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
651 Pure Milk and Honey Soft Serve Ice Creampuremilkandhoney.comPure Milk and Honey is an ice cream shop. 32 · D
2026-10-22
652 The Tostonthetostoncolombiancuisine.comThe Toston Colombian Cuisine in a friendly atmosphere. 32 · D
2026-10-22
653 The Bep Teahousethebeplouisville.comThe Bep Louisville is home to a wide variety of drinks and bites. 32 · D
2026-10-22
654 Pubwellspubwells.comAn English pub in Little Italy, Ottawa, famous for its pizzas, burgers, cozy atmosphere, and great selection… 32 · D
2026-10-22
655 HanaPa’a Markethanapaamarket.comHawaii's newest poke shop located on the Eastside of Oahu in Koko Marina Shopping Center. 32 · D
2026-10-22
656 Vlad's Emporiumvladsemporium.co.ukVlad's Emporium invites you to the best tabletop gaming cafe and hobby store in Scotland 32 · D
2026-10-22
657 PEPPEpeppe-cucinaitaliana.deWillkommen bei Peppe - Cucina Italiana, der neue Italiener in der Südstadt von Köln. 32 · D
2026-10-22
658 Reyes Mezcaleriareyesmex.comReyes Mezcaleria: a regionally-inspired Mexican restaurant with 150+ agave spirits in Orlando's North Quarter… 32 · D
2026-10-22
659 Dim Sum Go Godimsumgogonyc.comDim Sum Go Go is a Michelin-rated gem nestled in the heart of Chinatown, renowned as the Best Dim Sum in New… 32 · D
2026-10-22
660 Dalbhatdalbhat.deDalbhat , Nepalese Cuisine in Berlin, Craftbeer, handgemachtes Eis am Stiel, 32 · D
2026-10-22
661 Asian Sunday Brunch im ITAEFONGcodung-sushi.deSushi Restaurant in Nürnberg, raffinierte Wagyu-Kreationen mit Rind von Taubertal Wagyu und weiterhin unsere… 32 · D
2026-10-22
662 Terranovaterranovarestaurant.comTerranova es un Restaurante de comida Italiana moderno y ecológico en Valencia, donde puedes encontrar las… 32 · D
2026-10-22
663 Eggs and Salsa Cateringwaynedalecafe.comWaynedale Cafe by Eggs & Salsa is a locally owned, family-run restaurant in Fort Wayne serving authentic… 32 · D
2026-10-22
664 Don Burrito Restaurantdonburritokendall.comLooking for authentic Mexican food? 32 · D
2026-10-22
665 Der Wolf Pasadenathederwolfpasadena.comEnjoy three different dining areas with us at Der Wolf, our main floor, patio and basement lounge. 32 · D
2026-10-22
666 Eat Bar & Patio Haraheriharaheri.caEat Bar & Patio Haraheri is a modern Japanese izakaya restaurant in Vancouver. 32 · D
2026-10-22
667 Taqueria El Asadorelasadorpensacola.comAt Taqueria El Asador, our tacos are the best on the Gulf coast! 32 · D
2026-10-22
668 Japanese kitchen SORA -cafe & Izakaya Tapas-japaneserestaurantsorabeeston.comOrder Online for Takeaway or Book a Table. 32 · D
2026-10-22
669 A LA MODE PIESalamodeseattle.comA la Mode is a neighborhood bakery specializing in handmade pies with three Seattle locations: Ballard… 32 · D
2026-10-22
670 Future Bakeryfuturebakery.comFuture Bakery bakes the best rye bread in Toronto! 32 · D
2026-10-22
671 The Bridge Seattlethebridgeseattle.comNeighborhood Bar and Restaurant | The Bridge Seattle | United States | Delivery 32 · D
2026-10-22
672 COPPER HOUSEcopperhouse.deErlebe asiatisches Live Cooking im Copper House Restaurant & Lounge im Herzen von Hamburg St. 32 · D
2026-10-22
673 Polygon Public House Ltdroseandcrownclapham.comRestaurant · London 32 · D
2026-10-22
674 Arturo Boada Cuisinearturoboadacuisine.comHouston, Texas Best Neighborhood Restaurant, Family owned and operated since 2011. 32 · D
2026-10-22
675 Hudson Bagelshudsonbagels.caWe are Winnipeg's sweetheart bagel shop spreading joy in the community with inspiring bagels, exceptional… 32 · D
2026-10-22
676 Giulianos Italian Fish and Chips Takeawaygiulianos-italianchippy.co.ukGiuliano's Italian Fish and Chip shop and Pizzeria is located in Cumbernauld Village. 32 · D
2026-10-21
677 CAROLINA GIRL CONFECTIONScarolinagirlconfections.comRestaurant · Columbia 32 · D
2026-10-21
678 Il Fornoilfornocaffe.comRestaurant · Santa Monica 32 · D
2026-10-21
679 Sal's Pizzasals.comRestaurant · Lawrence 32 · D
2026-10-21
680 The Harbingertheharbingercafe.comRestaurant · Charleston 32 · D
2026-10-21
681 Sweet Auburn BBQsweetauburnbbq.comRestaurant · Atlanta 32 · D
2026-10-21
682 Quadri Bistrotquadribistrot.itRestaurant · Milano 32 · D
2026-10-21
683 Dröm Bakerydrom.melbourneRestaurant · Bayswater 32 · D
2026-10-21
684 Vanessa's Dumpling Housevanessas.comRestaurant · Brooklyn 32 · D
2026-10-21
685 Big Licksbiglicks.co.ukRestaurant · Glasgow 32 · D
2026-10-21
686 Something Classicsomethingclassic.comRestaurant · Charlotte 32 · D
2026-10-21
687 www.bandung.co.nzbandung.co.nzRestaurant · Auckland 32 · D
2026-10-21
688 Brooklyn Kolachebrooklynkolache.comRestaurant · Brooklyn 32 · D
2026-10-21
689 My Home Bakery / Glasgowmyhomebakery.co.ukRestaurant · Partick 32 · D
2026-10-21
690 Petit Four Patisseriepetitfourpatisserie.co.ukRestaurant · Cardiff 32 · D
2026-10-21
691 Kam Han Szechuan Housekamhan.caRestaurant · Calgary 32 · D
2026-10-21
692 Calcutta Clubcalcutta-club.co.ukRestaurant · Nottingham 32 · D
2026-10-20
693 sous le palmiersouslepalmier.caRestaurant · Montréal 32 · D
2026-10-20
694 Gratogratowpb.comRestaurant · West Palm Beach 32 · D
2026-10-20
695 Oakover Groundsoakovergrounds.com.auRestaurant · Middle Swan 32 · D
2026-10-20
696 Bits & Bites Cafebbckailua.comRestaurant · Honolulu 32 · D
2026-10-20
697 Blattgoldblattgold.hamburgRestaurant · Hamburg 32 · D
2026-10-20
698 tsp. baking companytsplv.comRestaurant · North Las Vegas 32 · D
2026-10-20
699 Bistro Jedynkabistrojedynka.plRestaurant · Gdańsk 32 · D
2026-10-20
700 Game s.r.l.gamefirenze.comRestaurant · Firenze 32 · D
2026-10-20

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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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