BeanRitual
Notable signalAI assistant that helps you dial in your best espresso shot
Launched 1d ago
Signal
54
Velocity
0
What this means
+88%Launching in a 88% WoW growing category.
Food & Drink had 15 launches this week vs 8 last.
12Founder Conviction Index: 12 — low signal.
Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.
Prediction
Top-5 finish probability
6%
today
Projected end-of-day votes
19range 14–26
Trajectory
stable
Vote pace holding steady.
Speed vs peers
0.6×
6 Consumer App launches
About
Every bag of coffee needs its own settings, and a month later you've forgotten them. BeanRitual remembers. Photograph the bag and the app reads the label. Note each espresso: dose, grind, time, yield, and good or not yet. Star the one that worked, and it's waiting on that bag's page next time. Free, no account. In beta on iPhone: join at coffee.saylib.com and I'll send you an invitation.
AI Summary
BeanRitual is an iOS app that helps users optimize their espresso shots by storing specific settings for each coffee bag. The app allows users to photograph coffee labels and record details such as dose, grind, time, and yield, with no account required.
Attention & discussion velocity
Performance
Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement100
Discussion per unit of attention
Editorial read
Scored deterministically. Only candidates that fire a story trigger are sent to a model, so this one has no written angle.
InvestigateRanks high on little evidence. Worth a look, but verify before committing.
145/8
Timeliness5%96
carried 7%
Trend20%48
carried 27%
Novelty15%42
carried 20%
Business15%30
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—
Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.
measuredmeasured, zeronot measured
Full audit →Signal sources
3 of 6 active- Launch tracking7 readings since we picked it up
- AI analysisConsumer App
- Comment intelligencethread not yet analysed
- Outside discussionnot checked — domain is a storefront or shared
- Revenue signalsno match on this domain
- Editorial scoring10% evidence coverage
A source that found nothing is a measurement. A source that has not run is a gap. Neither means the launch lacks the thing.