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4,573 products · 21,471 snapshots
Microsoft Copilot

Microsoft Copilot

Notable signal

The Al built for work

Launched 8h ago
Signal
57
Velocity
0

What this means

1.6×Growing 1.6× faster than the typical AI Agents launch.
Compared to 9 AI Agents launches at the same age.
Low discussion activity despite the attention.
Audience is voting but not engaging — could signal weak product-market fit.

Prediction

Top-5 finish probability
26%
today
Projected end-of-day votes
112range 84–151
Trajectory
stable
Not enough snapshots yet to detect trajectory.
Speed vs peers
1.6×
9 AI Agents launches

About

The new Copilot connects the tools people rely on with the next generation of capabilities they’ll need to build, customize and scale AI across work. Copilot connects with your work content and the apps you already use, bringing together the latest AI models to help you create finished work, not just answers.

AI Summary

Microsoft Copilot integrates AI capabilities with existing work tools to enhance productivity and streamline workflows. It allows users to create and customize content efficiently across various applications.

Attention & discussion velocity

Performance

Velocity0
Vote pace vs average
Momentum0
Sustained over 6h
Virality0
Spread × engagement
Engagement2
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.

ThinLittle evidence and no strong angle. Nothing to build on yet.
85/8
Timeliness5%100
carried 7%
Trend20%31
carried 27%
Business15%11
carried 20%
Novelty15%6
carried 20%
Story20%0
carried 27%
Not measured · 3 of 8
Revenue10%—
Founder10%—
Cross-platform5%—

Gaps in our data, not findings about the product. Their weight is redistributed across the 5 we did measure.

measuredmeasured, zeronot measured
Full audit →

Signal sources

3 of 6 active
  • Launch tracking2 readings since we picked it up
  • AI analysisAI Agents
  • Comment intelligencethread not yet analysed
  • Outside discussionnot checked — domain is a storefront or shared
  • Revenue signalsno match on this domain
  • Editorial scoring13% 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.

Founders

Chris Messina
@chrismessina · hunter

Topics

WindowsSaaS