AI Visibility Report: Restaurants in Barcelona, Spain (2024)
Discover which businesses are most visible on ChatGPT, Gemini, and Perplexity in your sector and city.
KEY FINDINGS
Zero restaurants appear across all four major AI platforms, while 67% (14 out of 21 restaurants) appear on only one platform. Even Disfrutar, the highest-scoring restaurant with 82 points, appears on just three of four platforms, revealing massive fragmentation in AI restaurant recommendations for Barcelona.
| # | Business | Appears in | Score |
|---|---|---|---|
| 1 | Disfrutar Carrer de Villarroel, 163 | GPTGemPerpCla | 82/100 |
| 2 | Cinc Sentits Carrer d'Entença, 60 | GPTGemPerpCla | 69/100 |
| 3 | Cocina Hermanos Torres Carrer de Taquígraf Serra, 20, 08014 Barcelona | GPTGemPerpCla | 66/100 |
| 4 | ABaC Restaurant Av. del Tibidabo, 1, 08022 Barcelona | GPTGemPerpCla | 59/100 |
| 5 | Lasarte Carrer de Mallorca, 259 | GPTGemPerpCla | 57/100 |
| 6 | El Celler de Can Roca Carrer de Can Roca, 1, Girona | GPTGemPerpCla | 55/100 |
| 7 | Tickets Avinguda del Paral·lel, 164 | GPTGemPerpCla | 51/100 |
| 8 | Dos Palillos Carrer d'Elisabets, 9, 08001 Barcelona | GPTGemPerpCla | 42/100 |
| 9 | Cal Pep Plaça de les Olles, 8 | GPTGemPerpCla | 39/100 |
| 10 | Can Majó Carrer de l'Almirall Cervera, 34 | GPTGemPerpCla | 33/100 |
| 11 | Gresca Carrer de Provença, 230, 08036 Barcelona | GPTGemPerpCla | 33/100 |
| 12 | Enigma | GPTGemPerpCla | 33/100 |
| 13 | Bar Cañete Carrer de la Unió, 17, 08001 Barcelona | GPTGemPerpCla | 32/100 |
| 14 | Bar Tomás Carrer de Major de Sarrià, 49 | GPTGemPerpCla | 28/100 |
| 15 | Mont Bar Carrer de la Diputació, 220, 08007 Barcelona | GPTGemPerpCla | 28/100 |
| 16 | Casa Rincón de Gràcia Eixample | GPTGemPerpCla | 28/100 |
| 17 | Paco Meralgo Carrer de Muntaner, 171, 08036 Barcelona | GPTGemPerpCla | 24/100 |
| 18 | Sushi 99 Carrer de Muntaner, 99 | GPTGemPerpCla | 19/100 |
| 19 | Cervecería Catalana Mallorca, 236, Eixample | GPTGemPerpCla | 19/100 |
| 20 | El Quim de la Boqueria Mercado de la Boqueria | GPTGemPerpCla | 15/100 |
| 21 | Xemei Passeig de l'Exposició, 85, 08004 Barcelona | GPTGemPerpCla | 15/100 |
Does your restaurante appear?
Check your visibility for freeINTRODUCTION
Barcelona restaurant owners face a new reality: AI platforms like ChatGPT, Gemini, Perplexity, and Claude are increasingly becoming the first touchpoint for dining recommendations. This report analyzes real queries across these four major AI platforms to reveal which Barcelona restaurants achieve visibility and which remain completely invisible.
The data exposes a striking inconsistency problem. Our analysis of restaurant recommendations shows that AI platforms operate with dramatically different datasets and ranking criteria, creating an uneven playing field where even acclaimed establishments struggle to maintain consistent visibility.
For restaurant owners and marketing professionals, understanding AI visibility patterns is crucial as consumers shift from traditional search engines to conversational AI for dining decisions. This report provides concrete data on which restaurants dominate AI recommendations, which platforms favor specific establishments, and what characteristics drive AI visibility in Barcelona's competitive restaurant landscape.
The findings are based on identical queries submitted to ChatGPT, Gemini, Perplexity, and Claude, providing the first comprehensive view of AI restaurant visibility in Barcelona.
AI VISIBILITY ANALYSIS
Distribution by number of AIs
Frequently Asked Questions
How does AI rank restaurants in Barcelona?
AI platforms use different ranking criteria, evidenced by the complete lack of restaurants appearing across all four platforms. Top-ranked restaurants like Disfrutar (score: 82) and Cinc Sentits (score: 69) typically hold Michelin stars and have strong international recognition. The data shows that 67% of restaurants appear on only one platform, indicating each AI uses distinct datasets and weighting factors for cuisine type, reviews, awards, and digital presence.
Why does my business appear in Google but not in ChatGPT?
AI platforms operate independently from Google search results, using separate training data and recommendation algorithms. For example, renowned restaurants like Tickets only appear on ChatGPT (#2) while remaining invisible on Gemini, Perplexity, and Claude. Each AI platform curates recommendations from different sources—ChatGPT may prioritize historical reputation data, while Gemini and Perplexity show preference for contemporary fine dining establishments with recent media coverage.
How often do AI recommendations for restaurants change?
AI recommendations update inconsistently across platforms, with each following different refresh cycles. The data shows dramatic variations between platforms—Disfrutar ranks #1 on both Gemini and Perplexity but #3 on ChatGPT, suggesting different update frequencies. Restaurant owners should monitor multiple platforms regularly, as changes in one platform don't correlate with changes in others, evidenced by the 0% consistency rate across all four platforms.
What type of Barcelona restaurants get the most AI visibility?
Michelin-starred contemporary restaurants dominate AI recommendations. The top five restaurants (Disfrutar, Cinc Sentits, Cocina Hermanos Torres, ABaC Restaurant, and Lasarte) all hold Michelin recognition and focus on innovative Catalan cuisine. Traditional establishments struggle—Cal Pep, despite local popularity, only appears on two platforms with lower rankings (#8). This pattern suggests AI platforms favor restaurants with extensive international media coverage and digital presence over neighborhood institutions.
Why do some famous restaurants appear on only one AI platform?
Platform fragmentation creates arbitrary visibility gaps. El Celler de Can Roca ranks #1 on ChatGPT (score: 55) but appears nowhere else, while Enigma only surfaces on Perplexity (#6). This occurs because each AI platform uses different data sources and training methods. ChatGPT shows the broadest coverage with 8 restaurants, while other platforms maintain more selective databases. The 67% single-platform appearance rate demonstrates that AI recommendation systems remain largely disconnected from each other.
Find out if AIs recommend your business
Check for freeSource: ChatGPT, Gemini, Perplexity, Claude · Updated: 02/04/2026