How RealScan Scoring Works

A transparent, data-driven approach to real estate intelligence

The RealScan Score (0–100)

Every property analyzed through RealScan receives a single score from 0 to 100 — like a CIBIL score for real estate. This score combines six critical dimensions that matter most to property buyers and investors.

Yield Score

20%

Rental income potential vs city benchmark

Appreciation Score

20%

Price growth potential over 3-5 years

Location Score

20%

Connectivity to metro, IT hubs, amenities

Risk Score

20%

Construction, legal, and financial risks

Builder Score

10%

Track record, delivery history, complaints

Timing Score

10%

Market cycle phase and completion status

Data Sources

✅ MahaRERA Official Data

We pull verified data from 21+ tables including project status, construction progress, complaints, litigation, land details, wing inventory, parking, documents, signatories, and financial investors. This is the gold standard for Maharashtra real estate transparency.

📍 Google Maps API

We geocode every property and calculate distances to metro stations, IT hubs, hospitals, and schools to score location quality.

📊 Market Benchmarks

City-level and locality-level benchmarks for rental yield, price per sqft, absorption rates, and inventory levels. These benchmarks are aggregated from thousands of RERA projects.

Intelligence Engines

Beyond the core score, RealScan runs 8 specialized intelligence engines on every property:

  • Market Context: Locality-level supply-demand dynamics, market cycle phase
  • Builder Credibility Index: Multi-factor grading (A+ to F) based on project count, on-time delivery, complaint history
  • Risk Detection: Time-series construction velocity tracking, complaint escalation, litigation patterns
  • Yield Intelligence: Rental yield estimation, EMI vs rent comparison, yield vs FD analysis
  • Infrastructure Impact: Price premium from nearby metro lines, highways, IT parks
  • Price Prediction: 3-year and 5-year projections with bull/base/bear scenarios
  • Micro-Market Analysis: Absorption rate, inventory overhang (months of inventory), supply-demand ratio
  • AI Narrative: GPT-4o generates a human-readable 250-word investment summary
Important Disclaimers

1. Maharashtra Only: RealScan currently analyzes properties registered with MahaRERA. We do not support other states yet.

2. Estimates, Not Guarantees: Price projections and rental yield estimates are scenario-based models, not guarantees. Real estate markets are volatile and unpredictable.

3. No Investment Advice: RealScan scores and reports are for informational purposes only. Always conduct your own due diligence and consult financial advisors.

4. Data Freshness: RERA data is updated quarterly. Recent project changes may not be reflected immediately.

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