--- title: Where assistants send people in Florence tours, attractions and museums · The Direct Index url: https://directindex.org/city/florence-tours/assistants?format=md --- [The Direct Index](https://directindex.org/) [Scanner](https://directindex.org/scan)[Cities](https://directindex.org/cities)[Numbers](https://directindex.org/stats)[Rankings](https://directindex.org/rankings)[Search](https://directindex.org/search)[Guides](https://directindex.org/guides)[About](https://directindex.org/about) Assistants · Florence tours, attractions and museums, IT · November 2026 # Where assistants send people in Florence tours, attractions and museums 22 answers from ChatGPT and Gemini, asked on 2026-11-07, 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 14% link a marketplace, most often Booking.com (5%). Fewer than 30 answers, so this share is not compared with other cities. 2 more answers named no place (a question back, or nothing found) and are left out of these shares. 100% of answers link the business's own site or its booking software 14% link a marketplace 5% link Booking.com, the marketplace named most 22 answers, 22 to the questions people ask and 0 about businesses Of the 22 answers to the questions people ask, 100% link a business's own site or its booking software and 14% a marketplace, Booking.com most often. Updated 2026-11-09. [The Florence tours, attractions and museums index](https://directindex.org/city/florence-tours) · [Places named, question by question](https://directindex.org/city/florence-tours/recommended) · [Markdown](https://directindex.org/city/florence-tours/assistants?format=md) · [JSON](https://directindex.org/city/florence-tours/assistants.json) · [Share image](https://directindex.org/og/city/florence-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 22 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 | 22 | **100%** | 11 100% | 11 100% | | Press, guides and forums | press and guides | 5 | **23%** | 0 | 5 45% | | 360cookingclassexperience.com | other site | 2 | **9%** | 2 18% | 0 | | renaioli.it | other site | 2 | **9%** | 1 9% | 1 9% | | accademia.org | other site | 1 | **5%** | 0 | 1 9% | | allofkorea.com | other site | 1 | **5%** | 0 | 1 9% | | b-ticket.com | other site | 1 | **5%** | 0 | 1 9% | | Booking.com | marketplace | 1 | **5%** | 0 | 1 9% | | culturedvoyages.com | other site | 1 | **5%** | 0 | 1 9% | | feelflorence.it | other site | 1 | **5%** | 1 9% | 0 | | florenceforyou.com | other site | 1 | **5%** | 1 9% | 0 | | florencefreetourtale.com | other site | 1 | **5%** | 0 | 1 9% | | florencemediamag.com | other site | 1 | **5%** | 0 | 1 9% | | florencetown.com | other site | 1 | **5%** | 0 | 1 9% | | florencewithlocals.com | other site | 1 | **5%** | 0 | 1 9% | 21 more destinations with fewer answers each are in the JSON. By assistant ## What each assistant does in Florence tours, attractions and museums ChatGPT: answered by gpt-6-luna (11). Gemini: answered by gemini-3.8-flash (11). ### 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 | **100%** | 0% | 0% | 0% | 27 | | Gemini | **78%** | 6% | 0% | 17% | 36 | Question by question ## Who gets named, and with which link Asked on 2026-11-07. 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/florence-tours/recommended/walking-tour) | [Florence Free Tour Tale](https://directindex.org/r/florencefreetourtale.com) own site [Florence Inferno](https://directindex.org/r/florenceinferno.com) own site | [Florence Free Tour Tale](https://directindex.org/r/freewalkingtouritalia.com) own site [Artviva](https://directindex.org/r/artviva.com) own site [Florencetown](https://directindex.org/scan/florencetown.com) own site | | [A food tour this Saturday evening for two, book it.](https://directindex.org/city/florence-tours/recommended/food-tour) | [Streaty](https://directindex.org/scan/streaty.com) own site [Mama Florence](https://directindex.org/scan/mamaflorence.com) own site [Florence City Tours](https://directindex.org/r/florence-city-tours.com) own site | Devour Tours no link Tour to check no link [What it offers](https://directindex.org/scan/devourtours.com) own site [Eating Europe](https://directindex.org/r/eatingeurope.com) own site | | [Skip-the-line tickets for the main museum tomorrow, where do I buy them?](https://directindex.org/city/florence-tours/recommended/museum-tickets) | [Uffizi](https://directindex.org/scan/uffizi.it) own site [Uffizi Galleries](https://directindex.org/scan/uffizi.it) own site [Galleria dell’Accademia](https://directindex.org/r/galleriaaccademiafirenze.it) own site | [Gallerie degli Uffizi](https://directindex.org/scan/uffizi.it) own site [Galleria dellAccademia](https://directindex.org/r/galleriaaccademiafirenze.it) own site [Complesso dellOpera del Duomo](https://directindex.org/scan/duomo.firenze.it) own site Orsanmichele Church no link | | [A bike tour of the city for a family with kids, book for Saturday.](https://directindex.org/city/florence-tours/recommended/bike-tour) | [Florencetown](https://directindex.org/scan/florencetown.com) own site [Florence Bike Tours](https://directindex.org/scan/florencebiketours.it) own site | nothing named | | [A day trip out of the city with a guide this week, tickets online.](https://directindex.org/city/florence-tours/recommended/day-trip) | [Ciao Florence](https://directindex.org/r/ciaoflorence.com) own site [Walkabout Tours](https://directindex.org/scan/walkabouttours.com) own site | Walkabout Tours no link [What it offers](https://directindex.org/scan/walkabouttours.com) own site [CAF Tour & Travel](https://directindex.org/r/caftours.com) own site [Opera della Primaziale Pisana](https://directindex.org/scan/opapisa.it) own site | | [A sunset boat tour tomorrow, I want to book directly.](https://directindex.org/city/florence-tours/recommended/boat-tour) | [Florence Boat Tour / Florencetown](https://directindex.org/scan/florenceboattour.com) own site [Sun Florence Tours](https://directindex.org/scan/sunflorencetours.it) own site | [Arnoboat](https://directindex.org/r/arnoboat.com) own site | | [A wine tasting or vineyard visit this weekend, book for two.](https://directindex.org/city/florence-tours/recommended/wine-tasting) | [San Gimignano Wine Tour](https://directindex.org/r/italyandwine.net) own site [Chianti Vineyard Tour](https://directindex.org/r/italyandwine.net) own site [Poggio La Noce](https://directindex.org/scan/poggiolanoce.com) own site | [Antinori nel Chianti Classico](https://directindex.org/scan/antinori.it) own site [Castello di Verrazzano](https://directindex.org/scan/verrazzano.com) own site [Torre a Cona Wine Estate](https://directindex.org/scan/torreacona.com) own site | | [Kayaking or paddleboarding tomorrow morning, tickets online.](https://directindex.org/city/florence-tours/recommended/kayak) | nothing named | [Firenze Rafting](https://directindex.org/scan/firenzerafting.it) own site [T-Rafting](https://directindex.org/scan/t-rafting.com) own site [Toscana SUP](https://directindex.org/scan/toscanasup.org) own site | | [A private guide for half a day with the family, how do I book one?](https://directindex.org/city/florence-tours/recommended/private-guide) | [Museums Florence](https://directindex.org/scan/museumsflorence.com) own site [FlorenceWalk](https://directindex.org/scan/florencewalk.com) own site [Florence with Us](https://directindex.org/r/florencewithus.com) own site | Key Consideration Regarding Museum Tickets no link Withlocals marketplace Florence With Locals marketplace [Le Gallerie degli Uffizi](https://directindex.org/scan/uffizi.it) own site | | [A ghost or night walking tour tonight, two tickets.](https://directindex.org/city/florence-tours/recommended/night-tour) | [The Dark Side of Florence](https://directindex.org/scan/florencefreetourtale.com) own site [Ghost Exclusive Private Tour of Florence](https://directindex.org/scan/madeoftuscany.it) own site [Guided Evening Walking Tour of Florence](https://directindex.org/scan/italyhiddenexperiences.com) own site | [City Wonders](https://directindex.org/scan/citywonders.com) own site [Free Walking Tour Italia](https://directindex.org/scan/freewalkingtouritalia.com) own site [FlorenceTour](https://directindex.org/scan/florencetour.com) own site | | [A local cooking class this week, book two places.](https://directindex.org/city/florence-tours/recommended/cooking-class) | [Chefactory Cooking Academy](https://directindex.org/scan/chefactory.it) own site [InTavola](https://directindex.org/scan/intavola.org) own site | [MaMa Florence](https://directindex.org/scan/mamaflorence.com) own site [Cucina Lorenzo de’ Medici](https://directindex.org/scan/cucinaldm.com) own site [Pasta Lovers Florence](https://directindex.org/scan/pastaloversflorence.it) own site | | [It's raining. Something fun to book indoors for this afternoon.](https://directindex.org/city/florence-tours/recommended/rainy-day) | [Palazzo Vecchio Museum](https://directindex.org/scan/comune.firenze.it) own site [Museo dell’Opera del Duomo](https://directindex.org/r/duomo.firenze.it) own site | [Leonardo Interactive Museum](https://directindex.org/r/leonardointeractivemuseum.com) own site [Museo Galileo](https://directindex.org/r/museogalileo.it) own site [The Food Studio Florence](https://directindex.org/scan/the-foodstudio.com) own site | 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 2026-11-09. The data is open, and the JSON version of this page has every destination. 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