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.

849,390
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 849,390 Food & Beverage Brands

AI-Ready8-10
<1%
1,259
Getting There6-7
20%
167,960
Needs Work4-5
71%
604,200
Not Discoverable0-3
9%
75,971

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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849,390 brands scored - page 7405 of 8,494

H

Home

4/10
N

Novelty Iron Works

4/10
C

Cakes by Grace

4/10
H

Hudson Marketing

4/10
H

Harbourside Fish & Chips

4/10
O

Orchid Grove

4/10
P

Private Sunset Cruise Aruba

4/10
O

Osaka Express poke bowl hibachi

4/10
S

solutions development

4/10
D

Drew & Mieke / Mieke & Drew

4/10
A

Adanetx

4/10
M

My Friends Essential Break room Services

4/10
F

flipout

4/10
B

Building Bridges

4/10
L

Little Bluestem Farm

4/10
S

SHD Interior Branding

4/10
L

Locations

4/10
S

Shanghai Plaza LV

4/10
Q

Quad City Society of Italian Americans

4/10
A

American Discount Aluminum

4/10
H

Home

4/10
S

Sunnyland Estate Sales

4/10
P

PIZZA PRO

4/10
C

Cinderellas Mexican Restaurant in Staten Island

4/10
P

Pita Pita Syracuse NY

4/10
L

Little Bird Doula Services

4/10
B

Buy terramiaorlando.com

4/10
S

Sunflower Maze Orlando

4/10
H

Harborage Catering & Cafe | Stuart, FL

4/10
I

Iris Matos

4/10
Y

Your Business

4/10
S

sunshine14

4/10
P

Pine Air Fish & Deli

4/10
T

Test TRC America Demolition Services

4/10
H

Home

4/10
C

chefsaravanan

4/10
E

ErronLight

4/10
H

Hanakawa Steak Sushi

4/10
B

Bakery offering Breads, Pastries, Cookies, Cakes and Pies as well as Coffee, Hot Soups and Lunches.

4/10
O

Online Order!

4/10
W

www.bobarosasaloon.com

4/10
F

FLYING PIG ROAST

4/10
H

Home

4/10
D

Double R Towing

4/10
L

Locations

4/10
I

Irori Restaurante Japones en Cancรบn

4/10
H

Home

4/10
C

Cafรฉ y restaurante con platillos mexicanos, en Poza Rica, Veracruz โ€“ CAFFE SELECTO Amex_2Cheque_2Deposito_2Efectivo_2Master Card_2PaypalTransferencia_2Vale_2Visa_2Tarjeta de creditoTarjeta de creditoOxxo_2Spei_2

4/10
P

Piedmont Psychotherapy

4/10
S

Sunaina Gupta

4/10
S

Shady Rest

4/10
C

Churro Bros Boise

4/10
W

Welcome to Chef Lionel Hutle: Culinary Excellence at Your Service

4/10
C

Chortke

4/10
J

Juan Jesรบs Rey

4/10
S

Suburban Fence Company

4/10
S

Sunrise Brew Coffee

4/10
H

Home

4/10
H

Home

4/10
O

Oquetza

4/10
C

Cinch 'em up Stables

4/10
P

Pizza casa Jaguar

4/10
I

Intact Water Proofing

4/10
H

Hugo Dominguez

4/10
P

Pine Grove Church and Ministries

4/10
L

Little Panas

4/10
L

Little Pine Coffee โ€” Idyllwild, CA

4/10
A

Abugida Ethiopian Cafe

4/10
W

WINDOW WIZARD

4/10
H

Home -

4/10
S

Summer Seat

4/10
P

pizzagrinders

4/10
F

flourshopbakeryandpizza

4/10
V

VanCowboy

4/10
A

ADA NATIONAL VENDOR

4/10
R

RG Mechanical Corp.

4/10
F

Flourish Tax Group, LLC

4/10
J

JR MASONRY & CONSTRUCTION LLC

4/10
O

Orientex

4/10
O

Organically Yours

4/10
M

My Site

4/10
M

Memory Lane Pizza

4/10
W

wynnewoodnailspa

4/10
T

Tessora Liqueur

4/10
H

HARLEYS PUB AND PERK

4/10
C

Caitlin & Andrew are getting married!

4/10
F

FLYING GARLIC

4/10
H

Home

4/10
M

My Site

4/10
B

Bรกnh Khรบc Quรขn

4/10
A

A&M Custom Fabrication

4/10
L

Little Lads

4/10
M

Midway Tavern Restaurant & Casino | Whitefish MT

4/10
T

The Chef's Day

4/10
Q

Qdoghouse1

4/10
H

Happy Wok

4/10
M

Mysite 5

4/10
I

Imperial Ridge REC

4/10
G

GF the Best

4/10
O

orsburneconstruction

4/10
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Score your food & beverage brand free

Want to improve your AI visibility score?

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

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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