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.

1,053,920
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 1,053,920 Food & Beverage Brands

AI-Ready8-10
<1%
2,039
Getting There6-7
19%
203,375
Needs Work4-5
66%
694,287
Not Discoverable0-3
15%
154,219

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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1,053,920 brands scored - page 8243 of 10,540

A

Appliance Technician Jobs Longbeach 562

4/10
H

Home

4/10
M

Mysite

4/10
L

LACEY LEONARD

4/10
L

LA VIE DANS MON ASSIETTE

4/10
L

Love to the People

4/10
P

private-investigator

4/10
C

Coffee & Bakery 37801

4/10
K

Kraemer's Tree Lot

4/10
H

Home

4/10
H

Home

4/10
H

Home

4/10
H

Home

4/10
K

Kyoto Sushi & Ramen

4/10
#

#RandyforKacey

4/10
I

Infinitehandsministry

4/10
L

Laan Na Thai

4/10
L

Lacatrina Mobile Food

4/10
L

lovesbbq

4/10
L

LA MESA POST 282

4/10
L

LV Heating & Cooling

4/10
L

Lucky Bowl

4/10
H

Home Page

4/10
H

Home

4/10
L

Luigiβ€˜s Italian Sandwiches

4/10
C

cevillafranca-def

4/10
M

Machi Boba

4/10
H

Home

4/10
H

Home :: M4MM

4/10
H

Home

4/10
M

Miss Kittyβ€˜s Cafe

4/10
T

The Lockeroom Lounge & Food Truck

4/10
A

Armonim

4/10
L

La Sorrentina

4/10
L

Love Azusa

4/10
L

Land Clearing in Lockport, NY

4/10
B

Buy la

4/10
L

Los Cabos Mexican Restaurant

4/10
K

Kenzie Wilson - Copywriter

4/10
L

Land Clearing in Loveland, CO

4/10
C

Chen Che

4/10
K

Kuća Peciva

4/10
L

Lyn Sperry Coaching

4/10
T

Taqueria La Carreta

4/10
L

Laska

4/10
K

KunanEnergy

4/10
L

LIVINGSTON NEIGHBORS HELPING NEIGHBORS

4/10
L

lolliandco

4/10
L

Luiβ€˜s Chinese Restaurant

4/10
L

Little Italy Restaurant

4/10
L

Luna's Cakes & Coffee

4/10
C

Chencho's Cocina & Cantina

4/10
L

Lucky Shadow Shop

4/10
L

Lotus Legacy Retreat

4/10
L

Loaded Burgers

4/10
H

Home

4/10
L

Liberty Chinatown kitchen

4/10
L

London Bar & Grill

4/10
L

Lotus Dumpling House

4/10
K

Krista Hoffman Design

4/10
L

Los Vaqueros

4/10
H

Home

4/10
L

LKVIA

4/10
L

La cuccina internazionale

4/10
M

Madeline Simpson

4/10
L

Lakes and Mountains Tent and Event

4/10
L

Little Blue Bakehouse

4/10
H

Home

4/10
B

Blue Drop Plumbing & Rooter

4/10
L

Loretta Lynn's Kitchen and Gift Shop

4/10
L

La Cabana Mexican Restaurant

4/10
R

Restaurant Bar Le Barjo Vars

4/10
L

Local Craft Beer

4/10
A

Asadero La Fogata

4/10
C

Carried Away Florals

4/10
L

LenLen

4/10
L

Lovett Marketing and Advertising

4/10
C

Chadβ€˜s

4/10
L

LifeMistUSA

4/10
J

Josehan Avila

4/10
H

Home

4/10
L

La Bonita Mexican Grill & Marisqueria

4/10
L

La Lupita Mexican Store and Restaurant

4/10
L

Lucky Garden

4/10
H

Home

4/10
L

lovelifefitness

4/10
H

Home

4/10
A

Astra Group Inc. -

4/10
L

Landmark Christian Fellowship

4/10
K

Krazy Knish

4/10
K

Kyra Restaurant

4/10
M

Magickly Natural

4/10
H

Home

4/10
L

La Cantera Restaurant

4/10
T

The Lodge at Arrow Lakes

4/10
K

Koonthaieatery.com

4/10
K

Komatsu Forklift Parts

4/10
K

KPB Asian Bistro (Fullerton)

4/10
K

Kathy's Sugar & Spice Catering

4/10
T

Tropical Garden Market

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