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.

993,204
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 993,204 Food & Beverage Brands

AI-Ready8-10
<1%
2,087
Getting There6-7
19%
193,404
Needs Work4-5
66%
652,720
Not Discoverable0-3
15%
144,993

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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993,204 brands scored - page 7733 of 9,933

P

Psychiatric Affiliates, P.A. | Expert Forensic Witnesses Florida

4/10
W

Water Group 7 | Honolulu’s Water Filtration Experts

4/10
M

malek

4/10
H

Harper Landau

4/10
P

Phil's Barbershop & Shave Parlour

4/10
H

Hunters Chase

4/10
F

Foodsalesup

4/10
R

RickErwins

4/10
C

CALVARY BAPTIST CHURCH

4/10
S

Seabourn World Cruises

4/10
F

FredeRick Gilmore, Architect

4/10
C

Cathy Sison

4/10
P

Pinang Asian Cuisine

4/10
S

SHI & Company

4/10
A

Anthony & Crystal

4/10
C

Claywork by Hand

4/10
O

Ossipee Mountain Land Company

4/10
I

Ishothomes

4/10
H

Home

4/10
T

Tribrik

4/10
N

Neurocirujano en Nogales, Sonora, DR. CARLOS L. ENCINAS

4/10
R

River City Restaurant Equipment

4/10
J

Juicy Seafood & Wings

4/10
R

Reklam Ads

4/10
H

Hasigoki

4/10
Q

Qulinarnia Modern Polish Cuisine

4/10
Y

Your Site Title

4/10
O

Oslo Wine Company

4/10
B

Buttermilk Battered, Country

4/10
G

Glass Building Sup.

4/10
J

JusTaskBrian LLC

4/10
H

Home

4/10
I

ITERSA.COM

4/10
P

Party Rentals Beverly Hills

4/10
T

The Cultural Kitchen

4/10
V

vextrip

4/10
P

Plumbing In Salt Lake City

4/10
D

Dr. Mustafa Alani

4/10
H

Harvest of Talents

4/10
M

Munchie P's Eatery

4/10
D

Dream Vision

4/10
S

Saint Athanasius Byzantine Catholic Church

4/10
M

mth-coldroom-doors

4/10
S

Sushi Corner

4/10
I

Italian Kitchen Grill & Cafe

4/10
O

Our Leavers

4/10
W

www.maisonvicentini.it

4/10
W

Welcome To Townridge & The Village at Townridge

4/10
T

The Hair Bar Santa Clarita

4/10
O

Oshawa Golf

4/10
H

Hudson's Cafe

4/10
V

VDGAS C.A.

4/10
H

Haiku Crush

4/10
T

Thehivereccenter

4/10
M

MAMA'S PEPPER JUICE-N-TINGS LLC

4/10
L

La Cochera

4/10
V

Vedanta

4/10
C

Clasificados Barrancabermeja | Tu Negocio Local en Google!

4/10
S

Sushi Hana

4/10
F

FOODHANDLERCOURSE.COM

4/10
T

The Firehouse Inn

4/10
H

Handle District

4/10
M

Mysite

4/10
T

The Hop Shop

4/10
B

Boba Beast

4/10
M

Maley

4/10
μ‹ 

μ‹ λ“œμ½”

4/10
H

Home

4/10
C

Copy of juliohugomontessi

4/10
A

Amvets Post 45

4/10
R

Ristorante Bucci

4/10
W

We Build Solid Customers

4/10
A

ANTILLES STILLHOUSE

4/10
G

Get Hydroseeding Service

4/10
L

La Zingara

4/10
V

V Food Stylist

4/10
C

CJ Brown's Boatyard Grille

4/10
B

Blue Fox Engineering, LLC

4/10
L

LLS Proposals

4/10
A

Appliance Technician Jobs Minnetonka 952

4/10
B

Big Belly Dad

4/10
M

MiniSuper Studio

4/10
G

GirlyDate.com

4/10
L

LJ's Pizza Patio

4/10
F

Foothills Recycling

4/10
T

Trompitoz Taqueria 1

4/10
H

Home

4/10
P

Pleasant Valley Meats WB

4/10
H

Hutchinson Point Milford NH

4/10
M

Malva Arquitectura

4/10
S

South Sunshine Gardens

4/10
H

Home

4/10
B

Bar Beer Lines

4/10
H

Home

4/10
O

Our Bridgewater Roads

4/10
F

Family Catering Services

4/10
M

Mako Custom Homes

4/10
T

The Fifth Local Alehouse and Eatery

4/10
S

Sakura Sushi & Grill

4/10
R

Raleigh Dew

4/10
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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†’