VidScope

Early signal

Extract every tool mentioned in a YouTube tech video in 30s

Launched 1d ago

Signal

Velocity

What this means

3×Growing 3× faster than the typical comparable launch.

Compared to 20 comparable launches at the same age.

Rising steadily

Steady upward velocity sustained.

11Founder Conviction Index: 11 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

22%

today

Projected end-of-day votes

9range 7–12

Trajectory

rising

Steady upward velocity sustained.

Speed vs peers

3×

20 comparable launches

About

VidScope turns technical YouTube videos into structured, verified knowledge: every tool, framework, and technology mentioned, with official links, extracted by AI with zero extrapolation.

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 tracking7 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.