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Best AI Rooftop Solar Design Software 2026: Aurora vs Scanifly

Choosing the best AI rooftop solar design software 2026 offers? Compare Aurora vs Scanifly on accuracy, truck rolls, pricing, and real margin impact for...

Chapter 1: The 2026 Solar Design Landscape: Why Software Now Decides Your Margin There was a stretch — roughly 2016 to 2021 — when a residential solar installer could be sloppy on design and still print money. Gross margins sat comfortably north of 30 percent. A truck roll to remeasure a roof cost you a few hundred dollars and nobody flinched. Change orders got absorbed. The market was growing fast enough to forgive operational mediocrity. That era is over. If you are shopping for the best AI rooftop solar design software 2026 has to offer, it is almost certainly because...

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