Data AnalysisVerified
Reviewed and published by trentmaziarz, July 11, 2026. Discovered and drafted by our automated research pipeline.
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
Sources & Evidence
Company Disclosure
Other practices by Toast
ProductivityToast deployed Toast IQ, a conversational AI assistant built into its platform that lets restaurant operators ask questions in plain language and take direct actions—like updating menus, editing staff shifts, and adjusting inventory—without switching between tools. The system draws on real-time and historical transaction data from across Toast's restaurant network to surface proactive recommendations and execute tasks on command.Customer SvcToast deployed an AI-powered support tool inside the Toast Now mobile app that lets restaurant operators ask support questions by text and receive fast, accurate answers without calling or waiting for a human agent.Data AnalysisToast offers AI-powered Guest Feedback tools inside its platform that automatically organize, prioritize, and analyze written guest feedback, delivering a concise actionable summary to restaurant operators. This feature is available at no extra cost to Toast customers.
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