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.

1,034,310
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,034,310 Food & Beverage Brands

AI-Ready8-10
<1%
1,994
Getting There6-7
19%
198,969
Needs Work4-5
66%
681,526
Not Discoverable0-3
15%
151,821

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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1,034,310 brands scored - page 10185 of 10,344

M

Margarita Mexican

3/10
N

Northgate Forest Senior

3/10
M

Margarita's Deli Cafe

3/10
M

Mochi

3/10
M

Mochica Chicken

3/10
M

Mom's Last Call LLC

3/10
L

Location

3/10
P

PURGE

3/10
M

Mochinut Sodo

3/10
M

Morgan's Mexican Restaurant

3/10
M

My Site

3/10
Y

Your Site Title

3/10
A

American Asbestos Abatement

3/10
N

Nehemiah's Restaurant

3/10
N

Nehemias Restaurant

3/10
N

Nella Vita Homes

3/10
N

Nancy Smorch's Natural Life

3/10
P

Purity Artifacts

3/10
N

Nelle's

3/10
P

Purist Spec

3/10
N

Nat OrgΓ’nico

3/10
F

FiDi Hospitality

3/10
V

VisualityArts by Atef Mshingo

3/10
M

Mr Taco & Tequila Bar

3/10
H

Home

3/10
M

Mr. Taco Mexican Grill Restaurant

3/10
P

Pierre Cleaning Services

3/10
M

MMGDeals

3/10
M

Mr taco the master LLC

3/10
M

Mr. Taco Taqueria

3/10
M

Mr. Tacos

3/10
M

MR TACO AND TEQUILA BAR 2 TX

3/10
H

Home

3/10
M

Morgasteen Vending

3/10
M

mori projects

3/10
N

Nellies Branford

3/10
N

Nepa Junk Removal & Cleanout Services

3/10
N

Nelmani Woodridge

3/10
N

Neighborhood KitchenToggle MenuFacebookInstagramTwitterGoogle ReviewsLinkedinScroll to topScroll to topToggle Menu Close

3/10
M

MRTE CAREERS

3/10
N

Nelly's Cuisine Food Truck

3/10
M

M Simmons Consulting

3/10
M

McKinley Hill Laundromat

3/10
S

She fought fiercely. She loved endlessly.

3/10
Q

Queen City Smut

3/10
M

McKenzie Wedding Barn

3/10
W

William Xiang

3/10
N

Nelos Mexican Restaurante

3/10
H

Home

3/10
B

Build Your Own Party info

3/10
M

Margaritta's Mexican Restaurant

3/10
N

Neighbors Bar

3/10
M

MSJRHS

3/10
M

Mongolian BBQ. 544

3/10
M

MSJC’s

3/10
M

Moctezuma Mexican Grill

3/10
K

Kemp Quarries

3/10
M

Moda Capelli Hair Salon Lyndhurst NJ

3/10
M

Moda en linea 2012 envios y local

3/10
M

mckinsey watteyne

3/10
M

Musky Shores Bar & Grill

3/10
W

WARNING: Your Cutting Board Is LEAKING Salmonella, E. Coli, and Deadly Germs into Your Meals RIGHT NOW!

3/10
T

The Gourmet Basket Home

3/10
Q

Queen Lean

3/10
M

Margin House

3/10
N

Nelson's Mexican Grill Louisiana

3/10
M

Mountain Minis

3/10
M

Mountain Minis

3/10
N

Nelson's Mexican Grill

3/10
M

Mt. Pulaski Cafe

3/10
M

MoeBites Vending LLC

3/10
M

Moeller Family Reunion 2026

3/10
M

MORITZ MFG

3/10
M

Morlantstrides Solutions

3/10
N

NALA

3/10
G

Green Cleaners

3/10
M

MTS Prod

3/10
N

neilsdonutstest

3/10
P

Phoebe's Care Guide

3/10
Q

Queen Of Cups by LJ

3/10
Q

Queen of the Felt

3/10
M

Mohawk Grill

3/10
T

The New Serenity View

3/10
M

Mountain Pizza

3/10
M

Mornaitec

3/10
M

Musser Family 300th Celebration

3/10
S

Sylla PLUS

3/10
-

--- Chef Pavlos

3/10
Q

Queen Rodriguez

3/10
M

McLaughlin Manor

3/10
G

GTOC

3/10
M

My Guadalajara Mexican Restaurant

3/10
M

Mr. Thai

3/10
M

Mr.Teriyaki

3/10
M

Mr. Toro

3/10
M

Mr Trompo Taquizas

3/10
Q

Queen Of Pho

3/10
M

My Kuban

3/10
N

Night to Shine Pampa

3/10
M

mrturfcleaning.com

3/10
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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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