Every tour operator, attraction and museum in Los Angeles with its own website, scanned the same way. 110 of 111 scanned so far.
businesses in OpenStreetMap
have their own website on record
of reachable sites turn an AI crawler away at the edge
score A or B so far
A 0 · B 2 · C 20 · D 27 · F 61
Scores are provisional where the action test or the citation check is still to come. Methodology · Markdown · JSON.
| none | 79 |
| HTML page | 2 |
| elsewhere | 1 |
| none | 63 |
| own site | 13 |
| third party | 4 |
| vendor on own site | 2 |
| Wordpress | 37 |
| Unknown | 35 |
| Squarespace | 8 |
| Webflow | 1 |
| Wix | 1 |
| Turn at least one away at the edge | 28 |
| Block one in robots.txt | 3 |
| Unreachable from our scanner | 28 |
Counts are over the 82 reachable sites, latest scan of each. Listings come from OpenStreetMap; businesses without a website of their own are counted but not scanned.
Each kind of business is its own index, scanned the same way. This page is the tours, attractions and museums index.
| Kind | Businesses | Own site | Sites scanned | Grades |
|---|---|---|---|---|
| restaurants and fast food | 7,800 | 1,694 | 1,692 | A 205 · B 356 · C 272 · D 149 · F 710 |
| cafes and bars | 1,944 | 530 | 530 | A 24 · B 74 · C 89 · D 68 · F 275 |
| hairdressers and beauty salons | 1,526 | 201 | 201 | A 4 · B 22 · C 37 · D 33 · F 105 |
| dentists, clinics and vets | 1,047 | 252 | 252 | A 2 · B 21 · C 76 · D 63 · F 90 |
| tours, attractions and museums this page | 429 | 111 | 110 | A 0 · B 2 · C 20 · D 27 · F 61 |
A dated page per month, final once the month ends: how many sites turn AI crawlers away, how many take bookings or orders on their own domain, how many score A or B.
| Month | Sites scanned | Turn a crawler away | Direct booking or ordering | A or B |
|---|---|---|---|---|
| October 2026 so far | 110 | 34% | 18% | 2 |
Own one of these? Open its page to rescan or claim it. 15 places you can book or order from directly →
| # | Business | Score | Menu | Direct channel | AI crawlers |
|---|---|---|---|---|---|
| 1 | Schindler House and Studio makcenter.org | B 75% | none | own site | open |
| 2 | Innes House laconservancy.org | B 70% | none | own site | open |
| 3 | Discovery Cube Science Center discoverycube.org | C 68.8% | none | own site | open |
| 4 | LA Plaza De Culturas Y Artes lapca.org | C 68.8% | none | own site | open |
| 5 | Madrona Marsh Nature Center friendsofmadronamarsh.com | C 68.8% | none | own site | open |
| 6 | Nethercutt Museum nethercuttcollection.org | C 68.8% | none | own site | open |
| 7 | South Pasadena Historic Museum sppreservation.org | C 68.8% | none | own site | open |
| 8 | The Japanese Garden thejapanesegarden.com | C 68.8% | none | own site | open |
| 9 | Hollywood Heritage Museum hollywoodheritage.org | C 66.2% | none | third party | open |
| 10 | Kidspace Children's Museum kidspacemuseum.org | C 64.6% | none | none | open |
| 11 | Heritage Square heritagesquare.org | C 63.1% | none | none | open |
| 12 | International Printing Museum printmuseum.org | C 63.1% | none | none | open |
| 13 | Museum of Latin American Art molaa.org | C 63.1% | none | none | open |
| 14 | Flight Path Museum LAX flightpathlax.com | C 61.5% | none | none | open |
| 15 | The Gamble House gamblehouse.org | C 61.5% | none | third party | open |
| 16 | Banning Residence Museum thebanningmuseum.org | C 60% | none | own site | open |
| 17 | Griffith Observatory lacity.gov | C 60% | none | third party | open |
| 18 | Psychiatry: An Industry of Death Museum cchr.org | C 58.8% | none | own site | open |
| 19 | Torrance Art Museum torranceartmuseum.com | C 58.5% | none | none | open |
| 20 | Pasadena Museum of History pasadenahistory.org | C 55.4% | none | none | open |
| 21 | Torrance Historical Society Museum torrancehistoricalsociety.org | C 55.4% | none | none | open |
| 22 | USC Fisher Museum of Art usc.edu | C 55.4% | none | none | open |
| 23 | Griffith Park Train Rides griffithparktrainrides.com | D 53.8% | none | vendor on own site | open |
| 24 | Italian American Museum of Los Angeles iamla.org | D 53.8% | HTML page | none | open |
| 25 | Museum of Death museumofdeath.net | D 53.8% | elsewhere | none | open |
| 26 | Center for Land Use Interpretation clui.org | D 52.5% | none | vendor on own site | open |
| 27 | Haunted Picnic Table 29 pinintheatlas.com | D 50.8% | none | none | open |
| 28 | Los Angeles Maritime Museum lamaritimemuseum.org | D 50.8% | none | none | open |
| 29 | Museum of Flying museumofflying.org | D 50.8% | none | none | open |
| 30 | The Hollywood Museum thehollywoodmuseum.com | D 50.8% | none | none | open |
| 31 | The J. Paul Getty Museum getty.edu | D 50.8% | none | none | open |
| 32 | Valley Relics Museum valleyrelicsmuseum.org | D 50.4% | none | own site | blocked |
| 33 | Madame Tussaud's madametussauds.com | D 50% | none | none | open |
| 34 | Museum of Tolerance museumoftolerance.com | D 49.2% | HTML page | none | open |
| 35 | Point Vicente Interpretive Center rpvca.gov | D 49.2% | none | third party | open |
| 36 | Long Beach Museum of Art lbma.org | D 46.9% | none | none | open |
| 37 | Martial Arts History Museum martialartsmuseum.com | D 45.7% | none | none | blocked |
| 38 | Guinness World Records Museum guinnessmuseumhollywood.com | D 45.1% | none | none | blocked |
| 39 | Academy Museum of Motion Pictures academymuseum.org | D 43.1% | none | none | open |
| 40 | Angels Flight angelsflight.org | D 43.1% | none | none | open |
| 41 | Craft Contemporary craftcontemporary.org | D 43.1% | none | none | open |
| 42 | FIDM Museum And Galleries fidmmuseum.org | D 43.1% | none | none | open |
| 43 | Gallery at REDCAT redcat.org | D 43.1% | none | none | open |
| 44 | Grammy Museum grammymuseum.org | D 43.1% | none | none | open |
| 45 | Hammer Museum ucla.edu | D 43.1% | none | none | open |
| 46 | Levon Travel levontravel.com | D 43.1% | none | none | open |
| 47 | Los Angeles County Museum of Art lacma.org | D 43.1% | none | none | open |
| 48 | The Institute for Art and Olfaction artandolfaction.com | D 43.1% | none | none | open |
| 49 | Edmund D. Edelman Hollywood Bowl Museum hollywoodbowl.com | D 41.6% | none | own site | blocked |
| 50 | African American Firefighter Museum aaffmuseum.org | F 38.5% | none | none | open |
| 51 | Autry Museum of the American West theautry.org | F 38.5% | none | none | open |
| 52 | Birthplace of the Internet uclaconnectionlab.org | F 38.5% | none | none | open |
| 53 | Chinese American Museum camla.org | F 38.5% | none | none | open |
| 54 | Go For Broke National Education Center goforbroke.org | F 38.5% | none | none | open |
| 55 | HIS International Tours his-usa.com | F 38.5% | none | none | open |
| 56 | Hollywood Entertainment Museum seeing-stars.com | F 38.5% | none | none | open |
| 57 | Institute of Contemporary Art, Los Angeles theicala.org | F 38.5% | none | none | open |
| 58 | La Brea Tar Pits and Museum tarpits.org | F 38.5% | none | none | open |
| 59 | Los Angeles Municipal Art Gallery lamag.org | F 38.5% | none | none | open |
| 60 | Lucas Museum of Narrative Art lucasmuseum.org | F 38.5% | none | none | open |
| 61 | Museum of Contemporary Art moca.org | F 38.5% | none | none | open |
| 62 | Natural History Museum of Los Angeles County nhm.org | F 38.5% | none | none | open |
| 63 | Ripley's Believe It or Not! Odditoriums ripleys.com | F 38.5% | none | none | open |
| 64 | Santa Monica Pier santamonicapier.org | F 38.5% | none | none | open |
| 65 | Skirball Cultural Center skirball.org | F 38.5% | none | none | open |
| 66 | Sony Pictures Studio Tour sonypicturesstudiostours.com | F 38.5% | none | none | open |
| 67 | The Broad Museum thebroad.org | F 38.5% | none | none | open |
| 68 | Travel Town Museum traveltown.org | F 38.5% | none | none | open |
| 69 | Centinela Adobe centinelaadobe.org | F 35.4% | none | none | open |
| 70 | Harry Potter and the Forbidden Journey universalstudioshollywood.com | F 35.4% | none | none | open |
| 71 | Lowell Ryan Projects lowellryanprojects.com | F 35.4% | none | none | open |
| 72 | Mister Brainwash Art Museum mrbrainwashartmuseum.com | F 35.4% | none | none | open |
| 73 | Museum of Jurassic Technology mjt.org | F 35.4% | none | none | open |
| 74 | Highland Park Ebell Club ebell-hp.org | F 33.8% | none | none | open |
| 75 | Mariachi Plaza mariachiplazalosangeles.com | F 33.8% | none | none | open |
| 76 | La Plaza United Methodist Church, Museum of Social Justice museumofsocialjustice.org | F 32.8% | none | none | open |
| 77 | Japanese American National Museum janm.org | F 28.2% | none | none | blocked |
| 78 | Museum of Neon Art neonmona.org | F 28.2% | none | none | blocked |
| 79 | Paramount Pictures Studio Tour paramountstudiotour.com | F 20% | none | none | blocked |
| 80 | Ines Tours and Travel inestoursandtravel.com | F 15.4% | none | none | open |
| 81 | Spring Arcade Building springarcadebuilding.com | F 15.4% | none | none | blocked |
| 82 | American Automobile Association aaa.com | F 0% | unreachable | none | blocked |
| 83 | América Tropical Interpretative Center theamericatropical.org | F 0% | unreachable | none | blocked |
| 84 | Barnes & Noble barnesandnoble.com | F 0% | unreachable | none | blocked |
| 85 | Bolton Hall littlelandershistoricalsociety.org | F 0% | unreachable | none | blocked |
| 86 | California Heritage Museum californiaheritagemuseum.org | F 0% | unreachable | none | blocked |
| 87 | California Science Center californiasciencecenter.org | F 0% | unreachable | none | blocked |
| 88 | Forest Lawn Museum forestlawn.com | F 0% | unreachable | none | blocked |
| 89 | Fort MacArthur Museum ftmac.org | F 0% | unreachable | none | open |
| 90 | Griffith Park Merry-Go-Round laparks.org | F 0% | unreachable | none | blocked |
| 91 | Hermosa Beach Historical Society Museum hermosabeachhistoricalsociety.org | F 0% | unreachable | none | blocked |
| 92 | Hollywood Wax Museum hollywoodwaxmuseum.com | F 0% | unreachable | none | blocked |
| 93 | LA Live Steamers hankalapotilas.net | F 0% | unreachable | none | blocked |
| 94 | Larry Edmunds Bookshop larryedmunds.com | F 0% | unreachable | none | blocked |
| 95 | Lighthouse Immersive (Los Angeles) amoeba.com | F 0% | unreachable | none | blocked |
| 96 | Lomita Railroad Museum lomita-rr.org | F 0% | unreachable | none | blocked |
| 97 | MS Travel and Tours mstraveltours.com | F 0% | unreachable | none | open |
| 98 | Manhattan Beach Historical Society manhattanbeachhistorical.org | F 0% | unreachable | none | open |
| 99 | Museum of Selfies museumofselfies.com | F 0% | unreachable | none | open |
| 100 | Norton Simon Museum of Art nortonsimon.org | F 0% | unreachable | none | blocked |
| 101 | Petersen Automotive Museum petersen.org | F 0% | unreachable | none | blocked |
| 102 | Pit 91 bloodspot.com | F 0% | unreachable | none | open |
| 103 | Randy’s Donuts randys-donuts.com · donut | F 0% | unreachable | none | open |
| 104 | Santa Susana Depot santasusannadepot.org | F 0% | unreachable | none | blocked |
| 105 | Skyspace LA hi88com.biz | F 0% | unreachable | none | open |
| 106 | The Best of New Zealand thebestofnewzealand.com | F 0% | unreachable | none | blocked |
| 107 | The Los Angeles Museum of Love losangelesmuseumoflove.com | F 0% | unreachable | none | open |
| 108 | UCLA Athletic Hall of Fame uclabruins.com | F 0% | unreachable | none | open |
| 109 | Vallarta's VIP Travel vallartasviptravel.com | F 0% | unreachable | none | blocked |