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  • Editorial QA
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8,139 products · 38,995 snapshots
All candidates

Kooler

Find cocktails you can make with what's in your bar

View product page →
Editorial score
22.8
95th percentile of this pass
Evidence coverage
23%
5 of 8 dimensions measured
Model confidence
70%
openrouter
Surprise
46
attention vs fundamentals
Platform divergence
—
external side not measured
Investigate

Ranks high on little evidence. Worth a look, but verify before committing.

How the score was built

Unmeasured dimensions are excluded from the average rather than counted as zero, so the remaining weights are renormalised. The share column is the weight each one actually carried.

DimensionValueBase weightActual share
Trend3320%27%
Story6820%27%
Novelty7515%20%
Business815%20%
Revenuenot measured10%—
Foundernot measured10%—
Cross-platformnot measured5%—
Timeliness1005%7%

Not measured: Revenue, Founder, Cross-platform. These are gaps in our data, not findings about the product.

Why this is a story

InterestingNot necessarily successful — exceptional idea or story.
  • SurprisingThe idea itself is unusual or unexpected. · primary
Evidence

signal 59 out of 100, over 100 curated recipes.

Model brief

Kooler offers over 100 curated cocktail recipes based on available ingredients.

What happened
Kooler launched as a free iOS app for discovering cocktails based on available ingredients.
Why it's interesting
The app's approach to cocktail discovery is unique, focusing on user-specific ingredients.
The bigger story
Kooler reflects a growing trend in personalized consumer apps that cater to individual preferences.
Why now
This week marks its launch, providing a fresh option for cocktail enthusiasts.

scored 2026-10-11T14:35:58.195Z · classified 2026-10-11T14:35:58.195Z