Leaderboards

Agentic score leaderboard: Restaurant

An AI assistant needs the menu, and a door on the business's own site that books a table or takes an order. Those that also let it change or cancel score higher.

Those where an agent can book, order or sign up come first, then by agentic score; a real business (matched to its entry on public maps, or proven by its owner) carries a label, and the real businesses' own list is ?real=1. It is not the directory's search order (https://surfingdog.ai/v1/ranking), which cannot be bought.

Order: agentic score, then the most recent check, then domain. How each score is worked out: the published rules. The directory's own order: its rules.

Is your business here? Check yours: free, no sign-up.

This board names 751 businesses.

Each row shows what counts for its kind of business: Yes Partly No

#BusinessAgentic scoreWhat an agent can doChecked
501 Blaque Cigar Loungeblaquecigarlounge.comCigar Lounge, Bar, Restaurant, Black Owned Business, Northwest Huntsville, Food and Beverage 32 · D
2026-10-26
502 The Sweet Divinethesweetdivine.comThe Sweet Divine is a boutique style bakery and coffee bar located in the historic Soulard neighborhood. 32 · D
2026-10-26
503 Two Brothers Smokin' Oak Kitchentbsokonline.comRestaurant · Houston 32 · D
2026-10-26
504 Escuela Verde's Newline Community Cafenewline.cafeRestaurant · Milwaukee 32 · D
2026-10-26
505 Miharu Ice Creammiharuicecream.comHandcrafted, local, and unconventional ice cream in Oakland, delivered to your couch! 32 · D
2026-10-26
506 Lick Ice Creamlickicecream.com.auLick Real Ice Cream, hand made in Brisbane, loads of cream and egg yolk, super creamy and decant, proud… 32 · D
2026-10-26
507 Sweet Kitchensweetkitchenmontclair.comAt Sweet Kitchen we take extreme pride in our ability to discover the most unique flavors worldwide and share… 32 · D
2026-10-26
508 Tamarind Tree Thai Cuisinethetamarindtree.co.ukDiscover authentic Thai and Japanese cuisine at The Tamarind Tree in Norwich City Centre. 32 · D
2026-10-26
509 Sweet Hollow Bakerysweethollowbakery.comRestaurant · Frederick 32 · D
2026-10-26
510 Mas y Menosmasymenos.bizRestaurant · El Paso 32 · D
2026-10-26
511 eisbrunneneisbrunnen.deEisbrunnen ist ein veganer Eis-Shop in der Innenstadt von München. 32 · D
2026-10-26
512 Mirella's Handmade Pastaartedellapasta.comItalian Pastificio. 32 · D
2026-10-26
513 MAX-MORIZmax-moriz.chMAX-MORIZ steht für hausgemachte, vegane Speisen und Getränke und eine entspannte Atmosphäre. 32 · D
2026-10-26
514 District Ice Creamdistricticecream.caRestaurant · London 32 · D
2026-10-26
515 www.anonymouseats.comanonymouseats.comAnonymous Artisan Bites + Coffee Bar is a cafe style bakery serving Itlaian gourmet coffee and delicious… 32 · D
2026-10-26
516 La Cocina Newarklacocinanewark.comFamily-owned authentic Cuban restaurant in Downtown Newark, NJ since 2012. 32 · D
2026-10-26
517 Forno focaccia&moreforno.atForno Forno steht für Wärme, Familie und den authentischen Geschmack Italiens. 32 · D
2026-10-26
518 Hamrick Family Vineyardshamrickfamilyvineyards.comHamrick Family Vineyards - Emporium Shopping in Leesburg FL 32 · D
2026-10-26
519 Paper Fox Coffeepaperfoxcoffee.comPaper Fox Coffee is a multi-roaster shop that focuses on improving the coffee experience! 32 · D
2026-10-26
520 Parker's Bistroparkersbistro.netDiscover the best romantic fine dining in downtown Sioux Falls. 32 · D
2026-10-26
521 With Gustowithgustofulham.comRestaurant · London 32 · D
2026-10-26
522 Grazielabottegasheffield.co.ukWelcome to our authentic Italian bottega located in the heart of Sheffield! 32 · D
2026-10-26
523 Duck Duck Goose Eateryduckduckgoosenz.comRestaurant · Auckland 32 · D
2026-10-26
524 Top Secret Beauty Spa & Academytsbspaacademy.orgDiscover Top Secret Beauty Spa & Academy in Houston, offering expert-led beauty programs and spa services. 32 · D
2026-10-26
525 Xin Ge Go Goxingegogo.comScopri Xinge GoGo a Firenze: raffinati Dim Sum fatti a mano, Baozi, noodles e autentici sapori asiatici… 32 · D
2026-10-26
526 Black Birdbusiness-restaurant.deBLACK BIRD Mannheim: Eventlocation für Seminare & Tagungen sowie Business Restaurant mit Frühstück und… 32 · D
2026-10-26
527 Treats By Arviatreatsbyarvia.comAward-winning gourmet Cheesecake Bakery & Blog serving Raleigh, Durham & Biscoe NC. 32 · D
2026-10-26
528 Devis Donutsdevisdonuts.comDevi's Donuts and Sweets is a family-owned bakery in Long Beach, CA, specializing in handmade vegan donuts… 32 · D
2026-10-26
529 Chatori Galichatorigali.netChatori Gali in Royal Oak, Auckland: Your destination for authentic North Indian street food, chaats, curries… 32 · D
2026-10-26
530 Colorado Grillcoloradogrillrestaurants.comColorado Grill has served Fresno and Clovis since 1998 with made-to-order burgers, shakes and food truck… 32 · D
2026-10-26
531 106 Main106maindurham.com106 Main Downtown Durham Bar Alcohol List with Online Ordering 32 · D
2026-10-26
532 Castle Gymcastlegym.co.ukCastle Gym Nottingham offers 2 floors of strength and cardio training with wall-to-wall Gym80 equipment and… 32 · D
2026-10-26
533 Garlic Clove Indian Restaurantgarlicclove.com.auEnjoy authentic Indian cuisine at Garlic Clove Indian Restaurant in Brisbane. 32 · D
2026-10-26
534 Quanta Caféquanta.cafeAssociant terroir et Asie, Quanta Café sera réveiller vos papilles. 32 · D
2026-10-26
535 Spoons on 13thspoonspdx.comSpoons on 13th is a Portland, OR food cart serving crepes, homemade soups, salads, & wraps quickly and… 32 · D
2026-10-26
536 Carl Ferdinand Röstfabrikcarl-ferdinand.deCarl Ferdinand Röstfabrik, Private Rösterei mit angeschlossenem Café in Düsseldorf-Pempelfort… 32 · D
2026-10-26
537 Legendary Noodlelegendarynoodle.caIn China, noodles are renowned by representing longevity. 32 · D
2026-10-26
538 Legendary Noodle Broadwaylegendarynoodlebroadway.comIn China, noodles are renowned by representing longevity. 32 · D
2026-10-26
539 Corto Limacortolima.comCorto Lima, Lexington's new downtown hotspot with Latin-inspired cuisine by Chef Jonathan Lundy on the corner… 32 · D
2026-10-26
540 Cookie Bliss KCcookieblisskc.comButtercream-frosted sugar cookies for any occasion. 32 · D
2026-10-26
541 Chippy's Omahachippysomaha.comNebraska's only British Fish & Chip Shop, Market & Bakery. 32 · D
2026-10-26
542 Gitanesgitanes.coRestaurant · Ottawa 32 · D
2026-10-26
543 Dream Cafedreamcafedallas.comThe Dream Cafe has been serving up wholesome food in Dallas for almost 40 years. 32 · D
2026-10-26
544 Del Gould Meatsdelgouldmeats.comDel Gould Meats is a family-owned and operated meat processor since 1941. 32 · D
2026-10-26
545 That's My Jamthatsmyjamsf.comThat's My Jam is a Chef Owned Bistro offering beautifully prepared sustainable Brunch, Lunch & Dinner with… 32 · D
2026-10-26
546 Sinner Bunssinnerbuns.netSan Diego's most dangerous cinnamon rolls. 32 · D
2026-10-26
547 La Grecialagrecia.onlinePizza, Gyros Spezialitäten, Imbiss Gerichte und vieles mehr. 32 · D
2026-10-26
548 BARROWbarrowkitchen.comCome and experience Barrow - a unique and beautiful cafe & restaurant in Gold Coast Hinterland with a rustic… 32 · D
2026-10-26
549 Tropical Taste Foodsthetropicaltaste.co.ukTropical Taste Foods is Caribbean Takeaway in Nottingham, providing great tasting Caribbean or Jamaican food… 32 · D
2026-10-26
550 Cullach Brewing Ltdcullachbrewing.co.ukCullach Brewing: craft beer made in the heart of Scotland 32 · D
2026-10-26

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Its totals are this page’s own. It names the agent-ready businesses that allow it, and counts the others without their names. The rank on a business's result page counts every business checked, named or not, in the same order.

A business is named on leaderboards, and its result page may be indexed, once it is agent-ready (askable or above). A local business we found is named once we match its site to its entry on public maps or registers, or its owner proves the site is theirs. Parked, empty or taken-over sites never are. Others are counted, not named. If your site tells AI systems not to use or train on its content, we don't name you or list you publicly.

A score is what was read on a business's own site and doors on the date shown, by the published rules. It is not a certification, and nobody can pay for a score or a place.

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