AI visibility report

How AI assistants represent California

AI assistants currently present California mainly through its wine country, fine dining and farm-to-table themes.

For tourism marketers: TakeScout tracks how ChatGPT, Claude, Gemini, and Perplexity describe California, based on 947 AI answers, last checked October 13, 2026. How we measure →

California official site ↗

947

Questions asked

1,885

Places identified

Oct 13, 2026

Last checked

Current score 41/100 Average of model agreement and confirmed-open rate — how this score is calculated

3 tracked destinations

across 3 tracked cities in California

2,723

Questions asked

3,218

Places identified

Oct 9, 2026

Last checked

San Francisco

952 places · 870 questions

AI assistants present San Francisco as known for fine dining, authentic local cuisine, waterfront views, and panoramic views.

Los Angeles

1,301 places · 972 questions

AI assistants describe Los Angeles through neighborhood exploration, theme parks, fine dining, and diverse food scene.

San Diego

965 places · 881 questions

AI assistants present San Diego through fine dining, craft beer, and outdoor activities.

Latest findings

San Francisco · Concentration
For Best Luxury Hotels, three properties—The Ritz-Carlton San Francisco, Four Seasons Hotel San Francisco at Embarcadero, and The St. Regis San Francisco—capture 43% of mentions across 12 answers, more than three times the 12.5% share an even split would produce.

How California compares, rolled up

Model agreement

California 13%

Network average 11%

Confirmed-open rate

California 83%

Network average 76%

Presence rate

California 53%

Tracked U.S. cities 31%

California's benchmark numbers averaged across its tracked cities, compared to the network average across all tracked destinations.

Each metric shows two bars: the rolled-up average across California's tracked destinations and the network average for that metric, so you can see how it compares. See how these scores are calculated.

Key takeaways

What this check tells you

Closed places

AI assistants recommend "Meadowood," temporarily closed, in 11 answers by all four AI assistants, alongside permanently closed "Manresa" and "Guerrilla Tacos."

Official site

Perplexity cited visitcalifornia.com, California's official site, in 35 of 60 sourced answers in the October check (58%), up from 43% in August, ranking 25th of 74 tracked U.S. destinations for how often their official site is cited.

Agreement

The AI assistants name the same top pick for 5% of comparable questions about California, below the average of 11% for tracked U.S. destinations.

Generated from this check's data Updated Oct 13, 2026

How AI describes California

AI assistants most often associate California with wine country, fine dining and farm-to-table.

These are the themes that come back most often across the answers tracked for California. Others that recur include California cuisine, unique experiences and coastal views.

Based on the check of October 13, 2026

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How AI sees California

Across the prompts we've tracked, AI most consistently associates California with:

wine country
fine dining
farm-to-table
California Cuisine
Unique Experiences
coastal views
Scenic Drives
desert landscapes
Farm-to-table Dining
culinary culture
diverse landscapes
California culture
Casual Dining
coastal escape
cultural diversity

How California benchmarks

Model agreement

California 5%

Tracked U.S. destinations 11%

Confirmed-open rate

California 76%

Tracked U.S. destinations 80%

Each metric shows two bars: California's rate and the average it is compared with, so you can see how it compares. See how these scores are calculated.

What AI names when travellers ask about California

The places each assistant names most often, by type of traveller question. Evidence for the findings above, not a travel guide.

The French Laundry named in 41 of 46 AI answers

rank #1–#13

Addison named in 32 of 46 AI answers

rank #1–#20

Providence named in 29 of 46 AI answers

rank #1–#14

n/naka named in 26 of 46 AI answers

rank #2–#18

Benu named in 23 of 46 AI answers

rank #1–#6

Post Ranch Inn named in 36 of 42 AI answers

rank #1–#18

Auberge du Soleil named in 35 of 42 AI answers

rank #1–#9

Hotel Bel-Air named in 34 of 42 AI answers

rank #1–#14

The Beverly Hills Hotel named in 32 of 42 AI answers

rank #1–#11

Rosewood Miramar Beach named in 28 of 42 AI answers

rank #1–#12

Yosemite National Park named in 39 of 42 AI answers

rank #1–#17

Alcatraz Island named in 31 of 42 AI answers

rank #2–#11

Golden Gate Bridge named in 31 of 42 AI answers

rank #1–#7

Napa Valley named in 28 of 42 AI answers

rank #3–#22

Disneyland Resort named in 27 of 42 AI answers

rank #2–#20

Auberge du Soleil named in 38 of 43 AI answers

rank #1–#6

Post Ranch Inn named in 36 of 43 AI answers

rank #1–#5

Ventana Big Sur named in 27 of 43 AI answers

rank #1–#8

The San Ysidro Ranch named in 20 of 43 AI answers

rank #1–#9

Farmhouse Inn named in 17 of 43 AI answers

rank #1–#6

Monterey Bay Aquarium named in 39 of 43 AI answers

rank #3–#15

Legoland California named in 38 of 43 AI answers

rank #2–#18

The Exploratorium named in 35 of 43 AI answers

rank #2–#17

San Diego Zoo named in 32 of 43 AI answers

rank #1–#10

Universal Studios Hollywood named in 31 of 43 AI answers

rank #2–#11

In-N-Out Burger named in 33 of 52 AI answers

rank #1–#13

La Taqueria named in 29 of 52 AI answers

rank #1–#19

Tacos El Gordo named in 18 of 52 AI answers

rank #1–#11

El Farolito named in 16 of 52 AI answers

rank #1–#10

Lucha Libre Gourmet Taco Shop named in 14 of 52 AI answers

rank #7–#10

See more categories

Paso Robles named in 20 of 69 AI answers

rank #4–#24

Silver Lake named in 19 of 69 AI answers

rank #1–#19

Dolores Park named in 18 of 69 AI answers

rank #3–#28

Santa Monica Wednesday Farmers Market named in 17 of 69 AI answers

rank #1–#35

Highland Park named in 15 of 69 AI answers

rank #1–#18

Chez Panisse named in 43 of 64 AI answers

rank #1–#10

Tadich Grill named in 41 of 64 AI answers

rank #1–#13

Philippe the Original named in 35 of 64 AI answers

rank #1–#18

Musso & Frank Grill named in 33 of 64 AI answers

rank #2–#11

Guelaguetza named in 31 of 64 AI answers

rank #1–#16

Alcatraz Island named in 51 of 53 AI answers

rank #1–#16

Hearst Castle named in 42 of 53 AI answers

rank #2–#18

Manzanar National Historic Site named in 42 of 53 AI answers

rank #3–#19

Bodie State Historic Park named in 36 of 53 AI answers

rank #1–#12

Mission San Juan Capistrano named in 29 of 53 AI answers

rank #1–#8

Post Ranch Inn named in 32 of 51 AI answers

rank #1–#13

Korakia Pensione named in 27 of 51 AI answers

rank #1–#16

The Surfrider Malibu named in 21 of 51 AI answers

rank #1–#9

Sparrows Lodge named in 18 of 51 AI answers

rank #7–#19

Hotel Drisco Pacific Heights named in 17 of 51 AI answers

rank #1–#8

Bodie State Historic Park named in 35 of 48 AI answers

rank #1–#15

Anza-Borrego Desert State Park named in 29 of 48 AI answers

rank #1–#20

Pinnacles National Park named in 24 of 48 AI answers

rank #1–#15

Alabama Hills named in 23 of 48 AI answers

rank #1–#12

Lost Coast named in 23 of 48 AI answers

rank #1–#17

The French Laundry named in 44 of 47 AI answers

rank #1–#10

Atelier Crenn named in 43 of 47 AI answers

rank #1–#7

Providence named in 43 of 47 AI answers

rank #1–#11

Benu named in 39 of 47 AI answers

rank #1–#7

Single Thread named in 35 of 47 AI answers

rank #1–#11

Glacier Point named in 35 of 45 AI answers

rank #1–#10

Griffith Observatory named in 34 of 45 AI answers

rank #1–#16

Twin Peaks named in 33 of 45 AI answers

rank #1–#26

Tunnel View named in 30 of 45 AI answers

rank #1–#14

Zabriskie Point named in 23 of 45 AI answers

rank #3–#18

Motel 6 named in 21 of 44 AI answers

rank #1–#21

San Francisco named in 15 of 44 AI answers

rank #1–#24

Best Western named in 10 of 44 AI answers

rank #1–#27

HI San Diego Downtown named in 9 of 44 AI answers

rank #1–#13

Old Town Inn named in 9 of 44 AI answers

rank #3–#12

Joshua Tree National Park named in 40 of 44 AI answers

rank #1–#9

Santa Barbara named in 40 of 44 AI answers

rank #1–#12

Monterey and Carmel-by-the-Sea named in 32 of 44 AI answers

rank #2–#20

Napa Valley named in 30 of 44 AI answers

rank #1–#21

Yosemite National Park named in 29 of 44 AI answers

rank #1–#19

Gary Danko named in 30 of 44 AI answers

rank #1–#12

The French Laundry named in 27 of 44 AI answers

rank #1–#21

The Marine Room named in 24 of 44 AI answers

rank #2–#13

Auberge du Soleil named in 20 of 44 AI answers

rank #1–#13

Sierra Mar named in 16 of 44 AI answers

rank #1–#17

California Academy of Sciences named in 33 of 43 AI answers

rank #1–#12

Monterey Bay Aquarium named in 25 of 43 AI answers

rank #2–#23

The Exploratorium named in 24 of 43 AI answers

rank #1–#9

Aquarium of the Pacific named in 20 of 43 AI answers

rank #3–#14

California Science Center named in 20 of 43 AI answers

rank #1–#10

Death Valley National Park named in 33 of 43 AI answers

rank #3–#11

Lake Tahoe named in 33 of 43 AI answers

rank #1–#2

Yosemite National Park named in 33 of 43 AI answers

rank #1–#9

Joshua Tree National Park named in 30 of 43 AI answers

rank #3–#14

Mammoth Mountain named in 21 of 43 AI answers

rank #1–#5

Hotel Del Coronado named in 28 of 42 AI answers

rank #3–#9

Disneyland Hotel named in 23 of 42 AI answers

rank #1–#7

Legoland Hotel named in 21 of 42 AI answers

rank #1–#11

Disney's Grand Californian Hotel & Spa named in 20 of 42 AI answers

rank #1–#7

San Francisco named in 19 of 42 AI answers

rank #4–#15

In-N-Out Burger named in 24 of 42 AI answers

rank #1–#30

The French Laundry named in 24 of 42 AI answers

rank #1–#15

Ferry Building Marketplace named in 19 of 42 AI answers

rank #1–#29

El Farolito named in 12 of 42 AI answers

rank #2–#28

Grand Central Market named in 12 of 42 AI answers

rank #1–#30

Where Perplexity's answers about California come from

Perplexity cited visitcalifornia.com, California's official tourism site, in 35 of 60 answers about California in the October check (58%), up from 43% in August.

The web domains Perplexity's live search pulled most while answering tracked travel questions about California (last 90 days). ChatGPT, Claude and Gemini aren't grounded in our tracking yet. See the network-wide ranking.

How AI assistants represent California

across 3 tracked cities in California

San Francisco

Los Angeles

San Diego

Latest findings

How California compares, rolled up

What this check tells you

AI assistants most often associate California with wine country, fine dining and farm-to-table.

Follow California

How AI sees California

How California benchmarks

What AI names when travellers ask about California

Best Restaurants

Best Luxury Hotels

Must-See Attractions

Best Romantic Hotels

Best Attractions for Families

Best Budget-Friendly Restaurants

Best Local Experiences

Best Local or Traditional Restaurants

Best Historical Attractions

Best Boutique Hotels

Best Hidden Gems

Best Fine-Dining Restaurants

Best Viewpoints

Best Budget Hotels

Best Day Trips

Best Restaurants for Couples

Best Rainy-Day Attractions

Best Winter Experiences

Best Family Hotels

Best Food Experiences

Where Perplexity's answers about California come from

Other U.S. destinations TakeScout tracks

New Orleans

New York City

West Virginia

Charleston

Savannah