Predict business success before you invest a single rupee
MarketMapper AI is an AI-powered business feasibility & location intelligence platform that helps entrepreneurs, startups, and decision-makers evaluate whether a business idea will succeed at a specific location — using real-time Google Maps data and Gemini AI reasoning.
The platform transforms raw location data into clear Go / No-Go decisions, reducing business failure caused by guesswork and outdated surveys.
Starting a new business often relies on assumptions rather than evidence, leading to high failure rates. Entrepreneurs and investors lack:
- ❌ Real-time competitor insights
- ❌ Accurate footfall analysis
- ❌ Market gap detection
- ❌ Clear feasibility decisions
Traditional market research is slow, expensive, and outdated, and there is no unified system to convert insights into confident actions.
MarketMapper AI leverages Google’s ecosystem and Gemini AI to deliver data-backed business decisions.
It analyzes competition density, footfall trends, activity patterns, and demand gaps to predict whether a business idea will succeed at a specific location.
Not just data, but decisions.
- 📊 Predicts business success probability
- 🗺️ Identifies high-potential & risky locations
- 🔍 Detects market gaps & underserved zones
- 🚨 Alerts against overcrowded markets
- 📄 Generates actionable feasibility reports
- User selects a location and business category
- Google Maps JS API captures spatial context
- Google Places API fetches nearby competitors, ratings & density
Powered by Gemini AI, the system:
- Analyzes competition intensity
- Studies real-world footfall patterns
- Evaluates peak hours & activity trends
- Detects underserved demand gaps
- Calculates feasibility & risk score
- 🔍 Gap Finder – High-demand, low-competition zones
- 🚨 Cannibalization Alert – Warns against saturated markets
- 🗺️ AI Heatmaps – Visual success probability by area
- 📊 Feasibility score
- 🗺️ AI-powered heatmap
- ⏰ Optimal operating hours
- ✅ Go / ❌ No-Go recommendation
- 📄 Detailed market intelligence report
- 🧠 AI Market Analysis (Demand, Competition, SWOT)
- 📍 Location Opportunity Mapping
- 🗺️ Heatmap-based Visualization
- 🚨 Risk & Cannibalization Alerts
- 📄 Feasibility Report Generator
- 🤝 Verified B2B Partner Discovery
- 📜 Secure Digital Contracts
- ⭐ Reputation & Trust Scoring
- 💬 In-app Business Communication
- 🌐 Community Insights & Fraud Alerts
AI-powered feasibility score, competition density & market potential analysis
Strengths, weaknesses, opportunities, threats, and AI-recommended expansion zones
Trust score, verified collaborations, and ongoing business deals
Users register their business details while selecting an exact geographic location on the map, enabling AI-driven feasibility and location intelligence analysis.
End-to-end verified business agreement with secure deal execution
| Technology | Purpose |
|---|---|
| Google Maps JavaScript API | Interactive maps & heatmaps |
| Google Places API | Competitor discovery & density |
| Places Insights API | Footfall & activity trends |
| Gemini 3 Flash | AI reasoning & feasibility engine |
| Google Cloud Platform | Backend & scalability |
| Google Ecosystem | End-to-end integration |
- Static & outdated data
- Manual surveys
- No footfall visibility
- Assumption-based decisions
- High risk of B2B fraud
- Real-time Google Maps & Places data
- Gemini-powered AI reasoning
- Visual heatmap clarity
- Clear Go / No-Go decisions
- Verified partners & secure deals
- 🚀 Startups & SMBs – Reduced failure rate
- 🏙️ Smart Cities – Data-driven zoning
- 💰 Revenue & Rental Analysis
- 🏛️ Government & Policy Planning
- 🌐 Future Global Trade Enablement
- 📈 Revenue forecasting models
- 🏠 Rental cost optimization
- 🌆 Multi-city comparisons
- 🏭 Industry-specific AI models
- 📊 Enterprise & government dashboards
- Node.js (v18+)
- npm / yarn
- Google Cloud account
- Gemini API key
git clone https://github.com/VrajPrajapati6/MarketMapper-Techsprint.git
cd MarketMapper-Techsprint
npm install
npm install dot env
node index.js