What is the best culinary tourism & tours platform in 2026?

Based on Catalyst's AI search analysis across ChatGPT, Claude, Gemini, and Perplexity, the top three culinary tourism & tours platforms by voice share are 1) Miamiculinarytours (92.9% voice share), 2) Sidewalkfoodtours (64.3% voice share), 3) Viator (32.1% voice share). Voice share measures how often each vendor is mentioned when buyers ask AI for category recommendations.

Which culinary tourism & tours vendor is most cited by AI assistants?

Miamiculinarytours leads culinary tourism & tours AI citations with 92.9% voice share. When buyers ask ChatGPT, Claude, Gemini, or Perplexity for culinary tourism & tours recommendations, Miamiculinarytours is named in roughly 92.9 of every 100 responses.

How does Catalyst measure AI voice share for culinary tourism & tours vendors?

Catalyst runs 56 standardized buyer-intent queries against ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews. Each query is asked in a fresh session with two buyer personas (decision-maker and practitioner). Voice share = percentage of responses that name each vendor. Full methodology at gotcatalyst.com/aeo-methodology.

AI Voice Share Landscape

Culinary Tourism & Tours

Which vendors are being cited in AI answers when buyers research culinary tourism & tours? Data from 56 AI queries across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

Last measured October 19, 2026 · Methodology

AI Voice Share Leaderboard

Miamiculinarytours92.9%

Sidewalkfoodtours64.3%

Viator32.1%

Secretfoodtours28.6%

Getyourguide21.4%

Cozymeal17.9%

Miamifoodtours10.7%

Bobbysbikehike10.7%

Flavorsofmiami10.7%

Airbnb10.7%

Littlehavanafoodtours10.7%

Guruwalk7.1%

Voice share = % of AI answers that mentioned each vendor across 56 buyer-intent queries. Pipeline estimate based on category query volume × citation CTR (2.5%) × opportunity rate (5%) × estimated ACV. For context only — not audited pipeline figures. Full methodology →

What AI voice share means for culinary tourism & tours vendors

B2B buyers increasingly start vendor research in AI engines. When a buyer asks ChatGPT or Perplexity which culinary tourism & tours vendor to evaluate, the answer shapes their shortlist before they visit a single website. Vendors with high voice share get into consideration sets they didn't have to earn through ads or SEO.

This data is measured via standardized, context-free API calls — the same query sent to each LLM in a fresh session, repeated across 12 buyer-intent prompts. It represents baseline citation behavior, not personalized results.

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Data published by Catalyst GTM. Updated each time a new industry map is rendered. Coefficients and methodology at gotcatalyst.com/aeo-methodology. Voice share is measured at a point in time and does not represent permanent rankings.