AI Search in Singapore 2026: Restaurants and Cafés

The ranking: 20 restaurants and cafés by AI visibility

Engine columns show listed citation counts, summed across host variants. One answer can contribute more than once. The panel contains 72 questions and 287 stored answers; AI Overviews has no stored answer for one question, which counts as zero. Score: up to 25 points per engine, with full marks at 24 citations, so scores here run low (how the score works). It is not a quality rating. ”=” marks a shared score; the order within a tie is not a difference in performance. Google rank would be the organic position for “best restaurants singapore” (Ahrefs, 28 August 2026); no venue appears there, hence ”-” throughout. DR is Ahrefs Domain Rating. AI Overview answers dated 15 October to 13 November 2026. Source: e-Alchemists analysis of Ahrefs Brand Radar data, Singapore, November 2026.

Three findings

Who AI cites instead

google.com, mostly links to Google Maps listings, is the single most-cited domain on Google AI Overviews (56 citations), Google AI Mode (53) and ChatGPT (32). Behind it come the food guides. Pooled over the four scored engines, Eatbook has 76 citations, Seth Lui 43, MissLobang 41, Tripadvisor 35 and Chope 30. Hotels and resorts take some of the few business citations. Marina Bay Sands is in ChatGPT’s top 15 (13 citations) and Gemini’s (6), and Hilton Singapore Orchard is in Copilot’s (7). No government site reaches any engine’s top 15.

Google vs AI in restaurants

In Ahrefs’ 28 August 2026 snapshot for “best restaurants singapore”, and its 27 August snapshot for “cafes singapore”, every recorded organic result is a list, guide or forum thread. No restaurant or café site appears, so every venue in this chapter was selected from the AI side. Both Google and the AI engines put third-party lists in front of the venues.

Technical readiness

One panel domain now forwards to a social media profile, so 19 of the 20 homepages could be checked. Of those, 13 publish llms.txt and 3 return an error to a request that identifies itself as GPTBot. All 20 robots.txt checks could be assessed (that domain has no file): fewer than three bar GPTBot or another training crawler from the homepage, and none bars an AI search crawler. One homepage check cannot tell us why any one venue was or was not cited.

The restaurant and café playbook

How this was measured

Ahrefs Brand Radar’s Singapore prompt database held 195 restaurant and café questions that matched our topic terms plus a Singapore or buying modifier. We kept the 72 that ask an engine to name, rank or price places to eat in Singapore (15 mention buffets, 13 cafés and 7 omakase) and dropped questions about a single named venue, other countries and promotions, so this panel is a documented subset rather than every filter match. We counted the citations to each venue’s own website in the 287 stored answers and scored the four main engines out of 25 each. Full method: How we measured this.

Measured, not modelled. The 20 venues were selected from those cited in this panel; this is not a ranking of Singapore’s restaurants.

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