Targeting roofing prospects with data-driven precision

By Jesse Sanchez. 

Exploring how smarter data and targeting help contractors improve outreach efficiency and results. 

Reworked.ai is pitching a simpler way for roofing companies to find work in a crowded market: stop casting the widest net and start focusing on the homeowners most likely to act. In an Exit Rich podcast conversation hosted by Lance Bachmann, Reworked.ai founder Fred Castonguary described how the company combines predictive modeling with roof condition insights to help contractors tighten outreach, reduce wasteful spending and speed up sales conversations. 

The value is in getting contractors closer to the right doors without asking teams to knock on every one. “You don’t have to mail a 100,000 people. You mail 10,000,” Fred said, framing the platform as a tool for narrowing effort while preserving results. Lance agreed, calling it “probably one of the best data collections I’ve ever seen to put you in front of potential people that want to buy roofs.” 

Rather than relying on instinct, the conversation centered on using data to predict which homeowners are more likely to replace or repair a roof. As Lance explained, the platform helps identify “people that are more likely higher probability of buying a new roof or getting their roof rejuvenated” by combining demographic signals with roof condition insights. 

For roofing contractors, the bigger shift is not the technology itself, but what it changes in daily marketing and canvassing decisions. “We remove waste,” Fred said. “It’s just about efficiency, right? We all want to use AI, but by using it with us, you’re going to get to your customers faster and you’re going to spend less money.” 

Fred also emphasized that contractors can tailor what they receive based on how they plan to use it. “You’re able to get your list, and you’re able to pick and choose what information you want with that list,” he said. When imagery is part of the equation, he said, it becomes a powerful sales asset: “The picture is gold.” 

Integration was another practical theme. “We have integrations with all different CRM (customer relationship management software), right?,” Fred said, adding that “every account comes with an API key” for teams that want to connect data to existing workflows. That flexibility allows roofing companies to move insights directly into their sales and marketing systems without adding friction or rebuilding processes from scratch. 

Learn more about Reworked.ai and how its data-driven approach helps roofing contractors target smarter!