AI Scores / Food & Beverage

Food & Beverage AI Scores
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AI Visibility Scores for Food and Beverage Brands

When someone asks an AI engine for a food or drink recommendation, the brands that get cited are the ones structured for AI discovery. See how food and beverage brands in our index score across 6 AEO categories.

1,111,500
Brands Scored
3.5/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,111,500 Food & Beverage Brands

AI-Ready8-10
<1%
260
Getting There6-7
5%
55,301
Needs Work4-5
44%
491,053
Not Discoverable0-3
51%
564,886

Only <1% of food & beverage brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

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1,111,500 brands scored - page 4464 of 11,115

R

Refuel Irvington

4.3/10
L

Locks

4.3/10
Y

Yummy Authenticity

4.3/10
Y

Yamato Japanese Steakhouse

4.3/10
W

Wunmi Hair Braiding

4.3/10
H

Home

4.3/10
W

Winter Park 2019

4.3/10
I

Insulated Food Delivery Bag Manufacturer & Thermal Bag Factory | Xinli

4.3/10
제

μ œμ£Όμ˜ν‰κ΅¬μž₯

4.3/10
W

White Tank Corral

4.3/10
S

Sushi Wabi Sabi

4.3/10
H

https://www.wheatleywrestles.com/

4.3/10
W

Wake and Bake Bakery

4.3/10
O

Order Authentic Vegetarian Online

4.3/10
Z

Zapopan Mexican Food

4.3/10
W

Wallays

4.3/10
T

The Yinzers Truck

4.3/10
O

Oak Street Pictures

4.3/10
V

VFW Post 8696 Palm C

4.3/10
W

Webmonster Projects

4.3/10
H

Home | Wild Waylon's BBQ | Fredericksburg, VA Black telephone handset icon.Black location pin icon with a circular outline.Clock icon showing time as 7:00.Empty white space.Barbecue grill with steak cooking, steam rising.Two squeeze bottles with black bodies and white backgrounds.Three black elbow macaroni noodles arranged in a triangular pattern.Black telephone handset.Black location pin icon with a circular outline.Black clock showing the time, 8:00.

4.3/10
S

Spider Bite Beer Co.

4.3/10
W

White Whale

4.3/10
O

Oki Doki by Meiji

4.3/10
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4.3/10
B

Bar and Grill In Hudson SD

4.3/10
R

Rising Star Baptist

4.3/10
W

Weedsman Seeds

4.3/10
R

Ristorante Martino Lipari

4.3/10
F

favoritebartender

4.3/10
H

Home

4.3/10
H

Home

4.3/10
V

Vine & Olive Mediterranean Bakery, Foods & Wine

4.3/10
Y

Yo Pablo Campus Corner

4.3/10
O

OMG Cocina

4.3/10
T

The Bourbon Babe LLC

4.3/10
H

Home

4.3/10
N

null

4.3/10
R

Rocksi Johnson Photography

4.3/10
H

Home

4.3/10
R

RUNOSM

4.3/10
N

null

4.3/10
Y

YDE Expertises

4.3/10
T

TB Longhorns 2

4.3/10
C

Covered Bridge Restaurant and Sports Bar Zumbrota, MN

4.3/10
W

Wingnut Foods, LLC.

4.3/10
Z

Zaaschila

4.3/10
O

OurKitchen.com is for sale

4.3/10
M

MarketUmbrellas

4.3/10
H

Hibachi By Feng

4.3/10
Z

Zoe&#039;s Steak and Seafood

4.3/10
T

Texas Smokehouse Bar

4.3/10
Z

ZoomorphicCleavers

4.3/10
M

Mangia Kitchen Maine - Homepage A pair of black quotation marks on a white background.A pair of black quotation marks on a white background.A pair of black quotation marks on a white background.

4.3/10
T

The Attic Restaurant

4.3/10
T

TaquerΓ­a Primo Chuki's

4.3/10
S

Suspenders

4.3/10
P

Premium Coffee

4.3/10
S

sub-marine

4.3/10
S

Southern California Whiskey Club

4.3/10
S

SupaKitch & Koralie |

4.3/10
P

Premier Catering Services in Knoxville, TN

4.3/10
B

Best Vietnamese in San Francisco, CA

4.3/10
B

B&B Unterhabsbergerhof

4.3/10
M

Moulin

4.3/10
W

Western Detention

4.3/10
S

Secret Recipe Ph

4.3/10
Y

Yoko-San Ramen

4.3/10
W

www.scuffletownsweet

4.3/10
B

Bear Harrison

4.3/10
E

Extreme Tan Inc

4.3/10
W

Whiskey Alley Saloon

4.3/10
V

VXV Events

4.3/10
W

Welcome to Southern Pines

4.3/10
Z

Zhangliang Spicy hotpot

4.3/10
W

Woodstock Oasis

4.3/10
S

Salon Ostara

4.3/10
C

Chateau Yaffa

4.3/10
M

Mercado Little Spain | Spanish Restaurant in New York, NY

4.3/10
U

UTE

4.3/10
T

Taste MesΓ³n Restaurant Gran Canaria

4.3/10
M

Mike Bloom Photograp

4.3/10
V

vanaresortnongkhai

4.3/10
Y

Yann's Got Your Back

4.3/10
W

Wow Sweets

4.3/10
X

Xstroy

4.3/10
W

Workffee β€’ The best cafes to work near your location.

4.3/10
T

The Reserve Chagrin Falls

4.3/10
W

Westchesterpicnicco

4.3/10
N

null

4.3/10
S

Sign Design

4.3/10
P

Professional Catering in Saint Johnsbury, VT

4.3/10
T

The Fancy Kook

4.3/10
Z

Zimmerman Seamless G

4.3/10
M

Mill Street Bistro -

4.3/10
B

Bill's Best Brewery

4.3/10
W

Windmillfarms

4.3/10
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μœ€νŠΉν—ˆλ²•λ₯ μ‚¬λ¬΄μ†Œ

4.3/10
M

Michael Horn Art

4.3/10
Z

Zabb PuTawn (Upper East Side)

4.3/10
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Score your food & beverage brand free

Want to improve your AI visibility score?

Read: AEO guide for Food & Beverage brands β†’

What an AEO score of 3.5/10 means for food & beverage brands

The average Food & Beverage brand we've scored sits at 3.5/10. That means roughly <1% are positioned to be cited by ChatGPT, Claude, and Perplexity, while the remaining >99% are at risk of being skipped when AI engines answer customer questions.

Common AEO issues in food & beverage

  • Missing Organization JSON-LD with sameAs links to social profiles
  • No llms.txt file declaring the brand to AI crawlers
  • FAQ content rendered without FAQPage schema, so AI engines cannot extract it
  • robots.txt or Cloudflare WAF blocking GPTBot, ClaudeBot, or PerplexityBot
  • Thin About pages with no founder/team Person schema

How to improve your food & beverage AEO score

Run a free AEO score for your site and see exactly which signals are missing. The audit takes under a minute and the fix list ships as a one-click JSON-LD + llms.txt + robots.txt patch you can paste into any platform.

Food & Beverage AI visibility by city

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