You're Touching the Wrong Homes. We Tell You Which 1,500 to Touch.
Most roofers blanket a zip. The ones running ahead score every property first, so every touch lands on a roof that needs work and an owner who can act. 1,800+ data attributes per property, replacement probability for the next 6-12 months, no wasted touches.
Six Signals. One Score. Zero Guesswork.
The model weights hundreds of attributes, but these six drive the most predictive power. Together they tell you not just whether a roof needs replacement, but whether the homeowner can afford it and is likely to act.
Homeowner equity determines willingness and ability to invest in replacement.
No recent roofing permit means the roof has gone years without work, a strong replacement signal.
Material age, type, and regional weather exposure model physical degradation over time.
When neighbors replace, social proof and HOA pressure accelerate your prospect's decision.
Higher-value homes replace roofs proactively. Value tiers inform the right product pitch.
Credit indicators and income proxies identify homeowners who can act within 90 days.
Every Address Gets a Score. Every Score Gets a Reason.
The score report breaks down each signal so your team understands exactly why a property is high-priority. No black box. No guessing. Just data you can act on.
- 1,800+ attributes analyzed per property
- Scores updated daily as new data arrives
- Predicted replacement window: 6-12 months
- BuyBox filter applied before delivery
From Raw Data to Ranked List
Data Ingestion
We pull permit records, assessor data, satellite imagery, financial proxies, and 200+ additional public and proprietary sources daily for every property in your territory.
Feature Engineering
Raw data is cleaned, normalized, and transformed into the predictive features our model uses. Material age curves, permit gap calculations, equity deltas, and more are derived automatically.
Model Scoring
Our gradient-boosted model assigns a 0-100 replacement probability score to every property, weighted by the six key signals plus 244 supporting attributes.
BuyBox Filter
Scored properties are passed through your BuyBox. Only homes that score 85+ AND meet your financial, equity, and property-type criteria make it into your monthly scored list.
The Numbers Behind the Score
Common Questions
Ready to Dominate Your Territory?
See how predictive scoring performs in your market. We'll show you a live sample list before you spend a dollar.
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