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
| # | Business | Agentic score | What an agent can do | Checked |
|---|---|---|---|---|
| 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 |
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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