{"citations":{"source_mix":{"company_owned":24,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":41,"partial":6},"total_sources":47,"unique_domain_count":26},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-10-03","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best Website Builder for Restaurants with Menus, Online Ordering, and Reservations","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-10-03","platform_support":["deepseek","grok","openai"],"predicate":"final_consensus_rank","qualifier":"Menus, online ordering, and reservations","subject":"Toast","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-10-03","platform_support":["deepseek","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Toast","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-10-03","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Toast","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-10-03","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Toast","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-10-03","platform_support":["deepseek","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Toast","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Toast","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://hostingconsensusindex.com/datasets/website-builders/restaurant-menus-ordering-reservations/toast.json","page_url":"https://hostingconsensusindex.com/website-builders/restaurant-menus-ordering-reservations/toast","report_type":"fit_review","study_id":"MCI-STUDY-72FDF44DF831","title":"Toast Review for Restaurants with Menus, Online Ordering, and Reservations"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"Hosting Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-10-03 05:09:30.296402+00","research_date":"2026-10-03","source_snapshot_sha256":"22e0c506f1bb7241c825cfa7ac5309bcb0c06c49b1e2cfaf83e88ea2ebee5cda","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":28,"qualified_finalists":10,"ranking_unit":"Website builder platform"},"schema_version":4,"summary":"Toast is a good fit for an independent U.S. restaurant or cafe that is willing to run Toast POS and wants menus, direct online ordering, and reservations in one connected system. Three of the seven platforms that produced fit research named Toast during the ranking stage — OpenAI (rank 1), DeepSeek (rank 4), and Grok (rank 7) — giving Toast an average listed rank of 4.0 and a 42.9% share of included platform responses. The strongest reason to consider it is real-time menu synchronization between the POS, the website, and online ordering, plus commission-free direct ordering. The main…","target_buyer":"An independent restaurant or cafe owner who needs a site handling menu display, food ordering, and table reservations.","topic":{"base_category":"Website Builders","category_criteria":["menu display tools","online ordering integration","reservation system support","mobile usability","setup speed"],"geography":"United States","slug":"best-website-builder-for-restaurants-with-menus-online-ordering-and-reservations","title":"Best Website Builder for Restaurants with Menus, Online Ordering, and Reservations","use_case":"Menus, online ordering, and reservations"}}