Aristotle

Early signal

A voice AI tutor that helps students reason things through

Launched 18h ago

Signal

Velocity

What this means

1.7×Growing 1.7× faster than the typical Education launch.

Compared to 5 Education launches at the same age.

+100%Launching in a 100% WoW growing category.

Education had 73 launches this week vs 0 last.

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

11%

today

Projected end-of-day votes

7range 5–9

Trajectory

stable

Vote pace holding steady.

Speed vs peers

1.7×

5 Education launches

About

Aristotle is a voice-based AI tutor for grades 6–12. Students talk through homework, concepts, and test preparation while the tutor asks questions and guides their reasoning. Parents receive session summaries. Covers math, science, English, history, languages, and AP/IB subjects. Try three free one-hour sessions; paid plans start at $49/month.

AI Summary

Aristotle is a voice-based AI tutor designed for students in grades 6–12, assisting with homework and test preparation across various subjects. The service includes session summaries for parents and offers three free one-hour sessions, with paid plans starting at $49 per month.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum4

Sustained over 6h

Virality0

Spread × engagement

Engagement—

not measured

Signal sources

2 of 6 active

Launch tracking3 readings since we picked it up
AI analysisEducation
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.