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.

994,003
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 994,003 Food & Beverage Brands

AI-Ready8-10
<1%
2,087
Getting There6-7
19%
193,581
Needs Work4-5
66%
653,256
Not Discoverable0-3
15%
145,079

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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994,003 brands scored - page 314 of 9,941

M

Marissa

7/10
2

2008-8

7/10
B

Best Wedding Caterers Santa Fe & Taos, New Mexico β€” Farm

7/10
L

Luxe Loo Lometa

7/10
N

Natives

7/10
M

Multiempaques Y Peri

7/10
T

The Naughty Angel - French Inspired Steakhouse

7/10
M

mixotica

7/10
N

New England Rodeo

7/10
H

HAL 1 LLC

7/10
C

Chef Michele Casadei Massari

7/10
M

Morish Aviation Cons

7/10
C

Caderamen

7/10
M

Miss Murphy’s High Street Inn | Galena, Illinois B&B Black telephone handset icon.WiFi signal icon, black on white.Black and white illustration of a fork, plate, and knife, representing dining or meals.Black, stylized flower with seven small round blossoms radiating from a central point.Black and white tennis racket with a ball, on a white background.

7/10
M

Mont Everest Masala Montreal

7/10
B

Burj Azizi Official

7/10
M

Myrcene Ale Co.

7/10
L

LA MIELLERIE KING

7/10
S

Small Batch Wines | Native Bloom Winery | Ventura, CA Downward

7/10
V

Vintage Inn at Veritas Estate Winery: South Haven MI Bed and Breakfast

7/10
N

Nautilus Sportfishin

7/10
B

Best Burgers in Luxembourg

7/10
N

Nora's Carmel Comfort Food

7/10
C

carnetsdelaleatoire

7/10
N

Neda Neon Studio

7/10
N

NOIRE BROW BARRE

7/10
L

Loc@l

7/10
M

MidPoint Bar + Eatery | Katy, TX

7/10
λ©”

λ©”λ¦¬νŠΈ LABELS

7/10
N

NCL Studio

7/10
N

Nour Beauty Bar

7/10
E

Eastwood Trees New

7/10
K

Kick The Clutter

7/10
L

Lock Museum

7/10
N

Next Level Cakery LLC

7/10
N

newcollab

7/10
N

Nostalgia Games Cafe

7/10
N

New Paths Nutrition

7/10
K

Kimberley Reed Hair

7/10
C

Charcuterie Crossing

7/10
L

Loup de Lou

7/10
Γ‰

Γ©cole Mont & Sourire

7/10
M

MEXA ARQUITECTOS

7/10
M

Moonrise Peak Property Management

7/10
S

Site

7/10
M

Modern American Cuisine | Charcoal

7/10
M

MeadowlarkInnMontana

7/10
N

NEW CHALLENGE PARIS

7/10
M

My Pour Decisions

7/10
N

Nice Lawn Eh

7/10
M

maliblu-sunset-13

7/10
C

Cedars

7/10
N

NAS Sign Company

7/10
_

_NouNook_

7/10
N

Noble Estate Sales

7/10
T

Testimonial Photo Gallery

7/10
L

Lucky J Ranch CA

7/10
C

Casual Ace Learning Centre

7/10
M

Monarca Kitchen

7/10
O

Olaf Hartsuijker

7/10
N

Nisarga Resort Bangalore

7/10
C

CAF New York Wing

7/10
M

MistysCustomCakes

7/10
O

oncelmachine

7/10
N

Newark Arcade

7/10
S

Sewer & Drain Services | The Toilet Whisperer | CA Blank white rectangle on a plain white backgroundBlack plumbing pipes with two U

7/10
C

Challenger Roofing

7/10
M

Mood Food PDX

7/10
W

Wheree

7/10
M

maker216

7/10
N

Ninos Corner Pizza Restaurant

7/10
O

Oak Spring Equest

7/10
O

Oak Valley Golf Course

7/10
N

Nimi's Kitchen

7/10
L

La Patrouille

7/10
N

NantBioRenewables

7/10
M

Moss & Memories

7/10
O

Old Taylor High

7/10
P

Professional Photography

7/10
N

Nancy Proulx

7/10
O

Ockandymassage

7/10
M

Moonlight Mantids

7/10
H

Horizon Event Rentals

7/10
M

Moo Moo's Kitchen

7/10
D

Diagnostic Conseil I

7/10
N

Nails 2001

7/10
N

New Bite Indian

7/10
O

Oh Happy Bake

7/10
C

ChristineGranouxpsychologue

7/10
W

Windmill Storage

7/10
O

Olympia Blooms

7/10
H

HΓ΄tel La Gelinotte

7/10
P

Parvati's Lap

7/10
O

oneida-lake-sailing

7/10
O

Oncle Heraclite

7/10
L

Lim Ros Thai Restaurant

7/10
O

On Target Construc 1

7/10
P

Party Elevation Rental

7/10
N

Nikki Forbes Music

7/10
O

ODM-ELECTRIC

7/10
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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

New York CityLos AngelesChicagoHoustonPhoenixPhiladelphiaSan AntonioSan DiegoDallasSan JoseAustinJacksonvilleSan FranciscoColumbusCharlotteIndianapolis

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πŸ’» Tech & SaaSπŸ›οΈ Ecommerce & RetailπŸ’ͺ Health & WellnessπŸ’… BeautyπŸ‘— Fashion & ApparelπŸ’° Finance & FintechAll brands β†’