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The Future of Roofing Growth: The Direct Mail Revolution Series (Ep. 2)! In this episode, we break down why most roofing marketing wastes money, and what the shift to machine learning actually means for growth. Fred (Co-founder, Reworked.ai), Gaurav Raj (Operating Partner, Reowrked.ai), and Hunter (PCM Integrations) discuss a simple mistake: an expensive HVAC mailer sent to the wrong homeowner. From there, we unpack why generic direct mail fails, what 20,000 A/B-tested roofing mailers revealed, and why smaller, smarter lists consistently outperform mass campaigns. You’ll learn: ● Why personalization dramatically increases response rates ● Why “Free Inspection” offers often attract the wrong homeowners ● Where marketing dollars get wasted (PPC, shared leads, untargeted mail) ● Why AI without strong data is useless ● How public records and behavioral patterns can predict buying intent ● The difference between volume-based marketing and intelligence-based growth If you want predictable revenue instead of waiting on storms or chasing low-quality leads, this episode shows you what needs to change. Stay Tuned, EP 3 is out on next Thursday! 00:00 – The Expensive HVAC Mailer Mistake 02:00 – Why Smaller Lists Outperform 03:46 – 20,000 Mailer A/B Test Results 05:17 – The “Free Inspection” Trap 08:00 – Why AI Fails Without Data 09:00 – Predicting Buying Behavior