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.

1,037,979
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,037,979 Food & Beverage Brands

AI-Ready8-10
<1%
2,147
Getting There6-7
19%
201,520
Needs Work4-5
66%
681,751
Not Discoverable0-3
15%
152,561

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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1,037,979 brands scored - page 10092 of 10,380

A

Anthony (Anh) Ngo Construction

3/10
M

Machu Picchu Peruvian Restaurant

3/10
F

Fireweed Co

3/10
F

Fred Anderson Kia of Raleigh

3/10
L

LATINOS EN COLUMBUS OHIO

3/10
L

Lo Bar Social

3/10
H

home

3/10
K

Kin Thai Cuisine Lapeer

3/10
L

Lucy's Cafe West

3/10
L

L.I.P.S.A.

3/10
H

Home

3/10
K

Katie Cooper

3/10
L

LA COCINITA DE JACKIE RESTAURANT

3/10
L

levisrestaurantmitchellville

3/10
L

LIT Homes

3/10
L

LOTTE USA WORLD

3/10
L

Las Colinas Master Electrician

3/10
H

Home

3/10
L

Los Girasoles Mexican Restaurant

3/10
H

Home

3/10
L

Little Lantanas Montessori

3/10
L

Leverage Hospitality Group |

3/10
L

La Chula Restaurant & Bar

3/10
L

Los 3 Amigos & Italian

3/10
L

Little Oaxaca

3/10
I

i Love San Francisco, CA

3/10
L

Laila Pathan

3/10
L

La Pesca de los Mekis

3/10
L

La Leyenda Authentic Mexican Restaurant

3/10
L

Lupitas Kitchen

3/10
L

La Esquina Market

3/10
L

Lokosta

3/10
L

Los Ponchos Mexican Grill Moss Bluff La

3/10
L

Linda Michoacana

3/10
A

ALTUS

3/10
L

Lotus Xpress

3/10
L

Les Foodies Festival

3/10
L

Lala Boat Charter - Nothing beats a day on the water

3/10
L

lfdm

3/10
L

Liberty Square Lofts Website

3/10
L

Las Delicias de Vargas

3/10
K

Kraemer Metal Works

3/10
L

Lezvos

3/10
L

Lotus Cafe

3/10
K

KNIGHTS OF I.T.

3/10
L

La Cocina De Don Ramon

3/10
L

Lights Out For The Youth

3/10
L

Los Altos restaurant

3/10
L

Los Toritos Of Crossville TN

3/10
L

Lanzone Family Home Page (Kennesaw, Ga USA)

3/10
L

Lynne B. Clark

3/10
L

Lovejoy Retirement and Wellness

3/10
L

La Cocina de Maria

3/10
L

Las Palmas Russellville

3/10
L

La Casita Mexican Restaurant

3/10
L

Los Toritos

3/10
E

EvoΓ« Thorne, MS, NCC, LMHC

3/10
L

Lone Star Gardens

3/10
L

loganstadiumparking.com

3/10
L

Lured In Resort

3/10
L

largerlifedevelopment

3/10
L

L'ASUNCION Hotel

3/10
L

La Pollera Colombiana Restaurant

3/10
L

La Frontera Mexican Grill

3/10
K

KTM, Inc.Scroll to top

3/10
L

La BoriChina

3/10
L

Las Cazuelas Beaumont

3/10
L

La Delicia Taqueria # 2 Red Bank

3/10
K

Kosher Market Online

3/10
L

Livvi's Lunchbox

3/10
J

JNA Custom Homes

3/10
T

The Lucky Greek Corona.ca

3/10
L

La Perla del Pacifico

3/10
Y

Your Site Title

3/10
L

Landsman Kill Trail Association

3/10
L

La Sorpresa Bakery

3/10
L

LATIN AMERICAN

3/10
I

Idaho Falls Acupuncture

3/10
A

A Taste of Marilyn

3/10
K

Kukulcan Mexican Restaurant

3/10
C

Carver Sportsmen's Club Home Page

3/10
L

La victoria incubator kitchen |

3/10
L

Los Jarochos Mexican Restaurant

3/10
L

Little Dragon Cafe

3/10
L

La Conquista Taqueria

3/10
J

John Gehrig Inc.

3/10
L

Los Victors Mexican Food

3/10
L

LILI LAVENDER

3/10
L

Little Niko Pizza & Gelateria

3/10
L

Lupita Mexican Restaurant

3/10
L

Lignew

3/10
H

home

3/10
K

KRISTIAN THACKER

3/10
H

Home

3/10
L

Latin Arepas Springboro

3/10
L

La Antigua Mexican Restaurant

3/10
L

Lucky Turtle Grill & Lucky Moose Lounge

3/10
K

Kifaru Vending

3/10
M

MacTowey Artisan Butcher

3/10
S

Senator Frank L. Madla, Jr. Natural Area

3/10
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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 4.6/10 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.

Food & Beverage AI visibility by city

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