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Parents asked ChatGPT where to take the kids. 6% of the places it named were local family centers.

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On a rainy day, that share nearly triples, to 17%. The answers lean on pages a local business can get onto, starting with the city's tourism site. How we know: we asked ChatGPT two questions, twice each, in 20 US cities, through its API with web search on October 21, 2026. That's 80 answers.

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What we found

1. Rain changes the answer.

6% vs 17%local centers: kids vs rainy day

Of 701 places ChatGPT named for kids' activities, 42 were local family entertainment centers (6%). Ask for "fun indoor things to do when it's raining" and local family entertainment centers rise to 17% of the places named (88 of 511), with at least one named in all 20 cities. That's the question where a local business can win.

2. The city's tourism website is what ChatGPT reads most.

64 of 80answers cited the city's tourism site

The official visitor bureau site was cited in 64 of 80 answers, in 18 of 20 cities, and tourism sites made up about half of all citations. Tripadvisor was cited in 4 of the 80 answers, Facebook in none. If a business isn't on its city's tourism site, it's missing from the page AI leans on most.

Answers that cited each site (of 80)
City tourism site64
Tripadvisor4
Facebook0

3. The answer moves.

70%of places were named again on a second ask

Only 70% of the places named in one run were named again in the second. Big attractions held their spot (77% repeated); local businesses and chains rotated in and out (57% and 49%).

One real answer: Myrtle Beach

"what are some fun things to do with kids in myrtle beach?"

Myrtle Beach has tons of fun things to do with kids!
Top 10 Fun Things to Do With Kids
1. Ripley's Aquarium
2. WonderWorks (Upside-Down House)
3. Savannah's Playground (FREE!)
4. Alligator Adventure
5. Family Kingdom Amusement Park
6. Broadway Grand Prix
7. EdVenture Children's Museum
8. Myrtle Beach State Park
9. Brookgreen Gardens
10. Stars and Strikes
...
Best Rainy-Day Activities
- Ripley's Aquarium
- WonderWorks
- EdVenture Children's Museum
- Sky Zone Trampoline Park
- Stars and Strikes
- Indoor arcades
Asked October 21, 2026. ChatGPT through its API, with web search, located in Myrtle Beach.Emoji and some lines left out. Every word shown is ChatGPT's.Pages it cited: two Visit Myrtle Beach pages (one is its kids list) and edventure.org.

Missing: Fun Warehouse. It's a local spot with roller skating, laser tag and arcade games. The same day, ChatGPT named it fifth in both of its rainy-day answers for Myrtle Beach. It's on Visit Myrtle Beach's rainy-day list. It isn't on the kids list this answer cited, and it wasn't in either kids' answer. Even the answer's own rainy-day list above skipped it. (We checked both pages on October 22.)

Who's winning, and what they did

Four local businesses ChatGPT named in both runs. We read the pages it cited and their own websites on October 22, 2026. Here's what they have that most others don't.

  • Dezerland Park, Orlando

    Named in all 4 Orlando answers, and first in both rainy-day answers.

    Visit Orlando's indoor attractions page, which ChatGPT cited in 3 of the 4 answers, calls it "the largest option by far" and lists go-karts, axe throwing and "the biggest pinball palace in Florida, ... all under one roof." Its own site's title is "Florida's Largest Indoor Attraction!" Google's AI Overview for the rainy-day question named it too.

  • Knuckleheads, Wisconsin Dells

    Named in all 4 Wisconsin Dells answers, and first in both rainy-day answers.

    It's a featured attraction on Dells.com's attractions page, which ChatGPT cited in 3 of the 4 answers. A local rainy-day guide that ChatGPT also cited names it. Its own site says what it is in one line: an "80,000 square foot indoor entertainment facility."

  • Scene75, Columbus

    Named in all 4 Columbus answers, and third in both rainy-day answers.

    The Columbus tourism pages ChatGPT cited don't list it. A local family guide it cited does: "Scene75 is the nuclear option for a rained-out birthday." Its own homepage says the rainy-day part out loud: "Rain or shine, it's go time" and "weather-proof activities under one roof."

  • Pigeon Forge Snow, Pigeon Forge

    Named in all 4 Pigeon Forge answers, and second in both rainy-day answers.

    Pigeon Forge's official tourism site names it on its rainy-day page ("year-round indoor snow tubing") and on its best indoor attractions page. ChatGPT cited one of those two pages in both rainy-day answers. Its own site's title says what it is: "Indoor Snow Tubing Year-Round," and its homepage adds "It's always 67° inside."

Do this week

  1. Check if you're on your city's tourism things-to-do lists.5 minutesLook for two lists: things to do with kids, and things to do when it rains. ChatGPT cited the city's tourism site in 64 of 80 answers. If you're not on both lists, ask your visitor bureau how to get listed.
  2. Add a rainy-day page to your site.About an hourSay it in plain words: you're indoors, what there is to do, which ages it suits, how long a visit takes, and your hours. Scene75's homepage says "rain or shine." Knuckleheads' says "indoor entertainment facility."
  3. Ask ChatGPT the rainy-day question for your city twice.10 minutesType "what are some fun indoor things to do in [your city] when it's raining?" Then ask again in a new chat. Only 70% of places came back on our second ask, so one check can mislead. Write down who it names and which pages it cites.
  4. Get onto the pages it cites.30 minutesOpen each page from step 3. If you're not on one, write to whoever runs it and ask to be added. Scene75 and Knuckleheads were both on local guides that ChatGPT cited, not only on the tourism site.

City by city

Top three places ChatGPT named for each question (places named in both runs first), and the site it cited most.

City"Fun things to do with kids""Fun indoor things to do when it's raining"Most cited source
Orlando, FLCrayola Experience, Orlando Science Center, SEA LIFE AquariumDezerland Park, Andretti Indoor Karting & Games, WonderWorksvisitorlando.com
Dezerland Park was named in all 4 answers, and first in both rainy-day answers.
Myrtle Beach, SCRipley's Aquarium, WonderWorks, Savannah's PlaygroundWonderWorks, Dave & Buster's, 810 Billiards & Bowlingvisitmyrtlebeach.com
Fun Warehouse and 810 Billiards & Bowling were named in both rainy-day answers, but in neither kids' answer.
Branson, MOSilver Dollar City, WonderWorks, Aquarium at the BoardwalkWonderWorks, Fritz's Adventure, Beyond the Lens!explorebranson.com
No national chain was named. 8 different local centers were named for a rainy day.
Pigeon Forge, TNDollywood, The Island in Pigeon Forge, WonderWorksWonderWorks, Pigeon Forge Snow, The Escape Gamemypigeonforge.com
Pigeon Forge Snow was named in all 4 answers.
Wisconsin Dells, WIGreat Wolf Lodge, Kalahari, Wilderness ResortKnuckleheads, Kalahari, Wizard Questwisdells.com
Knuckleheads was named in all 4 answers, and first in both rainy-day answers.
Las Vegas, NVAdventuredome, Shark Reef Aquarium, High Roller Observation WheelAREA15, Pinball Hall of Fame, Shark Reef Aquariumvisitlasvegas.com
Pinball Hall of Fame was named in all 4 answers.
Dallas, TXPerot Museum of Nature and Science, LEGOLAND Discovery Center, Play Street MuseumMeow Wolf, Activate Games, Dallas Museum of Artvisitdallas.com
For a rainy day, 5 national chains were named and 1 local center, Cidercade, in one run only.
Houston, TXHouston Zoo, Hermann Park, Houston Museum of Natural ScienceMeow Wolf, Cidercade, Houston Museum of Natural Sciencevisithoustontexas.com
No local center in either kids' answer. Cidercade was named second in both rainy-day answers.
Atlanta, GAZoo Atlanta, Georgia Aquarium, Atlanta Botanical GardenYour 3rd Spot, Splatter Studio, High Museum of Artdiscoveratlanta.com
No local center in either kids' answer. Andretti Indoor Karting & Games, a national chain, was named in both.
Phoenix, AZPhoenix Zoo, Desert Botanical Garden, Papago ParkMavrix, iFLY Indoor Skydiving, Museum of Illusionsvisitphoenix.com
Mavrix was named first in both rainy-day answers.
San Antonio, TXYanaguana Garden, Japanese Tea Garden, Brackenridge ParkHopscotch, Andretti Indoor Karting & Games, PINSTACKvisitsanantonio.com
Every citation in all 4 answers went to visitsanantonio.com. No local center in either kids' answer.
Nashville, TNNashville Zoo, Cheekwood Estate & Gardens, Centennial ParkPins Mechanical Co., Game Terminal, The Escape Gamenashvilletourism.org
No local center in either kids' answer. Game Terminal was named in both rainy-day answers.
Denver, COChildren's Museum of Denver, Denver Museum of Nature & Science, Meow WolfMeow Wolf, Punch Bowl Social, Denver Museum of Nature & Sciencevisitdenver.com
No local center in either kids' answer. Three were named for a rainy day, each in one run only.
Charlotte, NCDiscovery Place Science, Discovery Place Kids, ImaginOnPuttery, Pins Mechanical Co., Super Abari Game Baraxios.com
ChatGPT never cited Charlotte's tourism site. Super Abari Game Bar and Victory Lane Karting were named in both rainy-day answers.
Tampa, FLZooTampa at Lowry Park, The Florida Aquarium, Busch Gardens Tampa BayiFLY Indoor Skydiving, Tampa Museum of Art, The Florida Aquariumvisittampabay.com
No local center in either kids' answer. A different local center opened each rainy-day answer: GameTime, then Elev8 Fun.
Chicago, ILNavy Pier, Chicago Children's Museum, Maggie Daley ParkEmporium Arcade Bar, Flight Club, Punch Bowl Socialchoosechicago.com
No local center in either kids' answer. Emporium Arcade Bar was named first in both rainy-day answers.
Columbus, OHColumbus Zoo & Aquarium, COSI, Franklin Park ConservatoryOtherworld, Pins Mechanical Co., Scene75experiencecolumbus.com
Scene75 was named in all 4 answers.
Indianapolis, INThe Children's Museum of Indianapolis, Indiana State Museum, Urban Air Adventure ParkPins Mechanical Co., Atomic Bowl, Newfieldsvisitindy.com
No local center in either kids' answer. Atomic Bowl was named second in both rainy-day answers.
Kansas City, MOKansas City Zoo & Aquarium, Science City, LEGOLAND Discovery CenterPuttery, Topgolf, Nelson-Atkins Museum of Artvisitkc.com
For a rainy day, 9 national chains were named and 4 local centers, none in both runs.
Virginia Beach, VAMount Trashmore Park, Grommet Island Park, First Landing State ParkApex Entertainment, iFLY Indoor Skydiving, Beachside Socialvisitvirginiabeach.com
Motor World was named in both kids' answers. No local center was named in both rainy-day answers.

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How we did it

  • Run on October 21, 2026.
  • Questions, typed the way a person types them: "what are some fun things to do with kids in {city}?" and "what are some fun indoor things to do in {city} when it's raining?"
  • ChatGPT (model "chat-latest" through OpenAI's API, with web search, located in each city), each question asked twice per city: 80 answers.
  • Google AI Overviews through a search data provider (DataForSEO), located in each city: 13 of 40 searches showed an overview, 8 searches failed.
  • Place names taken from each answer in order. Generic activities ("bowling", "escape rooms") were not counted as places.
  • Each place sorted by hand into big attraction, national chain (operating in 3 or more states), local family entertainment center, or other (parks, malls, restaurants). Edge calls are listed in our notes.
  • We read the pages ChatGPT cited for the four winners, the Myrtle Beach answer, and the winners' own websites on October 22, 2026. Pages change, so they may differ from what ChatGPT read the day before.
  • Answers change from one ask to the next; these are a snapshot, not a ranking.

Next month: a new industry

In early November we'll do the same for a different kind of local business: real customer questions, asked to ChatGPT twice, and who it names and why. Subscribe and it comes to your inbox.

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