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.

965,444
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 965,444 Food & Beverage Brands

AI-Ready8-10
<1%
1,354
Getting There6-7
20%
194,325
Needs Work4-5
71%
689,066
Not Discoverable0-3
8%
80,699

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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965,444 brands scored - page 2530 of 9,655

T

The Stew

5/10
H

HHD

5/10
H

Home

5/10
L

Lockport Brewery

5/10
G

GastrobotEats | Neighborhood Eatery

5/10
B

brownsicecream.com

5/10
R

Reliable

5/10
A

Arosa

5/10
I

Intergradine Inc.

5/10
A

Altar Coffee

5/10
F

Florentine

5/10
D

DeliveringWDignityOC

5/10
P

Provisions

5/10
S

Star Valley Station

5/10
M

Miscela d'Oro USA

5/10
D

Dreamweaver Home Inspections

5/10
S

Salt Sugar Spice

5/10
U

UOTlive

5/10
J

jimmystimeout

5/10
C

Cantina La Martina

5/10
B

Beer Is Good Brewing Company

5/10
P

Party on Yacht Charters

5/10
B

Beaumont Cafe & Bakery

5/10
S

Symphony Pastries

5/10
H

Hudson Roastery

5/10
L

laseters

5/10
K

Klein Farms

5/10
N

null

5/10
T

Tifton's Best Coffee & Burgers

5/10
W

West Penn Energy Fund

5/10
M

Miami Commercial Photographer

5/10
H

H-D Pools & Services Inc

5/10
B

Barons Market

5/10
C

CTG-DesignN

5/10
G

General Lee's

5/10
P

PageFour Group

5/10
E

Empire Marketing Strategies

5/10
I

I DO Event Decals

5/10
D

doublediamond

5/10
R

Revolution Creative

5/10
C

Creative Cakes Bakery

5/10
S

Stay Welcome to Sweet Bakery, Ice Cream Shop, & Grill!

5/10
J

Jackson's Bar & Grill

5/10
C

cavalier clothing

5/10
E

Eats By Connor

5/10
B

Bluebonnet Baker

5/10
L

Lily Sushi and Grill

5/10
B

Bristol Sunset CafΓ©

5/10
C

CafΓ© Hollywood

5/10
L

L&V Distributors

5/10
C

Columbus, OH Digital Marketing and SEO Agency

5/10
C

central-city-cf-copy

5/10
D

DeeLuxe Bartending and Event Staffing

5/10
P

Pau Pizza | Italian Restaurant in HI

5/10
G

Grow Girl Organics

5/10
J

JSC

5/10
V

Visit Hartsville, SC

5/10
W

wwaf

5/10
P

PSF Projects

5/10
B

Bamberg County Office on Aging

5/10
B

Boutique Money Group

5/10
A

AboutTown

5/10
W

Wedgwood Broiler

5/10
R

rocbodyfitnesscafe

5/10
B

Beefalo Bobs Catering

5/10
V

Vertical Online

5/10
B

Bavarian Kitchen

5/10
P

Professional Bartenders & Servers, Inc.

5/10
N

Natural Foods & Vitamins Grocery Store | Lassens The words "COMMUNITY PLUS" in white, sans

5/10
H

Home

5/10
C

ChinaLiquorSales

5/10
M

Metta Body Therapy

5/10
A

Allegiant Hospitality

5/10
H

huaracheloco

5/10
S

Smoke Detector Inspector

5/10
V

Vermont Country Deli

5/10
B

Bucatini

5/10
S

Sequoia

5/10
F

fox-luggage

5/10
D

Denton Daily Double

5/10
S

Salon Valenti

5/10
C

CRV Recycling Solutions

5/10
T

Tom The Green Grocer

5/10
S

S & C Organizing

5/10
A

Always Armed

5/10
F

Farmhouse Vineyards LLC

5/10
D

dorsetfinds

5/10
9

949 Junk 911

5/10
C

Cancun Family Mexican Restaurant | Food | Kingston, MA CloseClose

5/10
B

bbk-assoc

5/10
C

Coffee Joy

5/10
N

Northwest Habilitation Services

5/10
S

Schmaling Glass, Inc.

5/10
L

Lexi

5/10
T

The Freelance Chef

5/10
D

Dr. Insomniac's Fine Coffee, Tea, Smoothies Cafe | Where quality never sleeps!

5/10
T

TwoGuys Brewing

5/10
R

Rebel Rhythm Cycle

5/10
M

Marilyn's on the Square

5/10
R

Rail Tales

5/10
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Want to improve your AI visibility score?

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

What an AEO score of 4.7/10 means for food & beverage brands

The average Food & Beverage brand we've scored sits at 4.7/10. 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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