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AI Visibility Index · September 2026

Hotels in San Francisco that AI assistants recommend

We asked ChatGPT and Claude the four questions a buyer asks when looking for hotels in San Francisco, three times each, in English, and counted who they named. These are the businesses named in two or more of the 24 answers.

Names are printed as the assistants wrote them. We have not checked that any of them is good, open, or real.

Hotels · San Francisco
46%of answers named 1 Hotel San Francisco
Answers
24
Businesses named
22
Named only once
8
Named by 2+ assistants
13 of 14
Named again on a rerun
66%

Edition September 2026. Download the data

Asked for hotels in San Francisco, ChatGPT and Claude most often named 1 Hotel San Francisco (46% of answers), The Ritz-Carlton, San Francisco (38%) and The Battery (38%). Across 24 answers they named 22 different businesses, 8 of them only once. Each of four buyer questions was asked three times, in English, in September 2026.

The ranking

Share is the fraction of the 24 answers that named a business. The range under it is a 95% confidence interval: where two ranges overlap, the gap between those businesses could be chance.

Hotels in San Francisco named by AI assistants, September 2026
#BusinessShareChatGPTClaudeQuestionsAvg. position
11 Hotel San Francisco46%95%: 28 to 65%50%42%3 of 42.7
2The Ritz-Carlton, San Francisco38%95%: 21 to 57%42%33%3 of 41.9
3The Battery38%95%: 21 to 57%25%50%3 of 42.1
4Hotel Kabuki38%95%: 21 to 57%50%25%2 of 43.1
5Hotel Drisco Pacific Heights33%95%: 18 to 53%25%42%2 of 41
6The St. Regis San Francisco25%95%: 12 to 45%25%25%2 of 42.2
7Four Seasons Hotel San Francisco at Embarcadero25%95%: 12 to 45%25%25%1 of 42.3
8Four Seasons Hotel San Francisco21%95%: 9 to 41%17%25%1 of 41
9The Fairmont San FranciscoAlso written Fairmont San Francisco21%95%: 9 to 41%33%8%2 of 43.2
10Hotel Nikko San Francisco21%95%: 9 to 41%17%25%2 of 43.4
11Mansion on Sutter21%95%: 9 to 41%25%17%1 of 43.6
12The Westin St. Francis San Francisco on Union Square13%95%: 4 to 31%17%8%2 of 41.7
13The Jay, Autograph Collection8%95%: 2 to 26%17%0%1 of 43
14Hyatt Regency San Francisco Downtown SOMA8%95%: 2 to 26%8%8%1 of 43.5

Each assistant column is the share of that assistant's own answers. Questions counts how many of the four produced the name at least once; position is where it came in the answer's list, 1 being first. 8 more names came up in a single answer and are counted above but not listed.

What each assistant said

The same questions, the same number of times, and often different names. Each column is one assistant's top five from the ranking above, with the share of its own answers that named them.

#ChatGPTClaude
11 Hotel San Francisco50%The Battery50%
2Hotel Kabuki50%1 Hotel San Francisco42%
3The Ritz-Carlton, San Francisco42%Hotel Drisco Pacific Heights42%
4The Fairmont San Francisco33%The Ritz-Carlton, San Francisco33%
5The Battery25%Hotel Kabuki25%

Named here? Put it on your site

Every business in the ranking was named in two or more answers. The badge says that and nothing more: no position, because the ranges above do not support one. It links back to this page, so anyone can check.

Named by AI assistants: Hotels in San Francisco, AIGROW AI Visibility Index, September 2026
<a href="https://aigrow.gg/index/hotels/san-francisco"><img src="https://aigrow.gg/badges/index/2026-09/hotels/san-francisco.svg" width="312" height="100" alt="Named by AI assistants: Hotels in San Francisco, AIGROW AI Visibility Index, September 2026"></a>

The questions

Asked word for word, three times each, to every assistant through its API. The prompt is the one the free scan uses. No web search, no location and no chat history, so every answer starts from the same place.

  1. 1What is the best hotel in San Francisco?
  2. 2I'm visiting San Francisco for a weekend. Which hotel would you recommend?
  3. 3Which boutique hotel in San Francisco would you recommend?
  4. 4Which hotel in San Francisco is good for a business trip?

How to read this page

What it measures
Which names these models produce when asked cold, from what they learned in training. It is not a review, a rating or our recommendation, and a business missing here may simply be one the models were never shown.
Why the ranges matter
24 answers is a sample. Asked again next month, most shares will move by a few points; the ranges say how far they could move by chance alone.
One business, several spellings
Branches, legal suffixes and spellings of one business are merged, and the other spellings are printed under its name. Names that might be two businesses are kept apart.
A name is wrong
If a business here is closed, misnamed or yours and you want it removed, tell us. We correct or remove it when the page is next published.

Is your business on this list?

The free scan asks the same assistants the questions your customers ask, scores whether they name you, and lists who they name instead.

Edition September 2026 · data under CC BY 4.0