Beirut cafes and bars: which businesses can AI agents use?

Ranked by Agent-Direct Score

If one of these is yours, open its page to rescan or claim it. 15 places you can book or order from directly →

How Beirut cafes and bars compares

No web address listed: 77% here, against a median of 53% across 138 indexes of cafes and bars. This is where the city stands out. It ranks 15 of 138.

Website facts come from 63 of the 71 scanned sites (89%). A row only shows once 300 pages and half of the scanned sites have been read, and four in five of the city's websites have been scanned. Every number, with its method and data →

Where assistants send people in Beirut cafes and bars

Of 24 answers from ChatGPT and Gemini, 96% link a business's own site or its booking software and 8% link a marketplace, most often jetlygo.com. The five destinations linked most:

The full league table, assistant by assistant → · The places named, question by question

What assistants recommend in Beirut cafes and bars

Each assistant was asked the way people ask, with web search on, for up to three places and a link to book or order directly with each. For the places it recommended, the table shows how many came with a link to the place's own site, to a marketplace or to a directory, and how many came with no link at all.

Asked on 2026-11-03. A place in this index links to its report, and one with its own site that isn't in the index yet links to a scan. When a cell says "no link", the assistant named the place but didn't link to its site. Across the 12 questions, the assistants named 58 different places. This index has 690 businesses. Question by question →

Beirut cafes and bars, month by month

Each month gets its own dated page, and its numbers are final once the month is over. The table shows the share of sites that turn AI crawlers away, the share that take bookings or orders on their own domain, and how many score A or B.

Beirut cafes and bars, month by month: the chart

From October 2026 to November 2026, the share of sites turning a crawler away fell from 25% to 23%, the share taking bookings or orders on their own domain rose from 14% to 24%, and the number of sites scoring A or B went from 1 to 8 so far.

Beirut, by kind

Each kind of business has its own index, and every index gets the same scan. This page is the cafes and bars index.

37 of them are chain outlets. A chain's site is scanned once and counted once in the rankings.

Can an agent transact in Beirut cafes and bars?

4 of 63 reachable sites expose a rail an agent could transact through: UCP profile 4. Measured, not scored.

A rail is a UCP profile, an ACP discovery document, an MCP server card, or an ordering vendor that takes orders placed by assistants (Square and Toast, and any vendor whose terms allow agents). Counted from the latest scan of each site; older scans were not measured. Methodology · vendor terms for agents.