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.

1,789,885
Brands Scored
3.9/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,789,885 Food & Beverage Brands

AI-Ready8-10
<1%
302
Getting There6-7
6%
99,307
Needs Work4-5
57%
1,019,872
Not Discoverable0-3
37%
670,404

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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1,789,885 brands scored - page 16822 of 17,899

N

Newly Decor

2.4/10
M

Modern & Digital

2.4/10
N

Nieto Auto Services LLC

2.4/10
N

NO MAS JUNK

2.4/10
N

Nudelman Therapy & Consulting

2.4/10
N

Narwal Urban Village

2.4/10
N

NOME FURNITURE

2.4/10
N

New Mercies Counseling LLC.

2.4/10
N

New Mercies Counseling LLC.

2.4/10
O

One Of A Kind

2.4/10
N

NewallPaint

2.4/10
O

Optimistic Expansion

2.4/10
W

Welcome!

2.4/10
N

NevangelistaPlumb

2.4/10
M

MUJE

2.4/10
N

No.1 煌

2.4/10
N

NeverEverSteak.com

2.4/10
N

New York City Rats

2.4/10
B

Buffalo Harbor Cruises | Sightseeing & Boat Tours Buffalo NY

2.4/10
M

Mowat & Company

2.4/10
M

My Site

2.4/10
P

P10 Surfaces

2.4/10
P

p1bplumbing.com

2.4/10
N

Nujum Al-Rukham نجوم الرخام

2.4/10
W

williamcook.com

2.4/10
N

Non-Ductile Concrete Retrofit Experts

2.4/10
F

FERA

2.4/10
W

williamcook.com

2.4/10
N

North Star Grove Mini Food Hub

2.4/10
W

williamcook.com

2.4/10
N

Non-Ductile Concrete Retrofit Experts

2.4/10
N

N&S Empower Solutions LLC

2.4/10
R

rvleofthirds

2.4/10
N

New Century

2.4/10
N

New Horizon Counseling

2.4/10
O

Ortiz R Construction

2.4/10
N

No. 1 Chinese Restaurant (Chesapeake)

2.4/10
O

Obento

2.4/10
M

Moxy Truck Stop LLC

2.4/10
M

Mysite

2.4/10
O

ORUS CONSEIL

2.4/10
O

Osteopathie Goetz

2.4/10
O

OFFICESIX

2.4/10
S

Summer Camp

2.4/10
N

New Dragon

2.4/10
T

TheStrangestDream

2.4/10
C

CORNELIUS CONTRACTING HOME

2.4/10
O

Ozier Trailer Soluti

2.4/10
Ö

Özgül Çobanoğlu Beauty Studio

2.4/10
S

Sandem Consulting Services

2.4/10
S

Sandeep

2.4/10
N

Ninja Grill(6159 glenway

2.4/10
N

North Shore Custom Cleaning

2.4/10
N

Nyack Power Washing Service 845

2.4/10
N

Nyack Pressure Washing

2.4/10
P

PBR Mechanical Bull Riding

2.4/10
R

RITE STORAGE

2.4/10
O

On1 Visuals

2.4/10
M

MYRONBECKPHOTO

2.4/10
O

Oscar's Painting Services

2.4/10
N

New Life Christian Fellowship United Pentecostal Church

2.4/10
N

North Texas Stone Supply

2.4/10
M

My Site 1

2.4/10
N

New Life Christian Center

2.4/10
S

San Diego State Panhellenic

2.4/10
N

Not Latte

2.4/10
A

Andrew Thomas Greer

2.4/10
N

Nothing Like It

2.4/10
N

Nussbaum Autohaus

2.4/10
N

NOIR PAINTING

2.4/10
N

North Star Events

2.4/10
N

Noven Enterprises, LLC.

2.4/10
N

NW Portland Holistic Counseling

2.4/10
N

North Star Grove Mini Food Hub

2.4/10
N

Niche Lighting Technologies – UV & Speciality Components

2.4/10
M

Mountain Air Cabin Reviews

2.4/10
N

Niche Lighting Technologies – UV & Speciality Components

2.4/10
P

Pandit Ji Ke Paratha

2.4/10
N

NØK Cafe Hudson

2.4/10
O

On Point Sporting Club

2.4/10
O

Olde English Chimney Sweep

2.4/10
O

Olde Ivy Square

2.4/10
N

Nick Pfaff General Contracting LLC

2.4/10
R

Reliable Nameplates

2.4/10
O

On Point Sporting Club

2.4/10
M

Mountain Goat

2.4/10
M

Mountain Ember Hot Sauce

2.4/10
N

NS Light Dealer. Store closed

2.4/10
M

Mountain Falls Homeowners Association

2.4/10
O

One Standard Drink

2.4/10
M

Mountain Faith

2.4/10
P

Panek Construction

2.4/10
H

Home

2.4/10
O

Open Bar Jewelry

2.4/10
O

Oishi Express

2.4/10
N

Night Shift Solutions

2.4/10
N

Novu Method

2.4/10
O

Onshore Support Specialists

2.4/10
S

Scot Bennett

2.4/10
O

Old Hickory Title

2.4/10
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Score your food & beverage brand free

Want to improve your AI visibility score?

Read: AEO guide for Food & Beverage brands →

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.

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