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  • Signal Feed
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  • Revenue
  • Beyond the launch
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  • Content Desk
  • Editorial QA
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Lab
  • Metric Bench
  • Tagline Lab
  • Smart Search
Yours
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1,931 products · 9,275 snapshots
All candidates

Free Stencil Maker

Free AI stencil maker — photo to cut-ready layers

View product page →
Editorial score
16.3
75th percentile of this pass
Evidence coverage
12%
6 of 8 dimensions measured
Model confidence
—
not classified
Surprise
14
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
Trend5020%24%
Story1820%24%
Novelty7815%18%
Business015%18%
Revenuenot measured10%—
Founder2610%12%
Cross-platformnot measured5%—
Timeliness895%6%

Not measured: Revenue, 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.
  • Founder storyThe founder's track record is the story. · primary
Evidence

Dil A before this launch: 2 previous launches, best of them quiet.

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 2026-09-19T06:39:22.064Z