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.

1,093,729
Brands Scored
4.5/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,093,729 Food & Beverage Brands

AI-Ready8-10
<1%
1,934
Getting There6-7
18%
197,661
Needs Work4-5
64%
700,123
Not Discoverable0-3
18%
194,011

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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1,093,729 brands scored - page 483 of 10,938

P

Park City Culinary Institute

6/10
V

Victor's Cafe - Voted NYC's Best Cuban Restaurant & Rum Bar

6/10
R

Roberts Technology Group, Inc.

6/10
2

20 Lemons LLC | Creating Market Leaders

6/10
H

Hilton Washington DC National Mall The Wharf

6/10
C

Cape Cod Coffee - Freshly Roasted on Cape Cod!

6/10
E

ERSC, Inc.

6/10
T

TJ's Taste

6/10
B

Bangkok Garden - Thai Restaurant Toronto - Thai Food

6/10
P

Patagonia Foods

6/10
G

Golf Course | Lewistown Country Club | Lewistown, PA A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.

6/10
T

The Cherry Tomato

6/10
I

Irvine Company Retail Properties

6/10
R

Rooster and Rice | Thai Restaurant in CA & TX

6/10
L

lulucarpenters.com

6/10
G

GROK Bar

6/10
T

The Woods Inn

6/10
F

Family Resource Home Care

6/10
P

plasticfabricating

6/10
B

Billet Industries

6/10
E

Eazy Grease

6/10
G

Grandma Hoerners

6/10
F

Food Marketing Support Services, Inc.

6/10
S

Sapori Fine Flavors

6/10
C

CC Homes

6/10
{

{SAMA} Food For Balance

6/10
W

Warren Environmental

6/10
C

Castillo Engineering

6/10
C

CookUnity: Save 50% Off 1st Week

6/10
P

Public Relations, Marketing and Communications Agency

6/10
C

Caterman Catering

6/10
L

Luttman Architecture

6/10
A

ambassadortentrental

6/10
L

Liquor Stores

6/10
E

Epic Lawn Care & Pest Control

6/10
D

Dynamic Vending

6/10
I

Inspirations Assisted Living & Memory Care

6/10
N

null

6/10
E

eventsbygayle

6/10
C

Canyon Catering

6/10
S

Simek's

6/10
M

mohaulersandrecovery

6/10
N

Nu Products Seasoning Company

6/10
N

nardi-associates

6/10
M

MFC MY FUTURE CONSULTING

6/10
S

Snackworks Vending, Water & Office Coffee Service, Florida

6/10
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6/10
A

Artisan Culinary Loft

6/10
R

Rockhouse Las Vegas

6/10
E

Edible Santa Barbara and Wine Country

6/10
A

American Croatian Lodge

6/10
E

Evergreen Refreshments

6/10
B

Bonded Logistics

6/10
F

fastrax

6/10
I

IBEV Concepts

6/10
S

Starvin' Arvin's

6/10
T

The Summer House

6/10
C

Chicago Magic Lounge

6/10
H

Hudson Woodworking & Restoration | Protecting Your Furniture's Future

6/10
F

Fat Freddy's Catering

6/10
B

Batanga | Houston, TX

6/10
L

Luciano's Italian Restaurant

6/10
E

Elkridge Furnace Inn

6/10
P

POS System for Restaurants: Delivery POS, Pizza POS, Take

6/10
U

U Pick 6

6/10
S

Silvergreens

6/10
A

Artistic Affairs Catering

6/10
C

Camelot Lanes | Youngstown OH - Camelot Lanes is your home for family fun in Youngstown, OH

6/10
O

Order Pizza Online in Silver Spring, MD

6/10
G

Golds168

6/10
B

Babb's Coffee House

6/10
A

Anderson Food Service Solutions

6/10
R

Regali Inc

6/10
R

Reveler Beverage - Needham Craft Spirits, Wine, Craft Beer, Food, Needham, MA

6/10
C

CPNC

6/10
M

Mercurys Coffee Co.

6/10
R

Ready Store

6/10
B

Bell Chem

6/10
F

Fitzgerald Bros

6/10
H

Hospitality America

6/10
T

The Grill House

6/10
J

JonesPierce.com

6/10
C

Country Club Lanes

6/10
A

adviceforeating

6/10
I

ICI Metals Service Center

6/10
P

Pasta E Basta

6/10
A

Aglamesis Brothers Inc

6/10
S

Soap Creek Resources

6/10
P

Paper Moon Vineyards

6/10
W

Wedding Venues Westlake, OH CloseClose

6/10
M

mysite

6/10
I

Il Gattopardo | Southern Italian Restaurant in NYC

6/10
L

Luxury Waterfront Lake Geneva Hotel

6/10
M

Margaritaville Restaurant Tulsa

6/10
S

Snoice

6/10
T

torrancecasting

6/10
R

Reliable Water Services

6/10
B

Bay City Events

6/10
T

The Flatiron Room

6/10
A

Anesthesia Service

6/10
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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 4.5/10 means for food & beverage brands

The average Food & Beverage brand we've scored sits at 4.5/10. 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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πŸ’» Tech & SaaSπŸ›οΈ Ecommerce & RetailπŸ’ͺ Health & WellnessπŸ’… BeautyπŸ‘— Fashion & ApparelπŸ’° Finance & FintechAll brands β†’