---
title: Where assistants send people in Beirut tours, attractions and museums · The Direct Index
url: https://directindex.org/city/beirut-tours/assistants
---

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 Assistants · Beirut tours, attractions and museums, LB · November 2026

# Where assistants send people in Beirut tours, attractions and museums

23 answers from ChatGPT and Gemini, asked on 2026-11-03, to the questions people ask and to questions about the top businesses in the index. 100% of them link a business's own site or its booking software, and 35% link a marketplace, most often GetYourGuide (13%).

Fewer than 30 answers, so this share is not compared with other cities.

1 more answer named no place (a question back, or nothing found) and is left out of these shares.

100%

of answers link the business's own site or its booking software

35%

link a marketplace

13%

link GetYourGuide, the marketplace named most

23

answers, 23 to the questions people ask and 0 about businesses

Of the 23 answers to the questions people ask, 100% link a business's own site or its booking software and 35% a marketplace, GetYourGuide most often.

Updated 2026-11-03. [The Beirut tours, attractions and museums index](https://directindex.org/city/beirut-tours) · [Places named, question by question](https://directindex.org/city/beirut-tours/recommended) · [Markdown](https://directindex.org/city/beirut-tours/assistants?format=md) · [JSON](https://directindex.org/city/beirut-tours/assistants.json) · [Share image](https://directindex.org/og/city/beirut-tours/assistants.png) · [All cities](https://directindex.org/assistants).

 League table

## The destinations, most linked first

Each row is a place an answer can send people. Share is the percentage of all 23 answers that link to it. Each assistant's column counts only that assistant's answers.

| Destination | Kind | Answers | Share | ChatGPT | Gemini |
| --- | --- | --- | --- | --- | --- |
| **The businesses' own sites** | own site | 23 | **100%** | 11 100% | 12 100% |
| Press, guides and forums | press and guides | 12 | **52%** | 3 27% | 9 75% |
| Wikipedia | directory | 6 | **26%** | 0 | 6 50% |
| tourandhotels.com | other site | 4 | **17%** | 0 | 4 33% |
| GetYourGuide | marketplace | 3 | **13%** | 0 | 3 25% |
| kupi.com | marketplace | 3 | **13%** | 0 | 3 25% |
| lebtivity.com | other site | 3 | **13%** | 0 | 3 25% |
| museebeyrouth-liban.org | other site | 3 | **13%** | 0 | 3 25% |
| alternative-beirut.com | other site | 2 | **9%** | 0 | 2 17% |
| evendo.com | marketplace | 2 | **9%** | 0 | 2 17% |
| jetlygo.com | marketplace | 2 | **9%** | 0 | 2 17% |
| sightseeinglebanon.com | other site | 2 | **9%** | 1 9% | 1 8% |
| 7seas-marine.com | other site | 1 | **4%** | 1 9% | 0 |
| agendaculturel.com | other site | 1 | **4%** | 0 | 1 8% |
| artisansofleisure.com | other site | 1 | **4%** | 0 | 1 8% |

35 more destinations with fewer answers each are in the JSON.

 By assistant

## What each assistant does in Beirut tours, attractions and museums

ChatGPT: answered by gpt-6-luna (11).

Gemini: answered by gemini-2.5-flash (12).

### Places named when people ask

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. The table shows how many of the places it named came with a link to the place's own site, to a marketplace or to a directory, or with no link at all.

| Assistant | Own site or direct | Marketplace | Directory | No link | Places |
| --- | --- | --- | --- | --- | --- |
| ChatGPT | **96%** | 0% | 0% | 4% | 23 |
| Gemini | **63%** | 4% | 0% | 33% | 49 |

 Question by question

## Who gets named, and with which link

Asked on 2026-11-03. A place in this index links to its report. A place with its own site that isn't in the index yet links to a scan. "No link" means the assistant named the place but didn't link its site. Each question links to the full list of places named.

| Question | ChatGPT | Gemini |
| --- | --- | --- |
| [A walking tour on Sunday morning with tickets online.](https://directindex.org/city/beirut-tours/recommended/walking-tour) | [Alternative Beirut](https://directindex.org/scan/alternative-beirut.com) own site
[City Sightseeing Lebanon](https://directindex.org/scan/sightseeinglebanon.com) own site
[Sursock Museum](https://directindex.org/scan/sursock.museum) own site | [Alternative Beirut](https://directindex.org/scan/alternativebeirut.com) own site
National Museum of Beirut no link
[Sursock Museum](https://directindex.org/scan/sursock.museum) own site |
| [A food tour this Saturday evening for two, book it.](https://directindex.org/city/beirut-tours/recommended/food-tour) | Street Foodies no link
[Walking Beirut](https://directindex.org/scan/walkingbeirut.com) own site | Civitatis marketplace
[Pelago](https://directindex.org/scan/pelago.events) own site
[National Museum of Beirut](https://directindex.org/scan/nationalmuseum.gov.lb) own site
[MIM Mineral Museum](https://directindex.org/scan/mim.museum) own site |
| [Skip-the-line tickets for the main museum tomorrow, where do I buy them?](https://directindex.org/city/beirut-tours/recommended/museum-tickets) | [National Museum of Beirut](https://directindex.org/scan/culture.gov.lb) own site | National Museum of Beirut no link
Skip-the-line tickets no link
[Sursock Museum](https://directindex.org/scan/sursock.org) own site
[MIM Mineral Museum](https://directindex.org/scan/mim.museum) own site |
| [A bike tour of the city for a family with kids, book for Saturday.](https://directindex.org/city/beirut-tours/recommended/bike-tour) | [Lebanon By Bike](https://directindex.org/scan/lebanonbybike.com) own site | Beirut by Bike no link
[City Sightseeing Beirut](https://directindex.org/scan/citysightseeing.com.lb) own site
Beirut Corniche and Waterfront no link
Horsh Beirut no link |
| [A day trip out of the city with a guide this week, tickets online.](https://directindex.org/city/beirut-tours/recommended/day-trip) | [City Sightseeing Lebanon](https://directindex.org/scan/sightseeinglebanon.com) own site
[Beirut Daily Tours](https://directindex.org/scan/beirutdailytours.com) own site
[Lebanon Adventures](https://directindex.org/scan/lebanonadventures.com) own site | [Discover Lebanon Tours](https://directindex.org/scan/discoverlebanontours.com) own site
[Nakhal](https://directindex.org/scan/nakhal.com) own site
[ToursbyNass](https://directindex.org/scan/toursbynass.com) own site |
| [A sunset boat tour tomorrow, I want to book directly.](https://directindex.org/city/beirut-tours/recommended/boat-tour) | [SKI Lebanon](https://directindex.org/scan/skileb.com) own site | Beirut Sunset Cruise no link
[National Museum of Beirut](https://directindex.org/scan/nationalmuseum.gov.lb) own site
[AUB Archaeological Museum](https://directindex.org/scan/aub.edu.lb) own site |
| [A wine tasting or vineyard visit this weekend, book for two.](https://directindex.org/city/beirut-tours/recommended/wine-tasting) | [Reserve Ammiq — Gemmayze shop](https://directindex.org/scan/reserveammiq.com) own site | [Château Ksara](https://directindex.org/scan/chateauksara.com) own site
[Château Kefraya](https://directindex.org/scan/chateaukefraya.com) own site
[Domaine des Tourelles](https://directindex.org/scan/domainedestourelles.com) own site |
| [Kayaking or paddleboarding tomorrow morning, tickets online.](https://directindex.org/city/beirut-tours/recommended/kayak) | nothing named | Sporting Club Beach no link
[Website (for information)](https://directindex.org/scan/sportingclubbeach.com) own site
[National Museum of Beirut](https://directindex.org/scan/beirutnationalmuseum.com) own site
To buy tickets no link |
| [A private guide for half a day with the family, how do I book one?](https://directindex.org/city/beirut-tours/recommended/private-guide) | [Sursock Museum](https://directindex.org/scan/sursock.museum) own site
[Banque du Liban Museum](https://directindex.org/scan/bdl.gov.lb) own site | How to Book a Private Guide no link
ToursByLocals marketplace
National Museum of Beirut no link
[Link to own website](https://directindex.org/scan/beirutnationalmuseum.org) own site |
| [A ghost or night walking tour tonight, two tickets.](https://directindex.org/city/beirut-tours/recommended/night-tour) | [Tourleb](https://directindex.org/scan/tourleb.org) own site
[Alternative Beirut](https://directindex.org/scan/alternative-beirut.com) own site
[CitySightseeing Lebanon](https://directindex.org/scan/sightseeinglebanon.com) own site | [Alternative Beirut](https://directindex.org/scan/alternativebeirut.com) own site
Booking Information no link
[Beirut Urban Tours](https://directindex.org/scan/votura.com) own site |
| [A local cooking class this week, book two places.](https://directindex.org/city/beirut-tours/recommended/cooking-class) | Lamina’s Kitchen own site
[Maroun Chedid Cooking Academy](https://directindex.org/scan/marounchedid.com) own site
[Hussein Hadid](https://directindex.org/scan/husseinhadid.com) own site | [Tawlet Beirut](https://directindex.org/scan/soukeltayeb.com) own site
[Lamias Kitchen](https://directindex.org/scan/airkitchen.me) own site
[National Museum of Beirut](https://directindex.org/scan/beirutnationalmuseum.org) own site
[Sursock Museum](https://directindex.org/scan/sursock.museum) own site |
| [It's raining. Something fun to book indoors for this afternoon.](https://directindex.org/city/beirut-tours/recommended/rainy-day) | [PlayerOne Lebanon](https://directindex.org/scan/playeronelb.com) own site
[BloodMoon Escape Room](https://directindex.org/scan/bloodmoonescape.com) own site
[Cosmocity](https://directindex.org/scan/cosmocity.me) own site | [National Museum of Beirut](https://directindex.org/scan/beirutnationalmuseum.org) own site
[Sursock Museum](https://directindex.org/scan/sursock.museum) own site
Escape Games Beirut no link |

 Method

## How this is counted

Everything here is counted in answers, using the latest answer from each assistant to each question, asked with web search on. Some questions are the ones people ask ("best pizza delivered right now", "book me a table for Saturday"). The others are three questions about each of the top-ranked businesses in the index: the official website, where to book and where to order. Every link in an answer is read. A destination counts once for each answer that links to it, whether as the place to book or as a source the assistant cited. So each share is the share of answers that link that destination, and the shares don't add up to 100%.

All the businesses' own sites share 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) count as directories, even where the scanner files them with the marketplaces. Newspapers, magazines, guides, forums and tourism sites share one row. Anything left is listed by its registered domain, and a model sorts each of those unknown hosts once into directory, press, marketplace, vendor, business or other, with the reason shown. Text that only looks like a host because a space is missing ("them.here") is dropped. Business names are matched against the index. A place that isn't in the index links to a scan of its site, if the assistant gave one.

Updated 2026-11-03. The data is open, and the JSON version of this page has every destination. [Methodology](https://directindex.org/methodology).

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Business listings come from OpenStreetMap contributors, under the ODbL. Scores are published under the same licence.

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