QuickSim · 概率诊断
http://professorgoose.com/
LaunchSim · 概率诊断
Professor Goose AI Tutor
Edtech: AI Exam Prep Tutoring68%
有条件 GOPremium differentiation beats free generic AI tools
事实锚点 · FACTS
Fermi 估算
Global $42B AI consumer edtech market by 2025
1.2B global secondary/tertiary students × 10% paid edtech spend × $35/year avg
同类跑出
Khanmigo
Free core access aligned to standard curricula
同类阵亡
Quizlet Q-Chat
High pricing, low unique feature value
必须为真
1.Students prioritize exam-aligned questioning over open prompts
2.WTP correlates directly with proximity to exam dates
3.Voice input drives 3x higher daily session frequency
五行旺衰
Water · Good FortuneLearning flows via iterative questioning and practice
45
75
55
50
40
Fire
Waning
Water
Rising
Air
Steady
Earth
Waxing
Spirit
Dormant
概率传导链 · REASONING
Demand exists
88%
1.2B global exam students, active recall proven effective
Unit economics
65%
3x LTV:CAC baseline at scale, $8 CAC vs $24 LTV
Channel reach
60%
TikTok student creators, Reddit study subreddits
Moat buildable
50%
Exam gap data creates moat vs generic AI tools
关键风险 · BLOCKERS
Generic free AI tools offer basic Socratic study support-4%
Low student WTP for non-exam-specific features-2%
目标客群样本
M
Mia20岁US pre-med student prepping for MCAT
I hate rereading notes, this tests my knowledge actively
R
Raj18岁Indian 12th grade student prepping for JEE
I use free ChatGPT already, why would I pay for this?
L
Lila24岁UK grad student prepping for bar exam
The mind map feature seems useful but I need to test it first
「Socratic AI tutor cuts passive study waste for exam-focused students」
launchsims.com/sim
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AI 概率 × 产品信号
快速诊断不是商业建议，只是帮你结构化地看自己的产品。Deep Sim 才是那份完整报告。