Toast is already cited by AI for several hospitality restaurant operations queries (reservations, inventory tracking, customer feedback, billing/invoicing, and customer preference analysis), and it has strong third-party authority signals like a large G2 review footprint and a public pricing page. The biggest AI citation risk is evaluation-stage coverage for hospitality/hotel-specific workflows (staff scheduling, guest check-in, event bookings, employee training, reputation monitoring, and catering logistics), which are currently missing from the brand’s cited surfaces.