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 8234 of 10,540

L

Lakewood Ranch Deli

4/10
A

Accurate Reliable Well Water Testing Services Near You

4/10
A

Amazing grazing, llc

4/10
K

Kallie's Cookies

4/10
K

Kono Kono Beach Resort - Zanzibar

4/10
H

Hermosa Residential Resorts

4/10
L

Louisiana Seafood 1

4/10
K

Kosher Price 2

4/10
L

Latinas Restaurant

4/10
L

La Bodega Taqueria

4/10
K

Kazuya Michael Endo

4/10
H

Home

4/10
K

kylieclary

4/10
W

wedding

4/10
L

Life Sprout: Birth Empowerment

4/10
A

American Pro

4/10
K

Knowles Cervenka Engineering

4/10
H

Home

4/10
H

Home

4/10
A

American Amino Acids Federation

4/10
B

Bringing Logistics Under 1 Roof

4/10
K

Kalaveras Modern Mexican Cocina & Bar

4/10
L

Lavillamexfoodlbk

4/10
L

Las Palmas Mexican Grill

4/10
L

Lake Helen Methodist Church

4/10
A

Ashfield Lake House Comfort Food

4/10
A

all1tops

4/10
L

La OrocoveΓ±a Restaurant

4/10
L

Las Tapatias Mexican Cafe

4/10
L

LV RDG

4/10
H

Home

4/10
L

Little Capital

4/10
L

LA ESTRELLA 2 INC

4/10
K

Kay Distributing

4/10
L

La Terraza del Pardo

4/10
I

Intension Construction

4/10
L

Las peΓ±itas

4/10
L

Las Marias

4/10
L

Lao Ma Spicy

4/10
H

Home

4/10
L

Lattes in Paradise - St. Thomas, USVI

4/10
H

home

4/10
L

La Bruschetta Pizza in Brooklyn

4/10
M

Monsite

4/10
K

Kyoto

4/10
L

La Bodega Express

4/10
H

Hidden Creek Cabin Blue Ridge, Ga.

4/10
H

heron press

4/10
L

Lake Burger

4/10
L

Laundry Royalty NJ

4/10
H

Heritage Cafe

4/10
H

Home

4/10
H

Home

4/10
K

King of SWFL

4/10
L

La couronne

4/10
L

Libertine Key

4/10
A

Amanda & Zach

4/10
L

Laurence Creative

4/10
A

All Things Party

4/10
J

J and T's on the Main Restaurant

4/10
K

KAREN LOH INTERIORS

4/10
K

Korner Shak

4/10
L

Latino's Bar Restaurant

4/10
I

Integrated Fighting Arts

4/10
K

Kirin Sushi Steak House

4/10
F

Fire Restoration in Lakeville, MN

4/10
K

Koi sushi

4/10
K

Kotobuki Japanese Restaurant

4/10
L

La Trastienda

4/10
H

Home

4/10
L

LaHollis Hill Photography

4/10
K

Kim's Wings

4/10
L

La Baraka

4/10
L

Lartigue's on the Hill

4/10
A

All Phase Flat Roofing

4/10
H

Home

4/10
L

La Piazza: Authentic Italian Cuisine in Wallingford, CT

4/10
K

Katie Quillen and Brandon Pittman's Wedding Website

4/10
H

Home

4/10
K

KRUEGER ARCHITECTURE

4/10
L

Las Salsas

4/10
L

Lavele

4/10
H

Home

4/10
E

Expert Poison Ivy Removal Services for Safe Outdoor Spaces

4/10
H

Harwood Estate Vineyards Winery Brewery Bistro Inn

4/10
C

Cantina Imperfecto

4/10
B

Buy By Scrap

4/10
K

Kapalua Ironwoods

4/10
R

restaurant-kombu

4/10
K

Kenyausalink

4/10
L

LeanFeast

4/10
K

Kebabs n Curry

4/10
L

LA DOLCE VITA

4/10
K

Kitchen Epiphanies

4/10
A

Alignment Life Coaching

4/10
K

Katharine Interiors

4/10
H

Home

4/10
L

La Riviere Banquets

4/10
L

Lancerβ€˜s Restaurant

4/10
A

American Scoreboard

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†’