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.

1,747,800
Brands Scored
3.9/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,747,800 Food & Beverage Brands

AI-Ready8-10
<1%
284
Getting There6-7
5%
95,573
Needs Work4-5
58%
1,007,824
Not Discoverable0-3
37%
644,119

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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1,747,800 brands scored - page 13681 of 17,478

P

Petsitting with Leila

3.4/10
I

Ice Cream Shops

3.4/10
P

Peoria Fences

3.4/10
P

Precision Notary & Signature Solutions

3.4/10
R

Roddy Catering

3.4/10
F

Fredsters

3.4/10
P

Pet Spot Rd

3.4/10
P

Precision1storage

3.4/10
O

Order Authentic Chinese Online

3.4/10
P

Precision Restoration Experts

3.4/10
P

PEP Binder

3.4/10
S

Serveempressarys

3.4/10
B

BEMONIC REVIEWS

3.4/10
R

Rodermard.com

3.4/10
P

Precision Speed Co

3.4/10
S

Sarah Marie Livings

3.4/10
P

Pepe's Pawlor

3.4/10
S

Sarah Marie Livings

3.4/10
P

planningfullcircle.com

3.4/10
C

Camacho's Cleaning

3.4/10
S

Shuzo Takechi|Artist

3.4/10
R

Rod Morrison Marketing | Persuasive Presentations

3.4/10
R

Reese's Coffee

3.4/10
R

Reese Development

3.4/10
B

Ben Bernstein Psychotherapy

3.4/10
P

Peppermint Coffee Scrub

3.4/10
R

Reese Development

3.4/10
P

planoofficespace

3.4/10
W

www.automotiveitaly.com

3.4/10
P

Pepper Tavern

3.4/10
R

Reeves Electric LLC

3.4/10
R

Rodrigo Munoz Mobile Notary

3.4/10
B

Benchmark Arbitration

3.4/10
B

Benchmark Arbitration

3.4/10
M

Modern Host Company

3.4/10
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Χ¦.Χ€Χ¨Χ—Χ™ Χ”Χ›Χ€Χ¨

3.4/10
H

HB Hauling

3.4/10
P

PJ Gutters

3.4/10
J

Jersey City Chess

3.4/10
J

J. Rooter

3.4/10
P

Phase Prototypes

3.4/10
P

Port Jervis Railroad Museum

3.4/10
R

robertedwarddesign

3.4/10
A

Auto Outlet Bayamon

3.4/10
P

Professional Hornet Infestation Treatment

3.4/10
M

MMM... Juices

3.4/10
F

Freshwater Planted A

3.4/10
S

Shkodra Byrek β€” Authentic Albanian Mediterranean Cuisine

3.4/10
R

ROBERT JARON

3.4/10
H

Houseworks Collective

3.4/10
H

H & A

3.4/10
A

Ancient Oaks

3.4/10
M

My Site 1

3.4/10
H

HITZ KITCHEN

3.4/10
R

Roberto Iglesias

3.4/10
μ •

μ •μ†Œλ‹΄

3.4/10
H

Home Maid Services

3.4/10
H

Home Rescue Pro

3.4/10
F

Funerals ~ Horse Drawn Hearses

3.4/10
T

TAX TREES

3.4/10
H

Home To Home Guest H

3.4/10
4

41 Seasons 2

3.4/10
H

Home4RN

3.4/10
T

The Campbell's Company

3.4/10
H

HIVE WorkShop

3.4/10
J

Jeremiah S Stove C

3.4/10
H

Home

3.4/10
M

Monsite

3.4/10
S

Southeast Sales & Marketing, Inc.

3.4/10
H

Home and Hospitality Care

3.4/10
H

HOME APPÉTIT, LLC

3.4/10
O

Order Authentic Chinese Online

3.4/10
G

Get Professional Home Audio Setup Service

3.4/10
R

Rust In Peace

3.4/10
P

Professional Service Robots - ProServBots.com

3.4/10
R

Rustic Willow β€” Cabin Rentals on the Alaska Highway

3.4/10
M

My Site 5

3.4/10
J

Jeremy Germain

3.4/10
H

Home Beautifiers Landscaping & Sprinkler Spokane Valley

3.4/10
H

Home Away Vacation Stays

3.4/10
P

Pathfinder Outdoor Labs - Santa Barbara

3.4/10
C

Community Center

3.4/10
P

Potjandozie

3.4/10
H

Hjbeauty

3.4/10
P

Pilgrimstpaul

3.4/10
P

Portis Family Reunion

3.4/10
M

MotoREF

3.4/10
P

Portland Garage Builders

3.4/10
M

Mysite

3.4/10
M

MPA

3.4/10
F

FAITH & FREEDOM Apparel & Gifts by MPBS Laser Engraving

3.4/10
C

CANDLES- (Life - Comedy - Experiences - Art - Coming Soon!)

3.4/10
R

RUBBER ESTATE

3.4/10
B

Bajiofone

3.4/10
S

Seth Pry- Fine Line Tattoo Artist

3.4/10
R

Revival Restoration

3.4/10
H

Homepage

3.4/10
P

Professional Pathway Clearing

3.4/10
P

Portland Scooter Rentals

3.4/10
V

Visit

3.4/10
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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 3.9/10 means for food & beverage brands

The average Food & Beverage brand we've scored sits at 3.9/10. 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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