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 9377 of 9,941

C

chaotic shirtsΒ β™‘

3/10
T

The Knick

3/10
T

The K

3/10
G

Grove Market & Provisions

3/10
S

Skinner's Pub

3/10
T

THE LIBRARY

3/10
A

APAS

3/10
T

The Local Fix

3/10
C

Ciudad Bonita

3/10
T

The Soul Glo Project

3/10
W

Welcome to the Log House Restaurant

3/10
T

The Loft @205

3/10
T

The Loon: Wine Bar, Shop, & Events

3/10
H

Home

3/10
W

www.themadhatterclub.com

3/10
W

Werens

3/10
M

My Site 4

3/10
T

The Marigold Room

3/10
K

Krims & Krams

3/10
M

MCM Pub & Grill

3/10
G

GIVASOLAR

3/10
T

The Mogul Restaurant, Fine dining in Mammoth Lakes, California, 93546 at Mammoth Mountain Ski Area

3/10
M

Molalla Whitehorse LLC

3/10
T

The Monto

3/10
A

Avon Revistas CosmΓ©ticos e Casa & Estilo

3/10
H

hipermarfish

3/10
H

Home

3/10
T

The Mule Cocktail Ba

3/10
H

Home

3/10
T

Thenburger

3/10
T

THE NEIGHBOR

3/10
H

Hostaria da Franz

3/10
S

Seatrium Portal

3/10
B

Bagels, Bakery & Deli

3/10
I

ICEBERGS HOTEL

3/10
O

Offramp

3/10
N

NEOQUE

3/10
L

Le Lieu de la Photographie

3/10
C

Celesa

3/10
S

Smothered Brunch

3/10
N

Normal

3/10
T

The Orient

3/10
T

Theoriginaljoeyos

3/10
T

The Outpost

3/10
T

The Palace Diner

3/10
T

The Palace Cafe

3/10
T

The Pan Handlers Cafe

3/10
T

The Pantry

3/10
T

The Paper Bridge

3/10
H

HOEK

3/10
S

Stay Swanky

3/10
H

Hogwaller Brewing

3/10
P

Patio Restaurant

3/10
T

The Patron Restaurant, Mechanicsville Virginia

3/10
C

CheckMEND

3/10
T

The Peacock Restaurant and Bar

3/10
C

Cocorico

3/10
P

Peninsula Market

3/10
P

Perry Family Farm

3/10
T

Thepieguyspizzeria

3/10
T

The Philosophers House

3/10
S

SAN Berlin

3/10
T

The Playground Community CafΓ©

3/10
P

ProdΓ©gustation

3/10
A

Ashok Gopaldas Jewelers

3/10
A

A. CORMA

3/10
T

The Radio Bar

3/10
T

The Ragged Edge Coffee House

3/10
T

The Colonnade

3/10
M

Mexico Viejo Grill

3/10
T

The Red Hook Country Inn New York

3/10
H

Homes of Harmony

3/10
T

The River Bottom β€” Mediterranean Speakeasy in South Haven, MI

3/10
H

HOMETOWN CAFE

3/10
T

THE ROOF on the lake

3/10
T

The Roosevelt Barbershop

3/10
T

The Roost Bar and Grill

3/10
R

Royal Indian

3/10
T

The Rumor Reel Pasadena

3/10
S

Sage Midwifery

3/10
T

The Saloon

3/10
C

Community Crafthouse

3/10
T

THE SALON @ the junction

3/10
C

Community Partners Title Agency

3/10
T

The Sandpiper Suites

3/10
S

Sanjay Puri Architects

3/10
T

The Shoppes at Union Hill

3/10
C

Concord Bagels

3/10
T

The Side Door

3/10
T

The Shuck Station

3/10
T

The Sitch

3/10
T

The Skillet Restaurant

3/10
T

The Slice

3/10
D

Dolores LBC

3/10
S

South Park Shops Mall

3/10
S

Soverel Harbour Marina

3/10
T

The Summit Bar and Cafe

3/10
S

Sushi Aoi

3/10
S

SenseList

3/10
T

The Table

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