What is the best food & beverage tours platform in 2026?

Based on Catalyst's AI search analysis across ChatGPT, Claude, Gemini, and Perplexity, the top three food & beverage tours platforms by voice share are 1) Louisvillefoodtours (84.8% voice share), 2) Secretfoodtours (43.5% voice share), 3) Mintjuleptours (26.1% voice share). Voice share measures how often each vendor is mentioned when buyers ask AI for category recommendations.

Which food & beverage tours vendor is most cited by AI assistants?

Louisvillefoodtours leads food & beverage tours AI citations with 84.8% voice share. When buyers ask ChatGPT, Claude, Gemini, or Perplexity for food & beverage tours recommendations, Louisvillefoodtours is named in roughly 84.8 of every 100 responses.

How does Catalyst measure AI voice share for food & beverage tours vendors?

Catalyst runs 80 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

Food & Beverage Tours

Which vendors are being cited in AI answers when buyers research food & beverage tours? Data from 80 AI queries across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.

Last measured October 11, 2026 · Methodology

AI Voice Share Leaderboard

Louisvillefoodtours84.8%

Secretfoodtours43.5%

Mintjuleptours26.1%

Cozymeal21.7%

Bourbontowntours15.2%

Getyourguide13%

Viator13%

Citytastetours10.9%

Sidewalkfoodtours10.9%

Bourbonhalltours10.9%

Foodtoursofamerica8.7%

Eatwith8.7%

Voice share = % of AI answers that mentioned each vendor across 80 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 food & beverage tours vendors

B2B buyers increasingly start vendor research in AI engines. When a buyer asks ChatGPT or Perplexity which food & beverage 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.