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.

1,112,149
Brands Scored
3.5/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,112,149 Food & Beverage Brands

AI-Ready8-10
<1%
260
Getting There6-7
5%
55,264
Needs Work4-5
44%
491,109
Not Discoverable0-3
51%
565,516

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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1,112,149 brands scored - page 4446 of 11,122

L

Le Borgne Saint Palais

4.3/10
K

KlassicKreations

4.3/10
L

Legends Patio Grill & Bar

4.3/10
L

la-plume-d-alice

4.3/10
O

Order Authentic Japanese Online

4.3/10
M

Merchant Solutions

4.3/10
L

Leave It To Lucy Deliveries LTD

4.3/10
A

Apartments In Raleigh, NC

4.3/10
K

KEYSCONTRACTINGSERVICES.COM

4.3/10
R

Ristorante del Ponte Scatolini

4.3/10
L

Leño y Carbón

4.3/10
L

Liquor Liability Co

4.3/10
L

Lichas Mexican Diner

4.3/10
L

Life's A Batch

4.3/10
L

LIRAN ELIAS

4.3/10
L

Linkwood Manor

4.3/10
L

Littlejohn Produce

4.3/10
A

Apartments for Rent in Buena Park, CA

4.3/10
J

Joey’s Diner | Retro 1950s Diner in Downtown Waukesha Empty white space.

4.3/10
H

hardwoods

4.3/10
A

Apartments for Rent in Salt Lake City, UT

4.3/10
L

Lichttänzer

4.3/10
K

Kirk Forestry Solutions

4.3/10
L

Les Meubles d'avant

4.3/10
L

Lilly Joy Hawaii

4.3/10
L

Life of the Party

4.3/10
L

Lesouffledudao

4.3/10
L

Lift316

4.3/10
L

lafronteraphoenix.com -

4.3/10
L

lecerf-joaillier

4.3/10
N

Nail Salon 68128 | CELINE NAIL BAR | La Vista, NE 68128

4.3/10
A

American Friends of Leket Israel

4.3/10
F

Fresh Noodles

4.3/10
L

Little Etna, LLC

4.3/10
C

Custom Spirits & Liquor Glass Bottle Manufacturer

4.3/10
#

#Lights Camera Actio

4.3/10
L

Lima Limon Peruvian Cuisine Tampa

4.3/10
L

Little Loaf Bakery & Schoolhouse

4.3/10
M

mademan design

4.3/10
H

Home

4.3/10
L

LeRack®

4.3/10
L

LCOP Platteville, WI

4.3/10
L

L7 Bar & Grill

4.3/10
M

Madison Cafe Restaurant

4.3/10
L

L'Échelle

4.3/10
L

le bon pain

4.3/10
K

Klinger Constructors, LLC

4.3/10
M

Mable Roads

4.3/10
L

L&H Electric, LLC

4.3/10
A

Aquarian Catering

4.3/10
L

Liu‘s Village

4.3/10
A

Andregallant

4.3/10
K

KD46-web

4.3/10
L

locationmontcalm

4.3/10
J

Jordan Fargo

4.3/10
L

La Fritanga, Latín Food

4.3/10
L

Lake Wallenpaupack Yacht Club

4.3/10
K

knosh box

4.3/10
L

Local Good Pantry

4.3/10
D

Don't Tell Liv

4.3/10
D

Dr. Dirt's Indiana Graffiti Removal Service LLC -

4.3/10
L

Lewiston Senior Center

4.3/10
R

Restaurante Fuerteventura

4.3/10
L

La Dolce Vita Food Tours -

4.3/10
N

null

4.3/10
H

Home

4.3/10
M

maddysherman

4.3/10
K

Koadou le Blavet à s

4.3/10
M

Monsite

4.3/10
L

Les Trembles

4.3/10
L

LRT Outdoors

4.3/10
L

Lola Gastro Bar Madrid

4.3/10
J

Judo Club Mezzaroma

4.3/10
T

the Luvpuppets

4.3/10
L

La Peyruche

4.3/10
A

Atelier Des Charbo 5

4.3/10
L

Life Studio

4.3/10
L

LocalDecatur.com

4.3/10
L

Los Tres Vaqueros

4.3/10
A

Artisan Des Gastrono

4.3/10
L

Los Aztecas

4.3/10
T

The Luminary

4.3/10
L

Lola’s Perfect Pour

4.3/10
P

private-investigator

4.3/10
K

Kyoto Sushi & Ramen

4.3/10
L

Little Tokyo

4.3/10
A

Aspire School of English

4.3/10
L

Livae Research & Development

4.3/10
L

Local Craft Beer

4.3/10
K

Kristina's Kitchen

4.3/10
M

MA Brooklyn Thai

4.3/10
L

Love-Heitmeyer Funeral Home | Ottawa, OH hamburger menu iconX ICON

4.3/10
K

Komatsu Forklift Parts

4.3/10
L

LEB Dépannage

4.3/10
I

Inn and Trail Gourmet

4.3/10
L

lopezherraizabogados

4.3/10
L

Luna Restaurant

4.3/10
M

Mysite

4.3/10
R

Rouges Terres Gites

4.3/10
L

Lunch Restaurant, Sandwich Shop

4.3/10
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Score your food & beverage brand free

Want to improve your AI visibility score?

Read: AEO guide for Food & Beverage brands →

What an AEO score of 3.5/10 means for food & beverage brands

The average Food & Beverage brand we've scored sits at 3.5/10. 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.

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