36 answers from ChatGPT, Claude and Gemini, asked on 2026-10-16 the way people ask and about the top businesses of the index. 94% of the answers link a business's own site or its booking software; 22% link a marketplace, most often Deliveroo (17%).
of answers link the business's own site or its booking software
link a marketplace
link Deliveroo, the marketplace named most
answers: 36 to the questions people ask, 0 about businesses
Of the 36 answers to the questions people ask: 94% link a business's own site or its booking software, 22% a marketplace (Deliveroo most).
Updated 2026-10-17. The Abu Dhabi index · Places named, question by question · Markdown · JSON · Share image · All cities.
Each row is a place an answer can send people. The share is the share of all 36 answers that link it; the columns per assistant count that assistant's answers.
| Destination | Kind | Answers | Share | ChatGPT | Claude | Gemini |
|---|---|---|---|---|---|---|
| The businesses' own sites | own site | 34 | 94% | 12 100% | 10 83% | 12 100% |
| Press, guides and forums | press and guides | 12 | 33% | 1 8% | 2 17% | 9 75% |
| Deliveroo | marketplace | 6 | 17% | 0 | 2 17% | 4 33% |
| directory | 6 | 17% | 0 | 0 | 6 50% | |
| Michelin Guide | directory | 4 | 11% | 0 | 1 8% | 3 25% |
| Talabat | marketplace | 3 | 8% | 0 | 0 | 3 25% |
| directory | 2 | 6% | 0 | 1 8% | 1 8% | |
| SevenRooms | vendor, direct | 2 | 6% | 0 | 1 8% | 1 8% |
| thegalleria.ae | directory Mall website hosting a tenant list and directory of shops and restaurants. | 2 | 6% | 0 | 0 | 2 17% |
| Apple Maps | directory | 1 | 3% | 0 | 0 | 1 8% |
| careem.com | marketplace A multi-service platform facilitating ride-hailing, food delivery, and local services. | 1 | 3% | 0 | 0 | 1 8% |
| chatfood.io | vendor, direct An online ordering and digital menu platform for hospitality businesses. | 1 | 3% | 0 | 0 | 1 8% |
| drivu.co | vendor, direct An app and tech service enabling drive-thru pickup and curbside ordering for businesses. | 1 | 3% | 0 | 1 8% | 0 |
| dxboffplan.com | directory A real estate portal and property directory listing off-plan developments in Dubai. | 1 | 3% | 0 | 0 | 1 8% |
| happycow.net | directory A global directory and review platform for vegan and vegetarian restaurants. | 1 | 3% | 0 | 0 | 1 8% |
10 more destinations with fewer answers each are in the JSON.
Each assistant was asked the way people ask, with web search on, for up to three places and a link to book or order with each one directly. Of the places it named, how many came with a link to the place's own site, a marketplace, a directory, or no link.
| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
|---|---|---|---|---|---|
| ChatGPT | 89% | 0% | 0% | 11% | 38 |
| Claude | 65% | 13% | 6% | 16% | 31 |
| Gemini | 81% | 3% | 0% | 17% | 36 |
Asked on 2026-10-16. A place in this index links to its report; a place with a site of its own that is not in the index yet links to a scan; "no link" means the assistant named it but gave no link to its site. Each question links to the full list of places named.
The unit is an answer: the latest answer to each question from each assistant, asked with web search on. The questions are the ones people ask ("best pizza delivered right now", "book me a table for Saturday") and three questions about each of the top-ranked businesses of the index (the official website, where to book, where to order). Every link in an answer is read; a destination counts once per answer that links to it, whether as the place to book or as a source the assistant cited, so the shares say "answers that link this destination" and do not add up to 100%.
Destinations: the businesses' own sites are one row, whatever the business; a booking or ordering vendor on the business's own domain counts as direct; marketplaces and directories are named; listing, review and map sites (Tripadvisor, Google Maps, Yelp) are directories even where the scanner files them with the marketplaces; newspapers, magazines, guides, forums and tourism sites are one row; what is left is listed by registered domain, and a model classifies those unknown hosts once each into directory, press, marketplace, vendor, business or other, with the reason shown. A fragment that looks like a host because a space is missing ("them.here") is dropped. Business names are matched against the index; a place that is not in the index links to a scan of its site when the assistant gave one.
Updated 2026-10-17. Open data: the JSON twin of this page carries every destination. Methodology.
