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.

993,043
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 993,043 Food & Beverage Brands

AI-Ready8-10
<1%
2,087
Getting There6-7
19%
193,375
Needs Work4-5
66%
652,605
Not Discoverable0-3
15%
144,976

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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993,043 brands scored - page 6958 of 9,931

C

CoffeeShack

4/10
G

galeriaiturria

4/10
B

Barbara Caffe Ristorante

4/10
D

Dr. Annette Bliem

4/10
C

Coffee Station

4/10
P

Portfolio

4/10
E

El Bolivariano Restaurant

4/10
C

Clases pintura | Acuarela | Estudio arte | Galería Marmar

4/10
B

Bình Dân Học Vụ

4/10
C

Coffee Spaces USA

4/10
G

Galeria Meia Sete

4/10
I

Idées de noms

4/10
N

Nuestros Apartamentos

4/10
E

El Borracho | 100% Plant-based Tacos & Burritos

4/10
I

Inicio -

4/10
C

Coffee Time Bake Shop

4/10
B

Barbara Coello

4/10
R

Rico Nasty | Official Site

4/10
B

Barbara Cooks

4/10
I

Ideia Inteligente

4/10
C

coffee-underground

4/10
D

Distinct Catering

4/10
E

Elbow Room

4/10
I

ideia-paisagismo

4/10
S

Suzy Wong's Drag'n Brunch

4/10

小さな学習塾 いで塾

4/10
P

Piada Italian Street Food

4/10
G

Galerie Artmundi

4/10
B

Barbara Eldredge

4/10
C

Chief Donna Black

4/10
G

galerie

4/10
E

ElBro Foods

4/10
G

Galerie Philippe Valentin

4/10
H

Home

4/10
L

latine

4/10
I

Ingram Barge

4/10
E

El Buen Café

4/10
R

Restaurant in Greenville, SC

4/10
T

Thomas Menduni

4/10
G

Galerie Antoine Dupin

4/10
G

Galerie DYS

4/10
E

EL BUEN FIRULAYSEL BUEN FIRULAYS

4/10
B

barbarafast

4/10
E

El Buen Sazon Deli Restaurant

4/10
H

Home

4/10
D

Denise Escobar

4/10
C

Cofferdam Water Diversion & Cofferdam Installation

4/10
C

Chief Resort

4/10
S

Siêu Thị Phát Đạt

4/10
G

Galerie Laute

4/10
G

Galerie Jaïs

4/10
C

Chiefs Da Tiki Bar

4/10
C

Chiefs Drive Thru

4/10
G

galerie mondapart

4/10
B

Barbara Greindl

4/10
C

Chief's Peak

4/10
C

Coffingear.com -

4/10
B

BARBARA HIGBY

4/10

わかさいも本舗

4/10
D

Dream FX Productions / Coffin Ghoul masks

4/10
C

Cafe Costa Rica

4/10
E

El Cafetalito

4/10
G

galeriev

4/10
E

El Cafe de buesaco

4/10
G

Galeriespatz

4/10
E

El Califas Tacos

4/10
R

Racquet Club of Philadelphia |

4/10
G

Galeri Jambi

4/10
E

El Camino

4/10
M

Mysite 2

4/10
W

Welcome to the Palace of the Story Queen

4/10
C

coffsharbourkartclub

4/10
E

El Camino del Sol

4/10
I

Identity Tequila

4/10
H

Hope Wesleyan Church

4/10
G

Gale Schlagel

4/10
M

MercadeoGlobal.com

4/10
E

EL CAMINO REAL • OPEN MON - FRI 11a TO 11p SAT & SUN 10a TO 11p • AUTHENTIC MEXICAN FOOD + TEXAS BBQ + BORDER BAR LOCATED IN NORTHERN LIBERTIES, PHILADELPHIA'S BEST VEGGIE WINGS

4/10
C

Casa Liken

4/10
E

El Camino Food Truck Park & Bar

4/10
C

ChiensDeNavarre

4/10
V

Venosdel

4/10
K

Kuma's Corner

4/10
B

Buy elcampanariorestaurant.com

4/10
B

BARBARAKai

4/10
C

Cofilters

4/10
E

Erivum Puliyum

4/10
A

Arturoochoa

4/10
D

Dr. Barbara Kump

4/10
I

ideologyforum.com

4/10
N

NEKO_WORLDi

4/10
C

Chifa Brasil - Restaurante

4/10
L

landberg

4/10
C

Chifa Peru Inc

4/10
I

Ideográfico, Diseño Integral en Oaxaca

4/10
J

J.M. Harper

4/10
G

Galgeberg Sushi Oslo | Sushi, Wok & Takeaway på Galgeberg

4/10
J

JMHAESSLE

4/10
E

El Capitan Deli

4/10
L

Life, Love, Food and Travel

4/10
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Want to improve your AI visibility score?

Read: AEO guide for Food & Beverage brands →

What an AEO score of 4.6/10 means for food & beverage brands

The average Food & Beverage brand we've scored sits at 4.6/10. 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.

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