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.

968,156
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 968,156 Food & Beverage Brands

AI-Ready8-10
<1%
1,356
Getting There6-7
20%
194,886
Needs Work4-5
71%
691,059
Not Discoverable0-3
8%
80,855

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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968,156 brands scored - page 9655 of 9,682

M

MADE IN NAPOLi

3/10
A

Atlanta Masonic Center

3/10
M

Maya Indian Cuisine

3/10
J

Jackson Hole CowBelles

3/10
H

Home

3/10
M

MAQUINADOS RAFLOSA

3/10
M

MCE Metal Construction Engineering

3/10
L

Leeds Water Company

3/10
L

legendary-hs

3/10
H

Home

3/10
C

COMERCIAL CORPREN

3/10
L

le Tambour Tavern

3/10
M

Mamma Maria's

3/10
M

Mateo's Restaurant Hainesport, NJ

3/10
M

Matagorda Fire Extinguisher, LLC

3/10
M

mairi creedon

3/10
M

Main Street Bill & Ruth's

3/10
L

Livendo®

3/10
L

Little Italy Catering Cafe & Events

3/10
L

Luz y Flama

3/10
H

Home

3/10
M

Moffat County Hot Air Balloon Festival

3/10
Y

Yummy Noodles

3/10
H

Home

3/10
I

ICB

3/10
L

LC Kitchen and Bar Designs

3/10
M

Marka Mercados

3/10
M

Muhlenberg County Agriculture Center

3/10
M

mainport fish & chips , fried chicken and Seafood

3/10
L

LPK SHINCHOKU INDONESIA

3/10
M

MEYER BAG

3/10
K

Kern Rx Return

3/10
3

351 CALIFORNIA

3/10
M

Mingle Cocktail Lounge

3/10
M

Mastercrafted Cocktails

3/10
B

Bagel Bazaar

3/10
I

Interelectronic Copy

3/10
H

Home :: Matador Foods

3/10
L

Lolas Burger · Sin Lolas no hay paraíso

3/10
M

Maracuyá

3/10
H

Home

3/10
M

Maribérico

3/10
J

Joe and Kinga

3/10
M

maidhattan

3/10
M

miltonsliquors

3/10
L

Los 3 Nortenos Mexican Grill

3/10
K

KnightsHead Trust

3/10
M

machineROYALTY.

3/10
S

Shangahi Restaurant + ZhangLiang Malatang 张亮麻辣烫

3/10
M

mardigrascarnival

3/10
M

McKinley Park Electrician Service

3/10
M

Maine West Storage

3/10
M

MAQUINARIAS MCY

3/10
L

LLACATEXTIL

3/10
M

Michelle Sinclair

3/10
H

Home

3/10
T

The 2026 Mattalina Wine Mixer

3/10
L

Lou's DELI

3/10
M

Manna Korean Restaurant

3/10
D

Dallas Area School District

3/10
M

Middle Sister Farm

3/10
M

markpalkoski

3/10
M

michaelbarish.com

3/10
C

ConstruccionesFyM

3/10
M

mcrosy.com

3/10
L

Little Tokyo Hotel

3/10
B

Bibliatón

3/10

狐狸先吃 Lucky Star Chicken

3/10
H

Home

3/10
M

Mafra

3/10
M

Meli Taqueria

3/10
L

LowDoubt Bar

3/10
L

LPL

3/10
M

Médicos a Domicilio en el Gran Santiago

3/10
H

Home page

3/10
M

Meadowlark Assisted Living

3/10
M

manganaromidatlanticclassaction

3/10
L

Lotus Inn McAllen, TX

3/10
M

mezitlimedicalparktaksi

3/10
M

MH Roofing & Coatings

3/10
L

Local One

3/10
M

Maps PH Management

3/10
K

Kinta Groupe Corporation

3/10
M

Maquila de Obleas de Amaranto

3/10
M

Mar Rojo

3/10
L

Luigi's Famous Pizza NJ in Jersey Shore

3/10
M

Matrix Real Estate and Properties

3/10
L

Luna's Pizzeria & Restaurant la 13 in North Jersey

3/10
M

Mark Whiskey and the Sours

3/10
L

Lucky Fortune in Staten Island

3/10
M

Manuela Grabow

3/10
M

Mia's in Staten Island

3/10
P

Private Parties and Catering Leonia , NJ

3/10
C

Curry Fiesta

3/10
M

Mid City Motel

3/10
H

Home Page

3/10
M

Mark Olivieri

3/10
M

Milli by Metric

3/10
M

maevestavern

3/10
T

The Mayflower

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 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.

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