Location Intelligence & Business Feasibility Web App

I want to develop a Location Intelligence & Business Feasibility web app that helps analyse whether a business/brand can work at a particular location.

Key Features:

- Location search with map & catchment radius
- Footfall and traffic activity analysis
- Demographics and population analysis
- Paying capacity / income-level estimation
- Nearby businesses and competitor analysis
- Commercial activity and market density
- Identify market gaps and underserved categories
- Recommend suitable business categories and brands
- Overall Location Score (0–100)
- Property economics: rent, sales potential, break-even, ROI
- AI-based explanation and recommendations
- Compare multiple locations
- Generate a professional location feasibility report

Example Output:

Location Score: 87/100 – High Potential

Best Opportunities:

1. QSR – 92%
2. Premium Café – 86%
3. Salon – 81%

The initial focus is Chandigarh, Mohali, Panchkula and Punjab, with the architecture scalable across India.

Please suggest the best technology stack, data/API sources, development approach, timeline and estimated cost for an MVP.