Property Matching

UltraReach.ai's Property Matching system uses advanced AI algorithms to connect potential buyers with their ideal properties, considering hundreds of data points to ensure the most relevant matches while adapting to changing preferences and market conditions.

Matching Algorithm

Core Features

Natural language requirement processing
Multi-dimensional preference analysis
Dynamic weighting system
Location-based intelligence
Price sensitivity modeling

Matching Criteria

{
  "property_criteria": {
    "essential": {
      "price_range": range,
      "location": array,
      "property_type": string,
      "min_bedrooms": number
    },
    "preferred": {
      "amenities": array,
      "style": string,
      "age": range,
      "condition": string
    },
    "nice_to_have": {
      "features": array,
      "community": object,
      "views": array
    }
  }
}

Smart Features

Preference Learning

The system learns from:

Property viewing history
Saved searches
Inquiry patterns
Feedback on recommendations
Similar user behaviors

Location Intelligence

Analysis of location factors:

Proximity to amenities
Transportation access
School districts
Neighborhood demographics
Future development plans

Matching Process

1. Initial Match

Basic criteria filtering
Location radius matching
Price range alignment
Essential features check

2. Advanced Analysis

Lifestyle compatibility
Investment potential
Market timing
Property condition assessment

3. Refinement

User feedback incorporation
Preference adjustment
Market condition updates
Similar property analysis

Implementation

API Integration

POST /api/v1/properties/match
{
  "buyer_preferences": object,
  "location_radius": number,
  "price_range": {
    "min": number,
    "max": number
  },
  "priority_features": array
}

Webhook Notifications

{
  "event": "new_match",
  "confidence_score": number,
  "property_id": string,
  "match_reasons": array,
  "buyer_id": string
}

Best Practices

Data Quality

Keep property information updated
Provide detailed property features
Include high-quality images
Maintain accurate pricing

User Experience

Collect detailed preferences
Enable easy feedback
Provide match explanations
Allow preference updates

Performance Statistics

90% match accuracy rate
45% faster property discovery
70% higher engagement rate
3x increase in successful matches