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
451 Hudson Brewinghudsonbrewing.com.auHudson Brewing is a locally owned, family operated and independent craft brewery serving fresh and… 32 · D
2026-10-26
452 Old Southeast Market LLCtheoldsoutheastmarket.comOld Southeast Market provide fresh, fast Poke without sacrificing taste, health, and quality. 32 · D
2026-10-26
453 Wisteria Tea Room & Caféwisteriatearoom.comLocated in Fort Myers, Wisteria Tea Room & Cafe invites you to enjoy an authentic taste of tea experience. 32 · D
2026-10-26
454 B.A.B.S. A Go-Go!babsago-go.comB.A.B.S. 32 · D
2026-10-26
455 Zunftwirtschaftzunftwirtschaft.infoThe restaurant Zunftwirtschaft in the Arminiusmarkthalle stands for sustainable enjoyment, fresh preparation… 32 · D
2026-10-26
456 El Palenqueelpalenquenm.comCome and try a taste of traditional Mexican home cooking, at El Palenque. 32 · D
2026-10-26
457 Old Original Bookbinder'sbookbindersrichmond.comFor three generations, Old Original Bookbinder’s Seafood & Steakhouse has hosted celebrities and presidents. 32 · D
2026-10-26
458 KC'skcbakess.comYou’ve come to the home of my delectable creations. 32 · D
2026-10-26
459 Equal Grounds Community Cafeequalgroundscafe.comRestaurant · Rochester 32 · D
2026-10-26
460 Battiste LaFleur Galleriablgflowers.comBattiste LaFleur Galleria - Columbus Ohio 808 East Long Street, Columbus, Ohio 43203 (Downtown Columbus) Best… 32 · D
2026-10-26
461 From V With Love Cakesfromvwithlovecakes.comFrom V With Love in Seattle offers exquisite custom mousse cakes and designer pastry art for your special… 32 · D
2026-10-26
462 Shoreline Caféwaikikishorelinecafe.comShoreline Cafe is a top-rated Honolulu coffee shop in Waikiki serving premium espresso, fresh-baked pastries… 32 · D
2026-10-26
463 Dubs Tea & Waterdubstea.netMenu options and drink options 32 · D
2026-10-26
464 The Main Squeeze Cafethemainsqueezecafe.comThe Main Squeeze Café is an Ohio based corporation provides a diverse line of customizable juices, smoothies… 32 · D
2026-10-26
465 Blackbirdhouseblackbirdhouse.chBienvenue au Blackbird House, votre restaurant et lieu culturel à Rolle – ouvert 7/7. 32 · D
2026-10-26
466 Prana Cafepranacafe.loveNew Smoothie and lunch spot in east Austin serving fresh Juice and Coffee all day. 32 · D
2026-10-26
467 Miss Orange Tea and Pastrymissorange.shopMiss Orange Tea & Pastry, a modern teahouse serves Chinese tea with low sugar pastry and in Kong Fu Style… 32 · D
2026-10-26
468 Fernsidefernsidebar.comfernside. 32 · D
2026-10-26
469 Texas Culinary Institutetxculinary.comThe goal of Texas Culinary Institute is to empower and excite people in the kitchen, making cooking… 32 · D
2026-10-26
470 Les Petites Pépiteslespetitespepites.comLes Petites Pépites est un Traiteur et une Sandwicherie parisienne, spécialiste du mini-sandwich. 32 · D
2026-10-26
471 Vogel Braunfels, Konditoreikonditorei-vogel.deRestaurant · Braunfels 32 · D
2026-10-26
472 Evan's Fish and Chips Shoppeevansfishandchips.comAuthentic British-style fish and chips in Flagstaff, Arizona. 32 · D
2026-10-26
473 Fairplayfairplaybar.comFairplay is a casual North Park bar restaurant. 32 · D
2026-10-26
474 The Bärbaehrenfeld.deGin Bar & Cocktail Bar in Köln | Exklusive Gin Tastings erleben 32 · D
2026-10-26
475 Kaelderkold Craft Beer Barkaelderkold.comThe emblematic craft beer dive bar offers 17 taps of in house brews from our sister bar Ølgod Brewpub and our… 32 · D
2026-10-26
476 Aemiliaaemilia.onlineAemilia: delivering ready to cook freshly made pasta to East Lothian & Edinburgh on selected days. 32 · D
2026-10-26
477 Little Leaf Play Studiolittleleafplaystudio.comLittle Leaf Play Studio is a modern, clean, indoor play space to play. 32 · D
2026-10-26
478 Farmer Brownsfarmerbrowns.ieIrish and American brunch and dinner dishes inspired Farmer Browns. 32 · D
2026-10-26
479 BEANHIVEbeanhive.ieRestaurant · Dublin 2 32 · D
2026-10-26
480 Lucky 7 Coffeelucky7coffee.comWelcome to Lucky 7 Coffee in picturesque Hermosa Beach! 32 · D
2026-10-26
481 Tea Tell Truthteatelltruth.comWest Palm Beach tea house offering traditional tea ceremonies, matcha classes, and organic Yunnan loose-leaf… 32 · D
2026-10-26
482 The Melting Potthemeltingpotconcept.comAn experiential presentation of an attentively curated collection of exclusive art and design works of high… 32 · D
2026-10-26
483 Patrick's Placepatricksplaceharlem.comPatrick's Place Harlem offers great food and live music, jazz music, food, drink and jazz in New York. 32 · D
2026-10-26
484 Lirica Restaurantliricarestaurant.comWelcome to Lirica Restaurant, located in Sable Hotel on Chicago's iconic Navy Pier. 32 · D
2026-10-26
485 TLC Acupuncturetlcacupuncture.comHighly recommended holistic care for the whole family, TLC Acupuncture specializes in Pain Management… 32 · D
2026-10-26
486 Miake Izakaya Baselmiake.chMiake Izakaya Basel. 32 · D
2026-10-26
487 Dosse & Le Thi GbRendless-restaurant.deEin pflanzenreiches Cafe und Restaurant im Herzen von Leipzig. 32 · D
2026-10-26
488 Sugar Babies Bake Shopsbbakeshop.comSince its beginnings in 2009, Sugar Babies has grown from a mobile L.A. 32 · D
2026-10-26
489 Tsopelli Bakerytsopelli.comA little bakery owned by a mom and daughter, bringing delicious Gorditas de Nata and Mexican desserts to our… 32 · D
2026-10-26
490 Molto enotecatipicamoltomodena.comNel cuore di Modena, una piccola enoteca con molto da scoprire. 32 · D
2026-10-26
491 Oide Donau GmbHoidedonau.wienRestaurant & Veranstaltungslocation nahe der Alten Donau 32 · D
2026-10-26
492 Mr Lomrlo.com.auRestaurant · Subiaco 32 · D
2026-10-26
493 CitizensCateringcitizenscatering.comCoffee Shops | Full-Service Catering Services I Coffee, Acai, Tea, Gourmet Pops, Breakfast, Lunch, Dinner… 32 · D
2026-10-26
494 Flavours of Naplesflavoursofnaples.comFlavours of Naples. 32 · D
2026-10-26
495 Blazin Mongolian BBQblazinmongolianbbq.comBlazin Mongolian BBQ let's you create your own stir-fry, let your creativity run wild with the selection of… 32 · D
2026-10-26
496 The League Roomtheleagueroom.comThe League Room is a family friendly entertainment venue, with JayBe's Resteraunt located inside. 32 · D
2026-10-26
497 The Wharfwharfrestaurant.comThe Wharf is an Authentic Seafood Restaurant located in Old Town Alexandria Virginia. 32 · D
2026-10-26
498 Lavang Sheffieldlavangsheffield.co.ukLavang Sheffield Authentic Asian Inspired Cuisine in Fulwood, Sheffield. 32 · D
2026-10-26
499 https://www.cookiebeard.comcookiebeard.comCookie Beard is a gourmet cookie seller based out of Fort Campbell, Kentucky. 32 · D
2026-10-26
500 And Collectiveandcollectiveuk.comRestaurant · Nether Edge 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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