail-hype share exceeds the 2.1% universe baseline, it's flagged. A signal to be skeptical, not a sell recommendation.
| Feature | Stocktwits | Finviz | TradingView | Bobalor |
|---|---|---|---|---|
| YouTube creator analysis | — | — | — | ● our core product |
| Hype-detection alerts | — | — | — | ● |
| Conviction scoring (weighted) | — | — | — | ● |
| Daily editorial brief | — | — | — | ● |
| Technical charts | basic | ● | ● | ● |
| Source video citations | — | — | — | ● |
| Channel tier breakdown | — | — | — | ● |
| Free tier available | ● | ● | ● | ● |
YouTube creator analysis
Hype-detection alerts
Conviction scoring (weighted)
Daily editorial brief
Technical charts
Source video citations
Channel tier breakdown
Free tier available