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1,102 products · 5,235 snapshots
All candidates

SnapTrack — Expense Tracking for Travel

Scan receipts, track travel spending, stay clear

View product page →
Editorial score
13.5
44th percentile of this pass
Evidence coverage
12%
6 of 8 dimensions measured
Model confidence
—
not classified
Surprise
36
attention vs fundamentals
Platform divergence
—
external side not measured
Thin

Little evidence and no strong angle. Nothing to build on yet.

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%
Story2720%24%
Novelty1715%18%
Business515%18%
Revenuenot measured10%—
Founder3110%12%
Cross-platformnot measured5%—
Timeliness1005%6%

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

Why this is a story

TrendingHigh attention and high momentum.
  • Founder storyThe founder's track record is the story. · primary
Evidence

Michael Frankland before this launch: 3 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 2026-09-16T06:37:19.029Z