QuickSim · probability diagnosis
https://professorgoose.com/
LaunchSim · Probability diagnosis
Professor Goose Course Tool
US College Professor Productivity Tools35%
NO GOFree tools and university red tape block growth
Facts
Fermi estimate
$1.2B annual US TAM for professor productivity tools
1.3M US profs × $920 average annual ed tech spend = ~1.2B
Winner
Canva for Education
Widely adopted by US college instructors
Flop
Syllabus.com Pro
Overly complex, poor user workflow
Must be true
1.US college profs spend 5+ hours weekly on course admin
2.68% of US profs currently use free ed tech tools
3.Paid prof tools have ~30% annual user retention
Element balance
Earth · Ill FortuneSupports steady academic workflow
35
40
30
55
40
Fire
Wane
Water
Std
Air
Rise
Earth
Wax
Spirit
Std
Probability chain
Demand exists
75%
68% of US profs seek better prep tools
Unit economics
60%
$12/month per prof, $144 annual margin
Channel reach
50%
AAUP newsletters, university ed tech portals
Moat buildable
40%
No exclusive data or network effects
Blockers
Free ed tech competitors undercut pricing by 70%-15%
University IT blocks unvetted ed tech tools-8%
Personas
S
Sarah42 yrsTenured US History Professor
I waste 3 hours a week making syllabi from scratch
M
Mike28 yrsAdjunct English Instructor
I can’t afford paid tools for my side gig
L
Lisa55 yrsSTEM Research Professor
Existing tools don’t integrate with lab software
"Professor Goose helps US college profs streamline course prep"
launchsims.com/sim
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Probability × product signal
This is not business advice — just a structured angle on your product. Deep Sim is the full report.