Unaided
Quiet signalInterview prep that adapts to what you already know
Launched 11h ago
Signal
17
Velocity
0
What this means
-35%Category cooling: Online Learning.
Launches down 35% week-over-week.
14Founder Conviction Index: 14 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
4%
today
Projected end-of-day votes
2range 2–3
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
0.7×
5 comparable launches
About
Unaided starts with an honest readiness check — one real interview problem under real conditions. Then it builds a prep plan calibrated to your current knowledge, so you practice your actual weak spots instead of re-grinding problems you’ve already mastered. The plan adapts as you improve. First problem free, no signup.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement—
not measured
Signal sources
1 of 6 active- Launch tracking2 readings since we picked it up
- AI analysisnot yet enriched
- 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.