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 8255 of 10,540

M

Minh Sun Chinese Restaurant

4/10
L

Lotus Thai Restaurant in North Jersey

4/10
M

Meryl+Masa

4/10
M

Melissa House

4/10
K

Ken Weinrich

4/10
B

Beer and Wine Licenses

4/10
M

Maycliff Estates

4/10
L

Loftmyndir ehf.

4/10
M

maac-1

4/10
L

Lois & Earls Chicken + Fish

4/10
L

Lolita's Bar & Grill

4/10
L

Locust Business District

4/10
N

National Media

4/10
M

Midnight & The Wicked - Premier Lounge in Center City

4/10
L

Lucky Kitchen

4/10
B

Beijing Cuisine

4/10
S

Serving since 2003

4/10
K

kalaputxi

4/10
L

Lou's Pastry | Rochester, NH

4/10
L

Lydia's Smokehouse

4/10
J

Jim Myers

4/10
A

Asher&Olive

4/10
L

Luca's Brooklyn Pizzeria

4/10
M

Merced Manor

4/10
M

Michoacana La Korita

4/10
B

Buy mantraindiancuisinetogo.com

4/10
L

Los Compadres

4/10
L

Lee's Snacks

4/10
F

Family Health By Design

4/10
M

McIver Landscape Architecture

4/10
A

Appliance Technician Jobs Meriden 203

4/10
B

Biddie Banquet

4/10
Y

Your Site Title

4/10
L

Loveless Cocktail Club

4/10
M

Miele Philippines

4/10
M

Milestone Event Center

4/10
B

Biloxi Beach RV & Boat Storage

4/10
Q

Quality Approved

4/10
M

Masjid Klamath Falls

4/10
M

Mendoza Photography

4/10
L

Los Altos

4/10
M

MΓ‘s+ by Messi

4/10
M

michaelbaron95

4/10
L

Louisiana Abortion Fund

4/10
M

Midwest House Movers

4/10
M

Miller Metal Fabrication INC.

4/10
K

Krautter Photography

4/10
M

Margot Williams and Blake Maum's Wedding Website

4/10
M

Michaelmckenzie

4/10
M

Madeindomrep

4/10
L

Lowbar

4/10
M

Meza California

4/10
L

Lawn Mowing in Mchenry, IL

4/10
L

Loaded Goat Cafe

4/10
H

Home

4/10
H

Home

4/10
A

AG&P Mineral Purveyors

4/10
H

Home

4/10
L

LUCKY TEA SHOP

4/10
M

MIAN noodles and dumplings

4/10
H

Home

4/10
M

Michelleβ€˜s Kitchen

4/10
M

Marrakesh Restaurant

4/10
L

Los Altos

4/10
M

Mercy Fakoya

4/10
M

Mi Pulgarcito Restaurant

4/10
L

LUXE

4/10
S

Southwest Insurance Services

4/10
H

Home

4/10
H

Home

4/10
M

Midtown Bar & Grill

4/10
A

Aahar Cafe & Kwality Ice Cream

4/10
L

Lighter Counseling

4/10
L

LULO Kitchen

4/10
B

Billβ€˜s Burgers

4/10
M

Memory Lane Bed and Breakfast

4/10
N

null

4/10
M

My Site 2

4/10
M

Mama Inez

4/10
T

The Main Street Cafe | Royersford, PA

4/10
H

Home

4/10
L

Los Amigos

4/10
M

MAC Fire Protection Services

4/10
S

Somali Restaurant Midnimo

4/10
M

Mantra Hair Salon

4/10
L

Luna Mexican Cuisine

4/10
M

Mill Street Church of Christ

4/10
M

Menu Prices lists

4/10
L

Los Arcos Mexican Grill, San Antonio, TX.

4/10
L

Luxury picnics decor by Paula

4/10
L

Lou's Cravings

4/10
H

Home

4/10
L

Los Amigos Mexican Restaurant

4/10
M

Mama Eβ€˜s B

4/10
T

The Market at Marina Square

4/10
M

MidCoast Regional Airport

4/10
M

Mexico Real Fam Restaurant

4/10
M

Miller Bay Estates

4/10
H

Home

4/10
L

Los 3 Garcia Taqueria - Authentic Mexican Flavor in the Heart of Huntsville

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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