🤖

AI Verdict

Confidence: Medium
✅ Worth Building

Market demand exists for decision support tools, but current execution is weak. Opportunity to build better with clearer positioning, validated pricing, and growth strategy.

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Financials

MRR$0
30d Growth0.0%
🌱 Early Stage
🏗️

Buildability

37
Challenging

Decision Prophet

DecisionProphet is an online decision intelligence platform that combines Bayesian probability models and I Ching pattern analysis to generate scenario forecasts and actionable recommendations for individuals and businesses. Customers are charged at checkout for monthly or annual subscriptions, with unlimited access to decision analyses during the subscription period.

🤖AI Deep Dive

AI decision intelligence platform with 150+ users but $0 MRR, combining Bayesian models with I Ching analysis.

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Market SizeMedium ($100M-$1B) - decision support software market growing at 15% CAGR
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Growth StagePre-PMF
⏱️
Build Time3-4 months for core decision engine with basic UI
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Business ModelSaaS
🏰Competitive Moat

Unique combination of Bayesian probability with I Ching pattern analysis - defensible if algorithm proves accurate

⚔️Main Competitors
Clarity.fm (expert advice)Kumu (systems mapping)Lumina (decision intelligence)Traditional consulting services
👥Who's it for
  • Individuals and small businesses making complex decisions (career moves, investments, strategic planning)
  • Consultants and coaches needing decision support tools for clients
💡Market Opportunities
  • No clear pricing strategy
  • Weak monetization of 150+ users
  • No integration with business tools
  • Lack of social proof
🎯Differentiation Ideas
  • Focus on specific verticals (e.g., startup decisions)
  • Add collaborative decision-making
  • Integrate with business intelligence tools
  • Offer API for developers
📣Growth Channels
None identified - likely organic search and word-of-mouth only
🚀Viral Potential

Medium - decision recommendations could be shared, but requires overcoming trust barrier

⚠️Risk Factors
  • Market skepticism about AI decision-making
  • Regulatory concerns for financial/medical advice
  • High customer acquisition costs without clear differentiation
  • Difficulty proving ROI to businesses
💰Pricing Reference
$0$7$94$15$190$79$958$5$20$100$500FreeFree Trial
🚀How to Build Something Similar
Complexity
6/10
Estimated Cost

$15k-$25k for MVP with 1-2 developers for 3 months

Key Features
  • Bayesian probability calculator
  • Scenario forecasting engine
  • Recommendation generator
  • User dashboard
  • Basic subscription management
Suggested Stack
Next.js/React frontendPython/Node.js backendPostgreSQL for dataStripe for paymentsAWS/Cloudflare hosting
MVP 范围

Skip: I Ching integration (start with pure Bayesian), Advanced analytics, Multiple payment providers

🔍SEO Keywords
decision making toolbusiness decision softwarescenario planning AIprobability calculatorstrategic decision support
Revenue Trends
Daily Revenue
No data available.
Hourly Revenue12-27 02:00 → 12-27 02:00
No data available.
Tech Stack
🛠️Tech Stack
⚛️Frontend
Tailwind CSSBootstrapMaterial UI
☁️Hosting
CloudflareAWS
💳Payment
StripePayPal
📊Analytics
Google Analytics
Market Insights
Ask AI
📊How It Compares
MRR$0
Top 100%
Total Revenue$0
Top 100%
30d Growth0.0%
Top 100%
Followers0
Top 100%
Category Average
ai
Avg MRR$11,554
Avg Growth+85.1%
Products in Category309
🎯How competitive?
💰Are people paying?
📈Is it growing?
Decision Prophet · MRR $0 | ShipByData