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6,527 products · 30,917 snapshots
All candidates

Dots UI

A React library for morphable particle interfaces

View product page →
Editorial score
23.3
94th percentile of this pass
Evidence coverage
13%
5 of 8 dimensions measured
Model confidence
—
not classified
Surprise
51
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
Trend3120%27%
Story7720%27%
Novelty8615%20%
Business415%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

Describes itself in terms almost no other launch uses: "A React library for morphable particle interfaces"

Model brief

Not classified. Only the top candidates of each pass are sent to a model, so this one was scored deterministically and no further.

scored 2026-10-05T14:34:34.243Z