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 750 businesses.

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

#BusinessAgentic scoreWhat an agent can doChecked
701 Ciccio'S Tavernetta Italianacicciostavernetta.comRestaurant · München 32 · D
2026-10-20
702 Neko Nekonekonekoabq.comRestaurant · Albuquerque 32 · D
2026-10-20
703 Four Sons Brewingfoursonsbrewing.comRestaurant · Huntington Beach 32 · D
2026-10-20
704 On Third Thought Gelatoonthirdthought.comRestaurant · Toronto 32 · D
2026-10-20
705 Queen Trini Lisaqueentrinilisa.comRestaurant · New Orleans 32 · D
2026-10-20
706 Peranakan Placeperanakanplace.com.auRestaurant · Auburn 32 · D
2026-10-20
707 Koffie ende Koeckkoffieendekoeck.nlRestaurant · Amsterdam 32 · D
2026-10-20
708 Dream Cakesdreamcakesnv.comRestaurant · Reno 32 · D
2026-10-20
709 Forninofornino.comRestaurant · Brooklyn 32 · D
2026-10-20
710 Tasty Dumplingthetastydumplings.comRestaurant · Sacramento 32 · D
2026-10-20
711 Delrobahdelrobah.beRestaurant · Antwerpen 32 · D
2026-10-20
712 Harken Cafe & Bakeryharkencafe.comRestaurant · Charleston 32 · D
2026-10-20
713 Salum Restaurantsalumrestaurant.comRestaurant · Dallas 32 · D
2026-10-20
714 Restaurant Poseidonposeidonduisburg.deRestaurant · Duisburg 32 · D
2026-10-20
715 Milk & Wine Co.milkandwine.com.auRestaurant · Heathmont 32 · D
2026-10-20
716 Milo's Pastrymilospastry.caRestaurant · Ottawa 32 · D
2026-10-20
717 Chapel Farm Estatechapelfarm.com.auRestaurant · Middle Swan 32 · D
2026-10-20
718 Sinless Cakes Cafesinlesscakes.comRestaurant · Berlin 32 · D
2026-10-20
719 Chef Abod Cafe and Cateringchefabod.comRestaurant · Halifax 32 · D
2026-10-20
720 Your Friend with a Cube Vanyfcv.caRestaurant · Toronto 32 · D
2026-10-20
721 www.dirtycoco.sedirtycoco.seRestaurant · Stockholm 32 · D
2026-10-20
722 Genki Sushigenki-sushi.caRestaurant · Montréal 32 · D
2026-10-20
723 Kalyekalye.comRestaurant · New York 32 · D
2026-10-20
724 KOIkoimilano.euRestaurant · Milano 32 · D
2026-10-20
725 The Manifestmanifesthawaii.comRestaurant · Honolulu 32 · D
2026-10-20
726 Birreria Maltorbirreriamaltor.comRestaurant · Milano 32 · D
2026-10-19
727 GAZETTEgazettebrasserie.co.ukRestaurant · London 32 · D
2026-10-19
728 Mr Thomas's Chop Housetomschophouse.comRestaurant · Manchester 32 · D
2026-10-19
729 Nicaraguita's Tortillas & Fritanganicaraguitas.comRestaurant · Miami 32 · D
2026-10-19
730 Douce Pizzadouce-pizza.frRestaurant · Marseille 32 · D
2026-10-19
731 Del Caz Restaurantedelcaz.esRestaurant · Madrid 32 · D
2026-10-19
732 ElitBiz s.r.o.deliciabrazil.czRestaurant · Praha 2 32 · D
2026-10-19
733 Black Husky Brewingblackhuskybrewing.comRestaurant · Milwaukee 32 · D
2026-10-19
734 Restaurant Acetaiarestaurant-acetaia.deRestaurant · München 32 · D
2026-10-19
735 Beuntjes Grand Cafécafedebeuntjes.nlRestaurant · Utrecht 32 · D
2026-10-19
736 Behind the Museum Cafebehindthemuseumcafe.comRestaurant · Portland 32 · D
2026-10-19
737 Diaco's Discount Nurserydiacosdiscount.comRestaurant · Hampton Park 32 · D
2026-10-19
738 Rialto Theaterrialtotampa.comRestaurant · Tampa 32 · D
2026-10-19
739 Sahib Shrinerssahibshrine.orgRestaurant · Sarasota 32 · D
2026-10-19
740 Fishnet Restauranteatfishnet.comRestaurant · Baltimore 32 · D
2026-10-19
741 Booze Popsboozepop.comRestaurant · Charleston 32 · D
2026-10-19
742 Sonny McLean'ssonnymcleans.comRestaurant · Santa Monica 32 · D
2026-10-19
743 Harry's Café de Wheelsharryscafedewheels.com.auRestaurant · Ultimo 32 · D
2026-10-19
744 Good As Burgers LLCgoodasburgers.comRestaurant · Atlanta 32 · D
2026-10-19
745 Sweets For The Sweetiessweetsforthesweeties.comRestaurant · Brooklyn 32 · D
2026-10-19
746 All City Ice Creamallcityicecream.comRestaurant · Tacoma 32 · D
2026-10-19
747 WHealthy Unlimitedwhealthyunlimited.comRestaurant · Colorado Springs 32 · D
2026-10-19
748 Fresh & Foragedfreshandforagedcafe.comRestaurant · Spokane 32 · D
2026-10-18
749 Pinoy Fine Foodspinoyfinefoods.comRestaurant · Cleveland 32 · D
2026-10-18
750 Bake Sumbakesum.comRestaurant · Berkeley 32 · D
2026-10-18

Previous page

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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