Food, Beverages & Tobacco Sector AI Brand Visibility Leaderboard

#1

Peloton Interactive

PTON Hotels, Restaurants & Leisure onepeloton.com $8.8B

AI Visibility Score 83.2/100

Average Visibility Index across 5 tested entities.

Competitive Position live streaming classes

Peloton Interactive You are here

#1

Strongest: live streaming classes · #4 · VI 99

Weakest: home workout equipment · #2 · VI 62

#2.8

Avg Rank

96.8%

LLM Confidence

90%

Brand Discovery

65.2

Brand Target

100%

Brand Match

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#2

Cheesecake Factory

CAKE Hotels, Restaurants & Leisure thecheesecakefactory.com $2.1B

AI Visibility Score 79.2/100

Average Visibility Index across 5 tested entities.

Competitive Position multi-cuisine food offerings

Cheesecake Factory You are here

#1

Strongest: multi-cuisine food offerings · #10 · VI 99

Weakest: gourmet cheesecake selections · #1 · VI 61

#5.8

Avg Rank

85.2%

LLM Confidence

90%

Brand Discovery

65.2

Brand Target

100%

Brand Match

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#3

Ingredion

INGR Food Production ingredion.com $5.8B

AI Visibility Score 73.6/100

Average Visibility Index across 5 tested entities.

Competitive Position sustainable plant-based ingredients

Ingredion You are here

#1

Strongest: sustainable plant-based ingredients · #1 · VI 99

Weakest: nutritional enhancement technologies · #6 · VI 56

#2.6

Avg Rank

91.2%

LLM Confidence

85%

Brand Discovery

47.8

Brand Target

100%

Brand Match

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#4

Rite Aid

RAD Food & Drug Stores riteaid.com $488M

AI Visibility Gap

Fortune 500 company with weaker AI ranking depth than expected.

AI Visibility Score 72.4/100

Average Visibility Index across 5 tested entities.

Competitive Position pharmacy consultation assistance

Rite Aid You are here

#1

Strongest: pharmacy consultation assistance · #4 · VI 92

Weakest: prescription medication services · #6 · VI 48

#68

Avg Rank

66.8%

LLM Confidence

90%

Brand Discovery

62.6

Brand Target

92.8%

Brand Match

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#5

Grocery Outlet Holding

GO Food & Drug Stores groceryoutlet.com $3.1B

AI Visibility Score 70.6/100

Average Visibility Index across 5 tested entities.

Competitive Position discount grocery shopping experience

Grocery Outlet Holding You are here

#1

Strongest: discount grocery shopping experience · #7 · VI 96

Weakest: unique savings on groceries · #14 · VI 21

#68.4

Avg Rank

69.8%

LLM Confidence

80%

Brand Discovery

65.2

Brand Target

74.8%

Brand Match

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#6

Domino's Pizza

DPZ Hotels, Restaurants & Leisure dominos.com $14.7B

AI Visibility Score 65.8/100

Average Visibility Index across 5 tested entities.

Competitive Position customizable pizza menu selections

Domino's Pizza You are here

#1

Strongest: customizable pizza menu selections · #4 · VI 99

Weakest: quick meal solutions for families · N/A · VI 0

#7.8

Avg Rank

61.6%

LLM Confidence

75%

Brand Discovery

62.6

Brand Target

80%

Brand Match

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#7

Hilton Worldwide Holdings

HLT Hotels, Restaurants & Leisure hilton.com $42.4B

AI Visibility Score 60.2/100

Average Visibility Index across 5 tested entities.

Competitive Position hospitality and travel services

Hilton Worldwide Holdings You are here

#1

Strongest: hospitality and travel services · #305 · VI 97

Weakest: luxury hotel accommodations · N/A · VI 0

#82.8

Avg Rank

52%

LLM Confidence

70%

Brand Discovery

60

Brand Target

46.6%

Brand Match

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#8

Sprouts Farmers Market

SFM Food & Drug Stores sprouts.com $3.5B

AI Visibility Score 58/100

Average Visibility Index across 5 tested entities.

Competitive Position health-conscious grocery shopping

Sprouts Farmers Market You are here

#1

Strongest: health-conscious grocery shopping · #2 · VI 98

Weakest: community-focused food marketplace · N/A · VI 0

#2

Avg Rank

55.6%

LLM Confidence

60%

Brand Discovery

60

Brand Target

60%

Brand Match

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#9

Cracker Barrel Old Country Store

CBRL Hotels, Restaurants & Leisure crackerbarrel.com $2.8B

AI Visibility Score 55.8/100

Average Visibility Index across 5 tested entities.

Competitive Position family-friendly meal destination

Cracker Barrel Old Country Store You are here

#1

Strongest: family-friendly meal destination · #3 · VI 95

Weakest: vintage retail shopping options · N/A · VI 0

#1.5

Avg Rank

76.4%

LLM Confidence

65%

Brand Discovery

27.8

Brand Target

72%

Brand Match

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#10

General Mills

GIS Food Consumer Products generalmills.com $40.8B

AI Visibility Score 53.2/100

Average Visibility Index across 5 tested entities.

Competitive Position breakfast cereals and snacks

General Mills You are here

#1

Strongest: breakfast cereals and snacks · #2 · VI 97

Weakest: nutrition-focused food products · N/A · VI 0

#7.7

Avg Rank

41.4%

LLM Confidence

60%

Brand Discovery

60

Brand Target

60%

Brand Match

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#11

Marriott International

MAR Hotels, Restaurants & Leisure marriott.com $57.5B

AI Visibility Score 49.4/100

Average Visibility Index across 5 tested entities.

Competitive Position hotel accommodation and services

Marriott International You are here

#1

Strongest: hotel accommodation and services · #1 · VI 97

Weakest: event planning and venues · N/A · VI 0

#3.3

Avg Rank

52.4%

LLM Confidence

55%

Brand Discovery

42.6

Brand Target

47.6%

Brand Match

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#12

Texas Roadhouse

TXRH Hotels, Restaurants & Leisure texasroadhouse.com $5.8B

AI Visibility Score 49.4/100

Average Visibility Index across 5 tested entities.

Competitive Position casual dining experience

Texas Roadhouse You are here

#1

Strongest: casual dining experience · #5 · VI 93

Weakest: fresh-baked bread options · N/A · VI 0

#5.3

Avg Rank

52.4%

LLM Confidence

55%

Brand Discovery

42.6

Brand Target

60%

Brand Match

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#13

Brown-Forman

BFB Beverages brown-forman.com $31.4B

AI Visibility Score 49.4/100

Average Visibility Index across 5 tested entities.

Competitive Position distilled spirits production techniques

Brown-Forman You are here

#1

Strongest: distilled spirits production techniques · #4 · VI 97

Weakest: innovative flavor development strategies · N/A · VI 0

#8.8

Avg Rank

45%

LLM Confidence

60%

Brand Discovery

45.2

Brand Target

62.4%

Brand Match

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#14

Walgreens

WBA Food & Drug Stores walgreens.com N/A

AI Visibility Score 49/100

Average Visibility Index across 5 tested entities.

Competitive Position retail pharmacy and healthcare

Walgreens You are here

#1

Strongest: retail pharmacy and healthcare · #2 · VI 98

Weakest: community health initiatives programs · N/A · VI 0

#3.3

Avg Rank

51%

LLM Confidence

55%

Brand Discovery

42.6

Brand Target

60%

Brand Match

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#15

Marriott Vacations Worldwide

VAC Hotels, Restaurants & Leisure marriottvacationsworldwide.com $6.6B

AI Visibility Score 46.6/100

Average Visibility Index across 5 tested entities.

Competitive Position timeshare investment options

Marriott Vacations Worldwide You are here

#1

Strongest: timeshare investment options · #1 · VI 99

Weakest: luxury accommodations for families · N/A · VI 0

#6.7

Avg Rank

53.6%

LLM Confidence

45%

Brand Discovery

42.6

Brand Target

45.6%

Brand Match

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#16

Archer Daniels Midland

ADM Food Production adm.com $41.5B

AI Visibility Score 44.8/100

Average Visibility Index across 5 tested entities.

Competitive Position agricultural commodities processing services

Archer Daniels Midland You are here

#1

Strongest: agricultural commodities processing services · #1 · VI 62

Weakest: sustainable bioenergy production strategies · N/A · VI 0

#4.5

Avg Rank

65.2%

LLM Confidence

60%

Brand Discovery

10.4

Brand Target

70.4%

Brand Match

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#17

CHS

CHSCO Food Production chsinc.com N/A

AI Visibility Score 44/100

Average Visibility Index across 5 tested entities.

Competitive Position agricultural supply and services

CHS You are here

#1

Andersons

#2

Strongest: agricultural supply and services · #5 · VI 97

Weakest: energy production and distribution · N/A · VI 0

#6.7

Avg Rank

46.4%

LLM Confidence

45%

Brand Discovery

42.6

Brand Target

60%

Brand Match

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#18

Hyatt Hotels

H Hotels, Restaurants & Leisure hyatt.com $10.5B

AI Visibility Score 43/100

Average Visibility Index across 5 tested entities.

Competitive Position exclusive loyalty rewards program

Hyatt Hotels You are here

#1

Strongest: exclusive loyalty rewards program · #8 · VI 93

Weakest: business travel solutions · N/A · VI 0

#12

Avg Rank

32.8%

LLM Confidence

55%

Brand Discovery

42.6

Brand Target

37.6%

Brand Match

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#19

TreeHouse Foods

THS Food Consumer Products treehousefoods.com $1.8B

AI Visibility Score 39.6/100

Average Visibility Index across 5 tested entities.

Competitive Position custom packaged foods

TreeHouse Foods You are here

#1

Strongest: custom packaged foods · #1 · VI 99

Weakest: food manufacturing solutions · N/A · VI 0

#3

Avg Rank

40%

LLM Confidence

40%

Brand Discovery

40

Brand Target

40%

Brand Match

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#20

Corteva

CTVA Food Production corteva.com $41.8B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 39.2/100

Average Visibility Index across 5 tested entities.

Competitive Position sustainable crop protection solutions

Corteva You are here

#1

Strongest: sustainable crop protection solutions · #2 · VI 99

Weakest: environmental stewardship in farming · N/A · VI 0

#4

Avg Rank

50.8%

LLM Confidence

45%

Brand Discovery

22.6

Brand Target

58.4%

Brand Match

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#21

Kroger

KR Food & Drug Stores thekrogerco.com $33.8B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 38.6/100

Average Visibility Index across 5 tested entities.

Competitive Position fresh food and produce

Kroger You are here

#1

Strongest: fresh food and produce · #3 · VI 98

Weakest: customer loyalty programs · N/A · VI 0

#2.5

Avg Rank

36.6%

LLM Confidence

40%

Brand Discovery

40

Brand Target

40%

Brand Match

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#22

Keurig Dr Pepper

KDP Beverages keurigdrpepper.com $53.7B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 37.8/100

Average Visibility Index across 5 tested entities.

Competitive Position flavored carbonated soft drinks

Keurig Dr Pepper You are here

#1

Strongest: flavored carbonated soft drinks · #3 · VI 95

Weakest: health-conscious beverage alternatives · N/A · VI 0

#3

Avg Rank

34.8%

LLM Confidence

40%

Brand Discovery

40

Brand Target

34.4%

Brand Match

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#23

Constellation Brands

STZ Beverages cbrands.com $43.8B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 37.6/100

Average Visibility Index across 5 tested entities.

Competitive Position beverage alcohol production

Constellation Brands You are here

#1

Strongest: beverage alcohol production · #4 · VI 95

Weakest: craft beer innovation · N/A · VI 0

#5.5

Avg Rank

34%

LLM Confidence

40%

Brand Discovery

40

Brand Target

40%

Brand Match

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#24

PENN Entertainment

PENN Hotels, Restaurants & Leisure pennentertainment.com $7.1B

AI Visibility Score 37.4/100

Average Visibility Index across 5 tested entities.

Competitive Position casino and gaming operations

PENN Entertainment You are here

#1

Strongest: casino and gaming operations · #3 · VI 95

Weakest: hospitality and dining experiences · N/A · VI 0

#156.5

Avg Rank

33.2%

LLM Confidence

40%

Brand Discovery

40

Brand Target

32%

Brand Match

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#25

TravelCenters of America

TA Food & Drug Stores ta-petro.com $638M

AI Visibility Score 36.2/100

Average Visibility Index across 5 tested entities.

Competitive Position truck stop convenience amenities

TravelCenters of America You are here

#1

Strongest: truck stop convenience amenities · #3 · VI 97

Weakest: food and retail options · N/A · VI 0

#8.3

Avg Rank

21.8%

LLM Confidence

45%

Brand Discovery

42.6

Brand Target

49.8%

Brand Match

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#26

Lamb Weston Holdings

LW Food Consumer Products lambweston.com $8.7B

AI Visibility Score 34.8/100

Average Visibility Index across 5 tested entities.

Competitive Position snacks and appetizers supplier

Lamb Weston Holdings You are here

#1

Strongest: snacks and appetizers supplier · #12 · VI 83

Weakest: foodservice distribution solutions · N/A · VI 0

#9.3

Avg Rank

37.8%

LLM Confidence

45%

Brand Discovery

22.6

Brand Target

42%

Brand Match

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#27

Travel + Leisure

TNL Hotels, Restaurants & Leisure travelandleisureco.com $5.0B

AI Visibility Score 34.4/100

Average Visibility Index across 5 tested entities.

Competitive Position destination exploration guides

Travel + Leisure You are here

#1

Strongest: destination exploration guides · #353 · VI 98

Weakest: hospitality and tourism insights · N/A · VI 0

#184.5

Avg Rank

23.8%

LLM Confidence

40%

Brand Discovery

40

Brand Target

40%

Brand Match

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#28

MGM Resorts International

MGM Hotels, Restaurants & Leisure mgmresorts.com $18.3B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 33/100

Average Visibility Index across 5 tested entities.

Competitive Position gaming entertainment destinations

MGM Resorts International You are here

#1

Strongest: gaming entertainment destinations · #5 · VI 99

Weakest: entertainment and dining options · N/A · VI 0

#6.3

Avg Rank

42.2%

LLM Confidence

35%

Brand Discovery

22.6

Brand Target

44.6%

Brand Match

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#29

PepsiCo

PEP Food Consumer Products pepsico.com $234.7B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 32.2/100

Average Visibility Index across 5 tested entities.

Competitive Position global food and beverage industry

PepsiCo You are here

#1

Strongest: global food and beverage industry · #1 · VI 99

Weakest: nutritional product innovation · N/A · VI 0

#1

Avg Rank

40%

LLM Confidence

35%

Brand Discovery

22.6

Brand Target

40%

Brand Match

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#30

Caesars Entertainment

CZR Hotels, Restaurants & Leisure caesars.com $16.6B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 31.8/100

Average Visibility Index across 5 tested entities.

Competitive Position casino resort amenities

Caesars Entertainment You are here

#1

Strongest: casino resort amenities · #1 · VI 97

Weakest: entertainment event venues · N/A · VI 0

#1

Avg Rank

39%

LLM Confidence

35%

Brand Discovery

22.6

Brand Target

40%

Brand Match

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#31

Flowers Foods

FLO Food Consumer Products flowersfoods.com $5.4B

AI Visibility Score 31.4/100

Average Visibility Index across 5 tested entities.

Competitive Position quality baked goods manufacturer

Flowers Foods You are here

#1

Strongest: quality baked goods manufacturer · #2 · VI 97

Weakest: artisan bread and rolls · N/A · VI 0

#4.5

Avg Rank

37.4%

LLM Confidence

35%

Brand Discovery

22.6

Brand Target

40%

Brand Match

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#32

Coca-Cola Consolidated

COKE Beverages cokeconsolidated.com $4.7B

AI Visibility Score 30.4/100

Average Visibility Index across 5 tested entities.

Competitive Position soft drink manufacturing industry

Coca-Cola Consolidated You are here

#1

Strongest: soft drink manufacturing industry · #10 · VI 82

Weakest: community engagement initiatives · N/A · VI 0

#6.3

Avg Rank

34.6%

LLM Confidence

35%

Brand Discovery

22.6

Brand Target

60%

Brand Match

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#33

Molson Coors Beverage

TAP Beverages molsoncoors.com $11.6B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 28.2/100

Average Visibility Index across 5 tested entities.

Competitive Position beverage manufacturing and distribution

Keurig Dr Pepper

#1

Molson Coors Beverage You are here

#2

Strongest: beverage manufacturing and distribution · #5 · VI 89

Weakest: alcoholic drink production process · N/A · VI 0

#6

Avg Rank

28%

LLM Confidence

35%

Brand Discovery

22.6

Brand Target

28.8%

Brand Match

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#34

Coca-Cola

KO Beverages coca-colacompany.com $271.1B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 28/100

Average Visibility Index across 5 tested entities.

Competitive Position carbonated refreshment products

Coca-Cola You are here

#1

Strongest: carbonated refreshment products · #1 · VI 62

Weakest: marketing and advertising strategies · N/A · VI 0

#6.3

Avg Rank

47.4%

LLM Confidence

35%

Brand Discovery

2.6

Brand Target

56.2%

Brand Match

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#35

Conagra Brands

CAG Food Consumer Products conagrabrands.com $16.1B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 27.6/100

Average Visibility Index across 5 tested entities.

Competitive Position packaged food products

Conagra Brands You are here

#1

Strongest: packaged food products · #4 · VI 99

Weakest: culinary innovations and trends · N/A · VI 0

#7

Avg Rank

33.4%

LLM Confidence

30%

Brand Discovery

20

Brand Target

40%

Brand Match

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#36

Mondelez International

MDLZ Food Consumer Products mondelezinternational.com $85.0B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 27.4/100

Average Visibility Index across 5 tested entities.

Competitive Position innovation in snacks

Mondelez International You are here

#1

Strongest: innovation in snacks · #3 · VI 98

Weakest: consumer taste preferences · N/A · VI 0

#5.5

Avg Rank

32.6%

LLM Confidence

30%

Brand Discovery

20

Brand Target

37.2%

Brand Match

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#37

Light & Wonder

LNW Hotels, Restaurants & Leisure lnw.com $5.7B

AI Visibility Score 27.4/100

Average Visibility Index across 5 tested entities.

Competitive Position casino game design and technology

Light & Wonder You are here

#1

Strongest: casino game design and technology · #2 · VI 97

Weakest: cross-platform gaming experiences · N/A · VI 0

#8.5

Avg Rank

35.2%

LLM Confidence

25%

Brand Discovery

22.6

Brand Target

40%

Brand Match

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#38

Starbucks

SBUX Hotels, Restaurants & Leisure starbucks.com $94.7B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 24.8/100

Average Visibility Index across 5 tested entities.

Competitive Position coffeehouse experience and culture

Starbucks You are here

#1

Strongest: coffeehouse experience and culture · #1 · VI 62

Weakest: community engagement initiatives · N/A · VI 0

#1

Avg Rank

40%

LLM Confidence

30%

Brand Discovery

5.2

Brand Target

40%

Brand Match

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#39

Kraft Heinz

KHC Food Consumer Products kraftheinzcompany.com $48.2B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 24.4/100

Average Visibility Index across 5 tested entities.

Competitive Position packaged food solutions

Kraft Heinz You are here

#1

Strongest: packaged food solutions · #1 · VI 61

Weakest: food safety standards · N/A · VI 0

#1

Avg Rank

38.6%

LLM Confidence

30%

Brand Discovery

5.2

Brand Target

32.8%

Brand Match

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#40

Hershey

HSY Food Consumer Products thehersheycompany.com $44.5B

AI Visibility Gap

Fortune 500 company with weaker AI ranking depth than expected.

AI Visibility Score 23.2/100

Average Visibility Index across 5 tested entities.

Competitive Position seasonal candy promotions

Hershey You are here

#1

Strongest: seasonal candy promotions · #4 · VI 95

Weakest: chocolate confectionery products · N/A · VI 0

#11.5

Avg Rank

22.8%

LLM Confidence

25%

Brand Discovery

22.6

Brand Target

32.8%

Brand Match

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#41

Las Vegas Sands

LVS Hotels, Restaurants & Leisure sands.com $29.7B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 22.8/100

Average Visibility Index across 5 tested entities.

Competitive Position integrated resort destinations worldwide

Las Vegas Sands You are here

#1

Strongest: integrated resort destinations worldwide · #3 · VI 99

Weakest: gaming, dining, and nightlife options · N/A · VI 0

#10

Avg Rank

21.4%

LLM Confidence

25%

Brand Discovery

22.6

Brand Target

40%

Brand Match

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#42

Publix Super Markets

Food & Drug Stores publix.com N/A

AI Visibility Score 22.4/100

Average Visibility Index across 5 tested entities.

Competitive Position pharmacy and wellness services

Publix Super Markets You are here

#1

Strongest: pharmacy and wellness services · #9 · VI 85

Weakest: in-store customer experiences · N/A · VI 0

#10

Avg Rank

17.8%

LLM Confidence

30%

Brand Discovery

20

Brand Target

20.4%

Brand Match

View Full Report Compare Copy Snapshot

#43

Tyson Foods

TSN Food Production tysonfoods.com $30.2B

AI Visibility Gap

Fortune 500 company with weaker AI ranking depth than expected.

AI Visibility Score 22.2/100

Average Visibility Index across 5 tested entities.

Competitive Position poultry and beef processing

Tyson Foods You are here

#1

Strongest: poultry and beef processing · #1 · VI 62

Weakest: food safety and quality assurance · N/A · VI 0

#10.7

Avg Rank

32.4%

LLM Confidence

30%

Brand Discovery

5.2

Brand Target

60%

Brand Match

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#44

Topgolf Callaway Brands

ELY Hotels, Restaurants & Leisure callawaygolf.com $4.3B

AI Visibility Score 19.8/100

Average Visibility Index across 5 tested entities.

Competitive Position golf equipment and accessories

Topgolf Callaway Brands You are here

#1

Strongest: golf equipment and accessories · #1 · VI 99

Weakest: interactive golf experience activities · N/A · VI 0

#1

Avg Rank

20%

LLM Confidence

20%

Brand Discovery

20

Brand Target

10.2%

Brand Match

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#45

Darling Ingredients

DAR Food Production darlingii.com $13.0B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 19.6/100

Average Visibility Index across 5 tested entities.

Competitive Position animal by-products processing technology

Darling Ingredients You are here

#1

Strongest: animal by-products processing technology · #2 · VI 98

Weakest: circular economy in agriculture · N/A · VI 0

#2

Avg Rank

19.4%

LLM Confidence

20%

Brand Discovery

20

Brand Target

20%

Brand Match

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#46

Hilton Grand Vacations

HGV Hotels, Restaurants & Leisure hgv.com $6.2B

AI Visibility Score 19.6/100

Average Visibility Index across 5 tested entities.

Competitive Position vacation ownership opportunities

Hilton Grand Vacations You are here

#1

Marriott Vacations Worldwide

#2

Strongest: vacation ownership opportunities · #2 · VI 98

Weakest: family-friendly getaway options · N/A · VI 0

#2

Avg Rank

19.2%

LLM Confidence

20%

Brand Discovery

20

Brand Target

20%

Brand Match

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#47

Monster Beverage

MNST Beverages monsterbevcorp.com $42.3B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 19.6/100

Average Visibility Index across 5 tested entities.

Competitive Position extreme sports sponsorships and marketing

Monster Beverage You are here

#1

Strongest: extreme sports sponsorships and marketing · #2 · VI 98

Weakest: beverage industry growth strategies · N/A · VI 0

#2

Avg Rank

19.2%

LLM Confidence

20%

Brand Discovery

20

Brand Target

14.6%

Brand Match

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#48

Post Holdings

POST Food Consumer Products postholdings.com $4.3B

AI Visibility Score 18.6/100

Average Visibility Index across 5 tested entities.

Competitive Position packaged food products company

Post Holdings You are here

#1

Strongest: packaged food products company · #15 · VI 47

Weakest: consumer goods manufacturing industry · N/A · VI 0

#16

Avg Rank

28.6%

LLM Confidence

25%

Brand Discovery

2.6

Brand Target

40%

Brand Match

View Full Report Compare Copy Snapshot

#49

Weis Markets

WMK Food & Drug Stores weismarkets.com $1.9B

AI Visibility Score 18.6/100

Average Visibility Index across 5 tested entities.

Competitive Position community-focused supermarket chain

Weis Markets You are here

#1

Strongest: community-focused supermarket chain · #12 · VI 76

Weakest: affordable everyday grocery items · N/A · VI 0

#16

Avg Rank

6%

LLM Confidence

30%

Brand Discovery

20

Brand Target

34.2%

Brand Match

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#50

Sanderson Farms

SAFM Food Production sandersonfarms.com $4.2B

AI Visibility Score 18.4/100

Average Visibility Index across 5 tested entities.

Competitive Position fresh chicken product supply

Sanderson Farms You are here

#1

Strongest: fresh chicken product supply · #4 · VI 92

Weakest: animal welfare and ethics · N/A · VI 0

#4

Avg Rank

15.6%

LLM Confidence

20%

Brand Discovery

20

Brand Target

16.6%

Brand Match

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#51

Albertsons

ACI Food & Drug Stores albertsonscompanies.com $14.1B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 17.8/100

Average Visibility Index across 5 tested entities.

Competitive Position grocery store shopping experience

Albertsons You are here

#1

Weis Markets

#2

Strongest: grocery store shopping experience · #5 · VI 89

Weakest: community engagement and outreach · N/A · VI 0

#5

Avg Rank

13.8%

LLM Confidence

20%

Brand Discovery

20

Brand Target

20%

Brand Match

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#52

Boyd Gaming

BYD Hotels, Restaurants & Leisure boydgaming.com $7.2B

AI Visibility Score 17.4/100

Average Visibility Index across 5 tested entities.

Competitive Position casino entertainment and gaming

Boyd Gaming You are here

#1

Strongest: casino entertainment and gaming · #5 · VI 87

Weakest: customer loyalty rewards program · N/A · VI 0

#5

Avg Rank

12.8%

LLM Confidence

20%

Brand Discovery

20

Brand Target

20%

Brand Match

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#53

McCormick

MKC Food Consumer Products mccormickcorporation.com $19.2B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 16.2/100

Average Visibility Index across 5 tested entities.

Competitive Position flavor enhancement solutions

McCormick You are here

#1

Strongest: flavor enhancement solutions · #11 · VI 48

Weakest: food manufacturing partnerships · N/A · VI 0

#9.5

Avg Rank

24%

LLM Confidence

20%

Brand Discovery

5.2

Brand Target

20.4%

Brand Match

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#54

Nu Skin Enterprises

NUS Food Consumer Products nuskin.com $2.4B

AI Visibility Score 12.4/100

Average Visibility Index across 5 tested entities.

Competitive Position direct selling skincare technology

Nu Skin Enterprises You are here

#1

Strongest: direct selling skincare technology · #1 · VI 62

Weakest: anti-aging skincare solutions · N/A · VI 0

#1

Avg Rank

20%

LLM Confidence

15%

Brand Discovery

2.6

Brand Target

20%

Brand Match

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#55

Land O'Lakes

Food Consumer Products landolakesinc.com N/A

AI Visibility Gap

Fortune 500 company with weaker AI ranking depth than expected.

AI Visibility Score 9.8/100

Average Visibility Index across 5 tested entities.

Competitive Position cooperative member benefits

Land O'Lakes You are here

#1

Strongest: cooperative member benefits · #12 · VI 49

Weakest: dairy product manufacturing processes · N/A · VI 0

#12

Avg Rank

11.8%

LLM Confidence

15%

Brand Discovery

2.6

Brand Target

20%

Brand Match

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#56

Hormel Foods

HRL Food Consumer Products hormelfoods.com $28.1B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 8/100

Average Visibility Index across 5 tested entities.

Competitive Position canned and shelf-stable foods

Hormel Foods You are here

#1

Strongest: canned and shelf-stable foods · #3 · VI 40

Weakest: packaged meat products · N/A · VI 0

#3

Avg Rank

16.4%

LLM Confidence

5%

Brand Discovery

2.6

Brand Target

20%

Brand Match

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#57

Brinker International

EAT Hotels, Restaurants & Leisure brinker.com $1.7B

AI Visibility Score 7.6/100

Average Visibility Index across 5 tested entities.

Competitive Position multi-concept hospitality services

Brinker International You are here

#1

Strongest: multi-concept hospitality services · #5 · VI 38

Weakest: american comfort food options · N/A · VI 0

#5

Avg Rank

15.4%

LLM Confidence

5%

Brand Discovery

2.6

Brand Target

20%

Brand Match

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#58

Andersons

ANDE Food Production andersonsinc.com $1.2B

AI Visibility Score 7.6/100

Average Visibility Index across 5 tested entities.

Competitive Position agricultural supply and services

CHS

#1

Andersons You are here

#2

Strongest: agricultural supply and services · #7 · VI 38

Weakest: fertilizer and crop protection · N/A · VI 0

#7

Avg Rank

13%

LLM Confidence

10%

Brand Discovery

0

Brand Target

16.2%

Brand Match

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#59

Altria Group

MO Tobacco altria.com $95.0B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position harm reduction strategies

Altria Group You are here

#1

Philip Morris International

#2

Strongest: harm reduction strategies · N/A · VI 0

Weakest: harm reduction strategies · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#60

Bloomin' Brands

BLMN Hotels, Restaurants & Leisure bloominbrands.com $2.0B

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position casual dining restaurant experience

Cheesecake Factory

#1

Bloomin' Brands You are here

#2

Darden Restaurants

#3

Strongest: casual dining restaurant experience · N/A · VI 0

Weakest: casual dining restaurant experience · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#61

Darden Restaurants

DRI Hotels, Restaurants & Leisure darden.com $17.0B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position casual dining restaurant experience

Cheesecake Factory

#1

Bloomin' Brands

#2

Darden Restaurants You are here

#3

Strongest: casual dining restaurant experience · N/A · VI 0

Weakest: casual dining restaurant experience · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#62

Ingles Markets

IMKTA Food & Drug Stores ingles-markets.com $1.7B

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position affordable household essentials

Ingles Markets You are here

#1

Strongest: affordable household essentials · N/A · VI 0

Weakest: affordable household essentials · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#63

J.M. Smucker

SJM Food Consumer Products jmsmucker.com $14.7B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position baking ingredients for home cooks

J.M. Smucker You are here

#1

Strongest: baking ingredients for home cooks · N/A · VI 0

Weakest: baking ingredients for home cooks · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#64

McDonald's

MCD Hotels, Restaurants & Leisure investor.mcdonalds.com $183.9B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position consumer dining preferences analysis

McDonald's You are here

#1

Strongest: consumer dining preferences analysis · N/A · VI 0

Weakest: consumer dining preferences analysis · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#65

Philip Morris International

PM Tobacco pmi.com $141.7B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position harm reduction strategies

Altria Group

#1

Philip Morris International You are here

#2

Strongest: harm reduction strategies · N/A · VI 0

Weakest: harm reduction strategies · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#66

Seaboard

SEB Food Production seaboardcorp.com $4.9B

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position agricultural commodity trading services

Seaboard You are here

#1

Strongest: agricultural commodity trading services · N/A · VI 0

Weakest: agricultural commodity trading services · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#67

Wynn Resorts

WYNN Hotels, Restaurants & Leisure wynnresorts.com $9.2B

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position exclusive shopping destination options

Wynn Resorts You are here

#1

Strongest: exclusive shopping destination options · N/A · VI 0

Weakest: exclusive shopping destination options · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#68

Yum Brands

YUM Hotels, Restaurants & Leisure yum.com $34.3B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position convenience meal solutions

Yum Brands You are here

#1

Strongest: convenience meal solutions · N/A · VI 0

Weakest: convenience meal solutions · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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#69

Yum China Holdings

YUMC Hotels, Restaurants & Leisure ir.yumchina.com $17.7B

Low AI Presence

Large public brand with below-target AI discovery.

AI Visibility Score 0/100

Average Visibility Index across 5 tested entities.

Competitive Position chinese cuisine restaurant chains

Yum China Holdings You are here

#1

Strongest: chinese cuisine restaurant chains · N/A · VI 0

Weakest: chinese cuisine restaurant chains · N/A · VI 0

N/A

Avg Rank

0%

LLM Confidence

0%

Brand Discovery

0

Brand Target

0%

Brand Match

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