PixRater

Notable signal

Cull and rate your photos faster

Launched 23h ago

Signal

Velocity

What this means

7.6×Growing 7.6× faster than the typical Design Tools launch.

Compared to 4 Design Tools launches at the same age.

-39%Category cooling: Photography.

Launches down 39% week-over-week.

18Founder Conviction Index: 18 — low signal.

Few of the conviction sub-signals (reputation, velocity, buyer-intent, tagline clarity) are firing yet.

Prediction

Top-5 finish probability

26%

today

Projected end-of-day votes

61range 46–82

Trajectory

stable

Vote pace holding steady.

Speed vs peers

7.6×

4 Design Tools launches

About

PixRater is a fast, 100% local photo culling tool. It groups RAW+JPEG pairs, auto-evaluates face sharpness, and uses private AI for keywording. Ratings save to EXIF/XMP metadata, and an integrated local MCP server lets you connect custom AI tools.

AI Summary

PixRater is a local photo culling tool that groups RAW+JPEG pairs and evaluates face sharpness using private AI for keywording. It saves ratings to EXIF/XMP metadata and includes an integrated local MCP server for connecting custom AI tools.

Attention & discussion velocity

Performance

Velocity0

Vote pace vs average

Momentum0

Sustained over 6h

Virality0

Spread × engagement

Engagement24

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.

176/8

Timeliness5%100

carried 6%

Novelty15%73

carried 18%

Trend20%30

carried 24%

Founder10%17

carried 12%

Business15%12

carried 18%

Story20%0

carried 24%

Not measured · 2 of 8

Revenue10%—

Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 6 we did measure.

measuredmeasured, zeronot measured

Full audit →

Signal sources

3 of 6 active

Launch tracking5 readings since we picked it up
AI analysisDesign Tools
Comment intelligencethread not yet analysed
Outside discussionnot checked — domain is a storefront or shared
Revenue signalsno match on this domain
Editorial scoring35% 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.