Gist: The content argues that roofing contractors win more inspections by using AI agents to reply instantly, qualify leads, and schedule appointments. It frames speed-to-lead as the main competitive advantage when homeowners contact multiple contractors at once.
Signal reason: The piece centers on AI agents as a capability for instant replies, qualification, and scheduling.
