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