yt-assist
Quiet signalAI YouTube summaries with clickable timestamps and Q&A
Launched 1mo ago
Signal
20
Velocity
21
What this means
20%Vote pace is below typical for AI Agents.
Running at 20% of comparable launches.
+36%Launching in a 36% WoW growing category.
YouTube had 19 launches this week vs 14 last.
25Founder Conviction Index: 25 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
9%
today
Projected end-of-day votes
3range 2–4
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.2×
116 AI Agents launches
About
Understand any YouTube video in seconds. Paste a link and instantly get key insights. No fluff. No wasted time.
AI Summary
yt-assist provides AI-generated summaries of YouTube videos, including clickable timestamps and a Q&A feature for quick reference. Users can paste a video link to receive concise insights, enhancing productivity and comprehension.
Attention & discussion velocity
Not enough snapshots yet. Run the snapshot worker every 15 min to build the time-series.
Performance
Pace needs two or more snapshots. This launch has 1, so velocity and momentum read as unmeasured rather than zero.
Velocity—
not measured
Momentum—
not measured
Virality—
not measured
Engagement—
not measured
Signal sources
2 of 6 active- Launch tracking1 reading since we picked it up
- AI analysisAI Agents
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoringbelow the signal threshold for this pass
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.