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.

1,748,155
Brands Scored
3.9/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,748,155 Food & Beverage Brands

AI-Ready8-10
<1%
284
Getting There6-7
5%
95,583
Needs Work4-5
58%
1,007,953
Not Discoverable0-3
37%
644,335

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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1,748,155 brands scored - page 14323 of 17,482

L

Los Bellos Portales Latin Restaurant

3.2/10
L

Le Piment Vert

3.2/10
K

Kroeplin Air Service

3.2/10
L

Little Bay View Villa, Anguilla

3.2/10
C

Chohuetlan

3.2/10
M

Mangus Painting

3.2/10
K

Kaden Gutierrez

3.2/10
L

Long Island Wall Fixers

3.2/10
L

Lima Hunan Gardens

3.2/10
J

J Weston Psychotherapy

3.2/10
C

Coco Deli-Mex

3.2/10
K

Key Kattle

3.2/10
J

J Orozco Painting INC

3.2/10
O

Order Authentic Chinese Online

3.2/10
W

website

3.2/10
M

Mandana Cakes

3.2/10
A

Authority Games

3.2/10
M

maisonandbouqet

3.2/10
L

Lawn Mowing in Auburn, AL

3.2/10
M

MIT

3.2/10
M

MADE IN NAPOLi

3.2/10
M

Matthew Klein

3.2/10
C

Chick'n Chill β€” Fried Chicken β€’ Smash Burgers β€’ Desserts

3.2/10
M

Maria's Mexican Tacos, Auburn, CA

3.2/10
M

McCoy Services, LLC

3.2/10
H

Home

3.2/10
M

Mars Venus Coach Lena Johansson

3.2/10
C

China One

3.2/10
L

Light & Co Salon

3.2/10
M

mcguireandassociates

3.2/10
A

Agent Resources

3.2/10
M

MAIN STREET PIZZA & TAP

3.2/10
L

Lily Jo's Produce Delivery

3.2/10
L

Lil' Dipper Cones

3.2/10
M

Main Moon

3.2/10
M

Main Street USA

3.2/10
L

LIGHTSTOREMILANO

3.2/10
M

Max's Upholstery

3.2/10
Β©

Β©2026 leospizzacafe.com / LeospizzaCafe

3.2/10
M

Martin Baptist

3.2/10
L

LUXARES - LUXARES

3.2/10
M

McCollough Yachts

3.2/10
M

Maha Rudra Dev Mandi

3.2/10
K

KC Recovery & Wellness

3.2/10
I

Individual & Small Group Volleyball Training

3.2/10
M

Main St. Market

3.2/10
M

Mango Yummy

3.2/10
K

keepmestitchn

3.2/10
C

Colleen Enns - Registered Acupuncturist

3.2/10
F

Foreign Consulates in Vancouver

3.2/10
L

Lite Eatz

3.2/10
M

Makerteca

3.2/10
M

Metal Bend Taber

3.2/10
M

MHB Associates

3.2/10
M

Melograno Stones

3.2/10
L

Lofts 1325

3.2/10
L

Los Charros

3.2/10
K

KaliteKoli.com

3.2/10
J

John Ovens Site

3.2/10
O

Order Authentic Japanese Online

3.2/10
M

Mama K's Homemade Salsa

3.2/10
H

Home

3.2/10
K

K&J Dorpers

3.2/10
M

Miami Obedience Club

3.2/10
M

My Site

3.2/10
H

Home

3.2/10
M

Matt’s Produce

3.2/10
L

LostCoastAussies

3.2/10
H

Home

3.2/10
L

LUJANIK CONSTRUEQUIPOS LTDA

3.2/10
O

Order Authentic Chinese Online

3.2/10
H

Home

3.2/10
M

Mariscos Ensenada #3

3.2/10
M

M and L Insurance Solutions, LLC

3.2/10
L

Lyons Den House Conc

3.2/10
M

Melson Associates, LLC

3.2/10
K

KCAI Trading Ltd.

3.2/10
M

Micael + Lucas

3.2/10
C

CHURCH TRACKS

3.2/10
M

Mariscos Nayarit VIP

3.2/10
F

Franchise Brokers

3.2/10
M

Mgroup

3.2/10
M

Mastercraft

3.2/10
B

Beth Healy Photography

3.2/10
A

Appliance Technician Jobs Marlboro Village 301

3.2/10
M

Merry Meows & Hounds

3.2/10
J

JD’s Shirt Shop

3.2/10
M

M and R Deli

3.2/10
P

pole

3.2/10
B

Bella Roma Restaurant

3.2/10
O

Order Authentic Chinese Online

3.2/10
H

Home

3.2/10
J

John Eblahan

3.2/10
M

Microcemento Argema

3.2/10
W

www.meezmarket.com

3.2/10
M

Milk Maidens Lactation

3.2/10
S

Shrub Trimming in Bentonville, AR

3.2/10
O

Order Authentic Chinese Online

3.2/10
O

Order Authentic Japanese Online

3.2/10
M

Motyvas

3.2/10
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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 3.9/10 means for food & beverage brands

The average Food & Beverage brand we've scored sits at 3.9/10. 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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