Toast: Toast offers a Benchmarking tool that uses aggregated, anonymized data from across its restaurant network to let individual operators compare their own sales, labor costs, menu performance, and table metrics against peer restaurants in their local area. An AI-based classification system categorizes menu items to make these comparisons possible. | AI Trace
Data AnalysisVerified
Toast offers a Benchmarking tool that uses aggregated, anonymized data from across its restaurant network to let individual operators compare their own sales, labor costs, menu performance, and table metrics against peer restaurants in their local area. An AI-based classification system categorizes menu items to make these comparisons possible.
Details
Toast Benchmarking is available in two tiers: a basic 'Benchmarking Lite' tier included with the POS & Restaurant Operations suite for all customers, and a more comprehensive 'Benchmarking Essentials' tier in the Restaurant Management suite. The system collects restaurant-specific metrics—such as transaction volumes, staffing schedules, and sales per labor hour—and compares them to anonymized aggregated data from peer restaurants in similar geographic and conceptual categories. An internally confirmed AI-based classification tool categorizes menu items to enable menu-level comparisons; Toast's own support documentation notes that some classifications may be inaccurate and are continuously improved.
Products affected
Toast BenchmarkingToast Restaurant Management Suite