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.

1,051,484
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,051,484 Food & Beverage Brands

AI-Ready8-10
<1%
2,038
Getting There6-7
19%
202,799
Needs Work4-5
66%
692,702
Not Discoverable0-3
15%
153,945

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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1,051,484 brands scored - page 8261 of 10,515

C

Cheng's Restaurant

4/10
L

Lydia CA Estates

4/10
G

Get Professional Mesh Pool Fence Installation

4/10
L

Land Clearing in Novato, CA

4/10
H

Home

4/10
M

Mossuto's Market

4/10
N

Novedades Espinoza

4/10
N

NL Cookies

4/10
N

NMI Development

4/10
M

Maria’s List

4/10
K

King Solomon's Taste

4/10
H

Home

4/10
L

Local Bound β€’ Badass Farms, Delivered

4/10
N

ninarileysoprano

4/10
H

Home

4/10
M

Mikimukids

4/10
N

Nirvana

4/10
N

NHSDG

4/10
M

McKenzie Farms of Woods Cove

4/10
H

Home

4/10
H

Home

4/10
H

Home

4/10
C

Carvel Vintage

4/10
A

Authentic South Indian Restaurant Near Me in East Lansing

4/10
"

"Lona-S", SIA

4/10
N

Nick Wiltsher

4/10
M

mdramirez

4/10
H

Home

4/10
T

Trilogy at La Quinta Maintenance Association

4/10
M

Mr. Sparkles

4/10
N

New Win Long

4/10
N

Nordique Chef

4/10
C

Chelys Pizza 2

4/10
H

Home

4/10
M

Mr Pho

4/10
M

Muebles La Mesilla

4/10
N

Northgate Veterinary

4/10
N

Nicos Taco Shop

4/10
N

Nolia - Brunch Bar | Pide online

4/10
B

Best Senior Residential Care in Norway, ME

4/10
N

North Farms

4/10
N

Next Level Protection

4/10
M

My Site

4/10
N

Ninja Ramen York

4/10
N

Natasha's British Bakes

4/10
N

NosyK9.com

4/10
H

Home

4/10
N

Nocturna Tattoo & Piercing

4/10
T

Taqueria El Mariachi

4/10
M

mod remblier

4/10
N

New Auburn Cheese Company

4/10
M

Mobley Construction

4/10
H

Home

4/10
N

Not Your Grandma's Cupcakes

4/10
H

Home

4/10
E

Et tu Law: Insider Threats and the Law

4/10
S

Sunlight Indian Cuisine

4/10
L

Los Planes De Renderos

4/10
M

Mum's Fish & Chips

4/10
M

Melanie Resch Photography

4/10
T

The Nikao Foundation

4/10
M

Mississippi Usa Gymn

4/10
C

Centerville Diners

4/10
M

Mona

4/10
N

Nana Lilβ€˜s Cafe

4/10
N

null

4/10
N

Nicole's Fit Kitchen

4/10
N

Norton Upholstery

4/10
M

Mr Congee Chinese Cuisine -

4/10
N

Noels Market

4/10
널

널리널리(NULLI NULLI)λ°˜μ‘ν˜•μ œλ°œλ˜μ£Όμ„Έμš”μš”

4/10
H

Home

4/10
M

Montgomery Place

4/10
H

Home

4/10
H

Home

4/10
H

Home

4/10
H

Home

4/10
H

Hernandez Health Care Systems- Legacy Meadows

4/10
M

Montes Breakfast Burritos

4/10
L

Los Papagallos in Jersey Shore

4/10
N

Nori Japanese Sushi & Grill

4/10
N

New Hope Church - Gary

4/10
N

Naqua

4/10
M

Mulholland Estate

4/10
M

Mustafa Shaheen

4/10
M

Mochi Ring Donuts

4/10
L

Lucky Star Chinese Food (Oleander Dr)

4/10
N

Nighthawk Grill & Bar

4/10
M

Mizuki Sushi

4/10
M

Mughal Bakery

4/10
5

5727 S Odelin Lane, Harrison, ID

4/10
H

Home

4/10
H

Home

4/10
L

Lula's Place

4/10
N

NolensvilleCoffee.com

4/10
L

Los Sanchez Panderia y Restaurante

4/10
R

Roofing Professionals

4/10
N

NC Church

4/10
L

L'uva Wine Room - Starkville's premier wine bar

4/10
L

Little Nemaha Enterprises LLC

4/10
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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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