QuickSim · probability diagnosis
https://www.toolkitly.com/
LaunchSim · Probability diagnosis
Toolkitly AI Directory
AI Tools Discovery Platform63%
CONDITIONAL GOCrowded space, needs unique differentiation hook
Facts
Fermi estimate
North America TAM ~$120M annual for AI directory services
12M NA AI tool users * $10 average annual revenue per user
Winner
Futurepedia
First-mover with 2M+ monthly active NA users
Flop
AI Tool Hunt (2022)
No unique features to beat larger players
Must be true
1.10%+ outdated tools will drive 40% of users away
2.Vendors pay only for 10+ qualified leads per month
3.Community needs 100+ daily posters to retain users
Element balance
Air · Good FortuneDistributes AI tool information to dispersed users
55
45
70
40
40
Fire
Wax
Water
Rise
Air
Std
Earth
Wane
Spirit
Dorm
Probability chain
Demand exists
85%
68% of NA AI users report tool discovery pain
Unit economics
60%
$0.20 CAC vs $12 average LTV per paying vendor
Channel reach
60%
Organic TikTok/LinkedIn AI content has high reach
Moat buildable
40%
Low switching cost, no proprietary data advantage
Blockers
Leading directories capture 65% of NA AI tool search traffic-5%
Prompt library and comparison features are easily replicated-2%
Personas
M
Mia29 yrsB2B SaaS content creator
I spend 2 hours weekly researching AI tools for client work
R
Raj34 yrsSEO agency owner
I already use Futurepedia, no reason to switch right now
J
Jake26 yrsIndie AI tool builder
I need affordable user acquisition channels for my new tool
"Cut AI tool research time for creators, marketers and builders"
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Probability × product signal
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