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.

340,392
Brands Scored
4.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 340,392 Food & Beverage Brands

AI-Ready8-10
<1%
981
Getting There6-7
23%
78,965
Needs Work4-5
67%
227,871
Not Discoverable0-3
10%
32,575

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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340,392 brands scored - page 2800 of 3,404

H

Home

4/10
G

Global FiberVision

4/10
D

dash dine

4/10
G

granny's restaurant

4/10
E

Eglin + Bresler Architects

4/10
P

Peace River Seafood

4/10
E

Eatdrink + Ironworks

4/10
S

Shoreland Country Club

4/10
B

Brewed By Jose

4/10
P

Piratejuicerum

4/10
N

Naples Inshore & Offshore Fishing Charters | Snook, Redfish, Tarpon and more!

4/10
P

Pastels Cafe

4/10
F

foodservice marketing assoc

4/10
T

THE REFORMER GROUP

4/10
F

Fressers Delicatessen

4/10
P

Pho 24

4/10
F

Flipside Visual 2021

4/10
H

Honore Holdings

4/10
V

VIKTORIJA PASHUTA

4/10
P

Presence Hospitality

4/10
M

Morning Sky Acres

4/10
D

Double E Pictures

4/10
R

Rocky Springs Presbyterian Church

4/10
G

GALEC

4/10
E

El Siboney Restaurant

4/10
A

Allora Pasta Co.

4/10
L

Love and Grace Farms

4/10
F

Family Benefits Agency

4/10
G

Gourmet Joe |

4/10
K

Klamath Oil & Gas LLC

4/10
S

Second Street Grill

4/10
W

WOMB β€’ NEW YORK

4/10
G

GoodTimes Party Supply and Rentals

4/10
K

Kelley Craig Photography

4/10
O

Olmsted Manor Retreat Center

4/10
K

Kitchen at Cobble Hill

4/10
P

Prairie Lakes

4/10
B

Bite Creole Kitchen

4/10
B

boomers

4/10
C

Colombians Taste

4/10
W

WΓΌrst Bier Hall

4/10
F

Farmhouse KC Event Venue

4/10
D

Desert Peaks Golf Club

4/10
H

Home

4/10
A

Arca Build

4/10
E

Excel Power Bikes

4/10
J

Jesse Taylor Creative

4/10
A

amanda skrip

4/10
H

Home

4/10
Y

Ynot Italian - Pizza Delivery & Family Dining

4/10
F

Full Circle Tattoo

4/10
R

RENT4US

4/10
A

Advitam IP

4/10
P

PRETTYBIRD

4/10
H

Home

4/10
G

Gusto Grill Restaurant

4/10
M

MFGRMFGRMFGR

4/10
H

Home

4/10
H

Hilltop Bottle Shop in Clovis, NM

4/10
F

Field Cottage Designs for Web, Graphics and Logo Creation.>

4/10
H

Home

4/10
S

Sancho Pistolas

4/10
P

PCSC

4/10
M

MIDWESTERN ALARMS

4/10
P

Prospect Pantry | New Market, MD

4/10
G

Greystone Oyster Bar

4/10
F

Faure Halvorsen (en-US)

4/10
C

Crotched Mountain Golf Club

4/10
T

The Arboreal Inn

4/10
H

Home page for Tazzina di Gelato

4/10
J

Just another WordPress site

4/10
S

S1201

4/10
I

Infiniti Fire | Custom Luxury Fireplaces

4/10
G

Guru Projects

4/10
V

Victoriaville & Co.

4/10
B

Broad Nosh Bagels & Cafe

4/10
S

Sierra Grill Smokehouse

4/10
W

White Transfer & Storage

4/10
W

WannaBee Chef

4/10
C

Central City

4/10
I

ibrahim islamic center - houston, texas

4/10
U

Up To Something

4/10
B

BT Bones

4/10
C

cakeboutiquearizona.com

4/10
P

Plaza Lanes | St. Charles Bowling

4/10
B

Black in Engineering

4/10
C

Coconuts Caribbean Restaurant in Palo Alto

4/10
B

BonBon Electrical Services

4/10
L

La Cucaracha - St. Paul Mexican Restaurant | St. Paul Mexican Restaurant

4/10
D

Drill Works

4/10
D

Dirty Blonde Tavern

4/10
R

Raber PackingFacebookInstagram

4/10
F

Feed One More

4/10
R

Red Bucket Strategies

4/10
H

Home

4/10
H

H O M E

4/10
U

Unburger

4/10
L

LZL Engineering

4/10
C

Chris Reynolds Investigations

4/10
K

Kourosh Home

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 4.8/10 means for food & beverage brands

The average Food & Beverage brand we've scored sits at 4.8/10. 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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