Leaderboards
Agentic score leaderboard: Grocery · US
An AI assistant needs a catalogue with prices and stock, and a checkout on the shop's own site it can use. Shops that also take its questions, and let it track, change, cancel or return an order, 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 31 businesses.
Each row shows what counts for its kind of business: Yes Partly No
| # | Business | Agentic score | What an agent can do | Checked |
|---|---|---|---|---|
| 1 | Harbor Sweetsharborsweets.comHarbor Sweets is a New England chocolatier founded in 1970 in Marblehead, Massachusetts, by Ben Strohecker. | 68 · B | 2026-11-02 | |
| 2 | Stanley's Wet Goodsstanleys.laAward-winning natural wine bar and bottle shop in Culver City. | 68 · B | 2026-11-01 | |
| 3 | Drink Ginidrinkgini.comBuy Armenian wine online at Drink Gini — curated Armenian wines, brandy & spirits. | 54 · C | 2026-10-30 | |
| 4 | Pure Winepurewinenyc.comWine and spirits shop in the East Village, New York. | 54 · C | 2026-10-27 | |
| 5 | Frankenmuth Fudge Kitchenfrankenmuthfudge.comDiscover the rich tradition of Frankenmuth Fudge Kitchen. | 54 · C | 2026-10-24 | |
| 6 | BakersBodegabakersbodega.comFind cake tools, molds, supplies and cake decorations in Anaheim, CA. | 54 · C | 2026-10-23 | |
| 7 | Pearson's Wine & Spiritspearsonswine.comWine, beer and spirits in Washington DC. | 54 · C | 2026-10-23 | |
| 8 | Wine41wine41.comWine41 is a Miami wine shop that stocks small-production bottles from Spain, Argentina, Italy, France… | 54 · C | 2026-10-22 | |
| 9 | Silverlake Winesilverlakewine.comwine. | 54 · C | 2026-10-21 | |
| 10 | Hills Wine & Spiritshillsws.comMission Hills liquor store at 3981 Eagle St. | 54 · C | 2026-10-21 | |
| 11 | Hop City Beer & Winehopcitybeer.comThe ultimate destination for craft beer and wine aficionados. | 54 · C | 2026-10-21 | |
| 12 | TallacLiquorstallacliquors.comTallacLiquors | 54 · C | 2026-10-21 | |
| 13 | Wine Therapy NYCwinetherapynyc.comNatural, organic and biodynamic wine shop in Nolita, New York City, since 2005. | 54 · C | 2026-10-21 | |
| 14 | Buffalo House Liquor & Winesbuffalohouseliquorandwines.comBuffalo's largest liquor store: 1,400+ wines, bourbons, scotches & spirits. | 54 · C | 2026-10-21 | |
| 15 | The Chocolate Seasonthechocolateseason.comSince 2007, we've been handcrafting delicious moments in the form of artisanal chocolates. | 54 · C | 2026-10-21 | |
| 16 | Kahwa Coffee Roasting Companykahwacoffee.comKahwa Coffee is the largest independent specialty coffee roaster in Florida. | 54 · C | 2026-10-21 | |
| 17 | The Protein Bakeryproteinbakery.comOriginal creator of the most delicious, protein-packed, all-natural, gluten free, fresh baked kosher goods… | 54 · C | 2026-10-21 | |
| 18 | Taylor's Wine Shoptaylorswineshop.comBuy Wine Online with curbside pickup or fast shipping to select states! | 54 · C | 2026-10-21 | |
| 19 | Lanna Coffee Co.lannacoffeeco.comLanna Coffee Co. | 54 · C | 2026-10-21 | |
| 20 | Zia Piaziapia.comPatisserie cake shop · Charlotte | 54 · C | 2026-10-20 | |
| 21 | Cajou Creamerycajoucreamery.comGlobally-inspired, plant-based ice cream handmade from cashew milk in Baltimore. | 54 · C | 2026-10-20 | |
| 22 | Cana Wine Companycanawineco.comLiquor store · Nashville | 54 · C | 2026-10-20 | |
| 23 | Kettlkettl.coKettl sources and sells the finest Japanese teas directly from top producers in Japan. | 54 · C | 2026-10-20 | |
| 24 | Epic Wine & Spiritsepicwineandspirits.comEpic Wine & Spirits is a family-owned online wine and spirits retailer offering premium wine, whiskey… | 54 · C | 2026-10-20 | |
| 25 | Don Pablo Coffeedonpablocoffee.comFamily-owned specialty coffee grower and roaster in Miami, Florida, selling 100% Arabica, small-batch… | 54 · C | 2026-10-20 | |
| 26 | Pinup Coffee Copinupcoffeeco.comWe are a small batch, specialty coffee roaster in Virginia Beach, VA. | 54 · C | 2026-10-20 | |
| 27 | Cacao & Cardamom Chocolatiercacaoandcardamom.comChocolatier · Houston | 54 · C | 2026-10-20 | |
| 28 | OZO Coffee Roastersozocoffee.comCoffee and tea supplies · Boulder | 54 · C | 2026-10-20 | |
| 29 | Eastside Cellarseastsidecellars.comUpper East Side wine and spirits shop in Yorkville (1st Ave at 90th), specializing in handcrafted… | 54 · C | 2026-10-20 | |
| 30 | Mr.D Wine Merchantmrdwine.comMr.D Wine Merchant is a premier online wine retailer offering over 12,000 wines from around the world. | 54 · C | 2026-10-19 | |
| 31 | Du Vin Wine & Spiritsdu-vin.netLiquor store · West Hollywood | 54 · C | 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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