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
601 Didier & Brigittedidieretbrigitte.comDiddier & Brigitte est une pizzeria marseillaise qui vous régale depuis 3 générations. 32 · D
2026-10-26
602 The Sea Startheseastarsf.comThe Sea Star has a vibrant cocktail menu, rotating local beer taps, and the best bartenders around. 32 · D
2026-10-26
603 Rocking K Market Bar & Restaurantrockingk.orgRocking k Market Bar and Restaurant, A local stop and shop where our lovely customers can gather for… 32 · D
2026-10-26
604 Niu Japanese Fusion Loungeniusushi.comRestaurant · Chicago 32 · D
2026-10-26
605 Lounge Coffee Bar & Cafeloungecoffeebarandcafe.co.ukLOUNGE COFFEE BAR AND CAFE | ECKINGTON | SHEFFIELD | ENGLAND | Bistro Food | Bespoke Cocktails | Original… 32 · D
2026-10-26
606 Zeynos Kebabzeynos.dkZeynos kebab er en restaurant som tilbyder tyrkisk inspireret mad. 32 · D
2026-10-26
607 7 Spice7spicebelfast.onlineQuality Indian Food by 7 Spice is the best Indian food In Belfast. 32 · D
2026-10-26
608 Bao Dumplings & BaoTeabaodumplingsandbaotea.comBao Dumplings & Bao Tea 寶餃寶茶 | Authentic Homemade Dumpling Restaurant | Chinese Cuisine | Refreshing Fuit Tea… 32 · D
2026-10-26
609 ChoiceBrooklyn.comchoicebrooklyn.comFamily-owned café since 2005. 32 · D
2026-10-26
610 Zuri's Gourmet Donutzzurisgourmetdonutz.comZuri's Gourmet Donutz ~ The best designed donutz you'll ever experience ~ Donut Mind If I Do (Gluten-Free &… 32 · D
2026-10-26
611 The Olde English Creamerytheoldeenglishcreamery.comRestaurant · Pensacola 32 · D
2026-10-26
612 Tapastick Amzeitapastick.comTapastick is a new restaurant in the heart of Bucharest serving tapas & cocktails that are meant to amaze… 32 · D
2026-10-26
613 Myrtle Restaurantmyrtlerestaurant.comMyrtle Restaurant is a Modern European restaurant with an Irish influence in Chelsea, London, owned by chef… 32 · D
2026-10-26
614 Barrel and Tapsbarrelandtaps.comBarrel & Taps in Grandview Heights is your destination for brews and bourbon. 32 · D
2026-10-26
615 Sushi Bar & Café URAMAKIYAsamuraitakeaway.comTraditionelles Sushi und kreative japanische Küche. 32 · D
2026-10-26
616 Mil Manjares Colombiamilmanjares.comAquí disfrutarás de la auténtica comida colombiana elaborada por tus paisanos, utilizando técnicas y recetas… 32 · D
2026-10-26
617 23|Kitchens23kitchens.com23|Kitchens combines a world-class pickleball courts, with a variety of backyard games including cornhole… 32 · D
2026-10-26
618 Antico Arturoanticoarturo.comThin Crust Square Pizza Take out Best pizza in Summit 32 · D
2026-10-26
619 Hollywood Cleanershollywoodcleanerssi.comHollywood Cleaners is your trusted choice for professional dry cleaners in Staten Island, NY. 32 · D
2026-10-26
620 The Green Cat Bakerythegreencatbakery.comCafe-Bakery in Eglinton Village 32 · D
2026-10-26
621 Dark Horse Saloondarkhorsesaloondansville.comDark Horse Saloon - Great Food, Great Drinks, Great Atmosphere BBQ 32 · D
2026-10-26
622 Lizzie McNeill's Irish Publizziemcneills.comLizzie McNeill's Irish Pub is your friendly, neighborhood bar that includes beautiful views of the Chicago… 32 · D
2026-10-25
623 Tackle Box Brewingtackleboxbrewing.comTackle Box Brewing Company is your ultimate destination for craft beers, home brewed hard seltzers, and… 32 · D
2026-10-25
624 Swarg GmbH & Co. KGswarg.deIndisches Restaurant in Bamberg. 32 · D
2026-10-25
625 Mountain Perks Espresso Bar and Cafemtnperks.comWelcome to Mountain Perks! 32 · D
2026-10-25
626 Il Grano d'oropizzeriailgranodoro.comRestaurant · San Nicolò 32 · D
2026-10-25
627 River Ridge Wineryriverridgewinery.comShop online River Ridge Winery's handcrafted wines. 32 · D
2026-10-25
628 Sperling im Augartensperling.wienRestaurant Sperling im Augarten in 1020 Wien: Frühstück, Mittag- und Abendessen mit österreichischen Wurzeln… 32 · D
2026-10-25
629 A Portuguese Love Affairaportugueseloveaffair.co.ukAll things Portuguese from traditional to contemporary. 32 · D
2026-10-24
630 Les Salinesles-salines.frLa Résidence Les Salines est un Appart'Hotel, résidence de tourisme et restaurant sur l'île d'Oléron 32 · D
2026-10-24
631 Lost River Co-op & Cafelostrivercoopcafe.comLost River Co-op and Cafe is a community-owned grocery and cafe located at Paoli, Indiana. 32 · D
2026-10-24
632 LALTROBAFFO BY LB FACTORY SRLlaltrobaffo.comQuesta è la storia di una famiglia, di una città di mare e di un piccolo ristorante, LaltroBaffo, diventato… 32 · D
2026-10-24
633 The 30 Birdthe30bird.comRestaurant · Bowling Green 32 · D
2026-10-24
634 Greyhound Taverngreyhoundtavern.comDiscover Greyhound Tavern in Fort Mitchell, Northern Kentucky's most award-winning restaurant, for a… 32 · D
2026-10-24
635 Haven Edgewaterhavenedgewater.comNamed by Architectural Digest as "One of The World's 16 Most Spectacular Waterfront Restaurants", Haven… 32 · D
2026-10-24
636 Owl & Larkowlandlark.comSharing nutritious food is our passion. 32 · D
2026-10-24
637 James Joyce Irish Pubthejamesjoyceirishpub.comGreat authentic Irish Pub with great Guinness and great craic James Joyce Irish Pub 32 · D
2026-10-24
638 Nútrí Açaí Barnutri.isVelkomin á Nútrí Health Bar. 32 · D
2026-10-24
639 Osei-Tutu Dermatologyosei22derm.comOsei-Tutu Dermatology & Hair Restoration specializes in non-surgical and surgical hair loss therapies. 32 · D
2026-10-24
640 Eruption Brewingeruptionbrewing.comEruption is a locally owned microbrewery, restaurant & brewbar in the heart of historic Lyttelton. 32 · D
2026-10-24
641 Le Foulardlefoulard.beBij Le Foulard kunt u terecht voor : warme lunch - dagschotels - kip aan het spit - bereide gerechten - verse… 32 · D
2026-10-24
642 Mortgage Apple Cakes. LLCmaccakes.comMoist, delicious, and made with fresh, juicy apples and organic sugars and spices – Angela Logan's Mortgage… 32 · D
2026-10-24
643 Sushi Muranówsushimuranow.plRestauracja sushi w Warszawie — zamów sushi z dostawą, na wynos lub na miejscu. 32 · D
2026-10-24
644 Cotton & Snowcottonandsnow.comCotton & Snow offers Boozy and Non-alcoholic Shaved Ice with over 100 different flavors! 32 · D
2026-10-24
645 peasant cheesepeasantcheese.comat peasant cheese our cheese case holds over 120 different cheeses from around the world. 32 · D
2026-10-23
646 Geescakesgeescakes.comGeescakes - Artisan, Delicious, Flavorful, Miniature Cheesecakes for All Occasions! 32 · D
2026-10-23
647 OTTI CHIIottichii.deOTTI CHII serviert tagsüber das feinste Banh Mi in Hamburg Altona und abends eine kreative Dinner Karte aus… 32 · D
2026-10-23
648 The French Oven Bakeryfrenchoven.co.ukThe French Oven Bakery in Newcastle Upon Tyne.We are passionate about baking and are well known for French… 32 · D
2026-10-23
649 Joli Tagesbarjolitagesbar.deRestaurant · Frankfurt am Main 32 · D
2026-10-23
650 Pure Milk and Honey Soft Serve Ice Creampuremilkandhoney.comPure Milk and Honey is an ice cream shop. 32 · D
2026-10-22

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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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