Converged.AI × BrandInsightAI
BrandInsightAI Insights
Europe · October 2026 · refreshed monthly

The brands AI wants in the United Kingdom

7 AI models were asked how well they know the top brands in the United Kingdom and how far they agree with the 36 statements of the Havas Science of Desire 2.0. Each brand is scored out of 10 and indexed against the other brands in its segment: 100 is the segment average. This is the first month for this market; change appears from next month.

250 brands · 15 segments · rated by Claude, Perplexity, Gemini, ChatGPT, Grok, DeepSeek and Meta AI

Attraction The head: the pull of standing out, being better and being talked about.
Affinity The heart: trusted, sharing my values and reflecting who I am and belong with.
Attachment The habits: dependable, part of the routine, and missed if it were gone.

Finance

21 brands. Index 100 is the segment's average Desire of 5.1 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nationwide Banks 121 6.2 — 5.76.16.7 7/7
2 Trading 212 Investing & savings 118 6.0 — 6.75.06.3 7/7
3 Vanguard Investing & savings 116 5.9 — 5.55.56.7 7/7
4 Compare the Market Insurance 115 5.9 — 6.94.46.3 7/7
5 American Express Cards & payments 115 5.8 — 5.85.36.4 7/7
6 PayPal Cards & payments 113 5.8 — 5.64.86.9 7/7
7 Klarna Cards & payments 110 5.6 — 6.94.45.5 7/7
8 MoneySupermarket Insurance 102 5.2 — 5.74.15.8 7/7
9 Santander Banks 101 5.1 — 5.24.55.7 7/7
10 Hargreaves Lansdown Investing & savings 99 5.0 — 4.74.46.0 7/7
11 Halifax Banks 97 5.0 — 4.54.65.7 7/7
12 Lloyds Bank Banks 97 5.0 — 4.84.35.7 7/7
13 NS&I Investing & savings 97 4.9 — 4.24.95.7 7/7
14 Barclays Banks 96 4.9 — 5.14.15.5 7/7
15 NatWest Banks 95 4.8 — 4.84.35.5 7/7
16 AJ Bell Investing & savings 88 4.5 — 3.94.15.4 7/7
17 GoCompare Insurance 88 4.5 — 5.03.44.9 7/7
18 Barclaycard Cards & payments 87 4.4 — 4.13.95.3 7/7
19 Aviva Insurance 87 4.4 — 4.24.14.9 7/7
20 Admiral Insurance 84 4.3 — 4.53.74.7 7/7
21 Capital One Cards & payments 73 3.7 — 3.73.24.2 7/7

Grocery

11 brands. Index 100 is the segment's average Desire of 5.9 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 M&S Food Supermarkets 116 6.9 — 6.96.57.3 7/7
2 Lidl Supermarkets 111 6.6 — 7.05.47.3 7/7
3 Aldi Supermarkets 109 6.5 — 6.85.47.3 7/7
4 Ocado Supermarkets 106 6.3 — 6.65.56.8 7/7
5 Costco Supermarkets 102 6.1 — 6.55.46.4 7/7
6 Tesco Supermarkets 101 6.0 — 5.65.07.3 7/7
7 Waitrose Supermarkets 100 5.9 — 5.46.26.2 7/7
8 Sainsbury's Supermarkets 92 5.4 — 4.95.06.3 7/7
9 Morrisons Supermarkets 90 5.3 — 5.04.96.1 7/7
10 Asda Supermarkets 89 5.3 — 4.94.56.3 7/7
11 Iceland Supermarkets 84 5.0 — 5.34.25.5 7/7

Retail

33 brands. Index 100 is the segment's average Desire of 5.1 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 IKEA Home, furniture & DIY 133 6.8 — 7.56.16.9 7/7
2 Sephora Health & beauty stores 127 6.5 — 7.36.35.9 7/7
3 Vinted Online marketplaces 126 6.5 — 6.76.46.3 7/7
4 Etsy Online marketplaces 126 6.5 — 6.86.75.9 7/7
5 Amazon Online marketplaces 121 6.2 — 6.54.57.7 7/7
6 John Lewis Department & variety stores 121 6.2 — 5.66.26.8 7/7
7 Marks & Spencer Department & variety stores 118 6.0 — 5.65.76.8 7/7
8 Boots Health & beauty stores 117 6.0 — 5.35.47.3 7/7
9 Selfridges Department & variety stores 114 5.8 — 6.85.55.2 7/7
10 Harrods Department & variety stores 111 5.7 — 6.85.05.3 7/7
11 TK Maxx Department & variety stores 108 5.5 — 6.34.65.7 7/7
12 Superdrug Health & beauty stores 107 5.5 — 5.24.96.5 7/7
13 Holland & Barrett Health & beauty stores 105 5.4 — 5.25.25.8 7/7
14 eBay Online marketplaces 103 5.3 — 5.44.65.8 7/7
15 Screwfix Home, furniture & DIY 101 5.2 — 4.84.56.3 7/7
16 B&Q Home, furniture & DIY 98 5.0 — 4.74.65.7 7/7
17 Dunelm Home, furniture & DIY 96 4.9 — 4.64.85.4 7/7
18 Shein Online marketplaces 95 4.9 — 6.53.74.6 7/7
19 The Perfume Shop Health & beauty stores 95 4.9 — 4.74.75.3 7/7
20 CeX Electricals retail 95 4.9 — 5.24.64.8 7/7
21 Argos Electricals retail 94 4.8 — 4.74.25.5 7/7
22 Home Bargains Department & variety stores 90 4.6 — 4.73.85.4 7/7
23 AO Electricals retail 90 4.6 — 4.74.05.2 7/7
24 Wickes Home, furniture & DIY 90 4.6 — 4.34.45.2 7/7
25 B&M Department & variety stores 89 4.6 — 4.63.85.2 7/7
26 Currys Electricals retail 88 4.5 — 4.64.05.0 7/7
27 Toolstation Home, furniture & DIY 88 4.5 — 4.24.05.3 7/7
28 The Range Home, furniture & DIY 85 4.4 — 4.63.94.7 7/7
29 Facebook Marketplace Online marketplaces 85 4.4 — 4.83.84.5 7/7
30 Very Electricals retail 81 4.2 — 4.23.84.4 7/7
31 Temu Online marketplaces 80 4.1 — 6.02.63.7 7/7
32 Gumtree Online marketplaces 66 3.4 — 3.53.13.7 7/7
33 Debenhams Department & variety stores 58 3.0 — 2.83.03.2 7/7

Fashion

18 brands. Index 100 is the segment's average Desire of 5.6 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nike Sportswear & footwear 134 7.5 — 8.07.17.4 7/7
2 Adidas Sportswear & footwear 116 6.5 — 6.76.36.5 7/7
3 Gymshark Sportswear & footwear 114 6.4 — 6.86.65.7 7/7
4 Rolex Luxury 112 6.3 — 7.06.05.9 7/7
5 Zara Clothing retail 110 6.2 — 7.25.36.0 7/7
6 Dior Luxury 110 6.2 — 7.35.75.4 7/7
7 Louis Vuitton Luxury 109 6.1 — 7.35.65.4 7/7
8 ASOS Clothing retail 102 5.7 — 6.45.05.7 7/7
9 Tiffany & Co. Luxury 101 5.7 — 6.25.65.3 7/7
10 Next Clothing retail 101 5.6 — 5.15.36.5 7/7
11 H&M Clothing retail 100 5.6 — 5.95.05.9 7/7
12 Primark Clothing retail 99 5.5 — 6.14.65.9 7/7
13 Burberry Luxury 98 5.5 — 6.25.25.0 7/7
14 JD Sports Sportswear & footwear 93 5.2 — 5.64.85.2 7/7
15 River Island Clothing retail 86 4.8 — 5.04.64.9 7/7
16 New Look Clothing retail 82 4.6 — 4.74.24.9 7/7
17 Matalan Clothing retail 68 3.8 — 3.53.64.3 7/7
18 Sports Direct Sportswear & footwear 66 3.7 — 3.93.04.2 7/7

Food & drink

20 brands. Index 100 is the segment's average Desire of 5.6 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Yorkshire Tea Packaged food & hot drinks 124 7.0 — 6.66.87.6 7/7
2 Guinness Alcoholic drinks 117 6.6 — 7.16.46.3 7/7
3 Red Bull Soft drinks 116 6.5 — 7.55.96.1 7/7
4 KitKat Snacks & confectionery 110 6.2 — 6.55.36.7 7/7
5 Cadbury Snacks & confectionery 107 6.1 — 6.15.46.8 7/7
6 Warburtons Packaged food & hot drinks 107 6.0 — 5.45.67.0 7/7
7 Coca-Cola Soft drinks 105 5.9 — 6.25.46.3 7/7
8 Weetabix Packaged food & hot drinks 104 5.9 — 5.45.27.0 7/7
9 Walkers Snacks & confectionery 103 5.8 — 6.05.16.3 7/7
10 McVitie's Packaged food & hot drinks 103 5.8 — 5.35.36.8 7/7
11 Jack Daniel's Alcoholic drinks 101 5.7 — 6.15.55.5 7/7
12 Galaxy Snacks & confectionery 96 5.4 — 5.44.76.0 7/7
13 Pepsi Soft drinks 95 5.3 — 5.84.75.5 7/7
14 Ferrero Rocher Snacks & confectionery 93 5.2 — 5.64.85.3 7/7
15 Quaker Packaged food & hot drinks 91 5.1 — 4.54.86.1 7/7
16 Stella Artois Alcoholic drinks 87 4.9 — 5.04.65.1 7/7
17 Gordon's Alcoholic drinks 86 4.9 — 5.04.45.2 7/7
18 Corona Alcoholic drinks 86 4.8 — 5.14.74.7 7/7
19 Tango Soft drinks 85 4.8 — 5.34.34.9 7/7
20 Dr Pepper Soft drinks 85 4.8 — 5.34.34.8 7/7

Eating out

16 brands. Index 100 is the segment's average Desire of 5.4 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Greggs Fast food & restaurants 127 6.8 — 7.26.17.3 7/7
2 Pret A Manger Coffee shops & bakeries 118 6.3 — 6.36.16.6 7/7
3 Starbucks Coffee shops & bakeries 116 6.2 — 6.85.66.4 7/7
4 McDonald's Fast food & restaurants 111 6.0 — 6.54.96.5 7/7
5 Wetherspoons Fast food & restaurants 111 6.0 — 6.15.36.5 7/7
6 Costa Coffee Coffee shops & bakeries 103 5.5 — 5.15.16.4 7/7
7 Deliveroo Food delivery 103 5.5 — 6.14.55.9 7/7
8 Just Eat Food delivery 101 5.5 — 5.84.56.1 7/7
9 Uber Eats Food delivery 101 5.4 — 6.24.35.8 7/7
10 Domino's Fast food & restaurants 96 5.1 — 5.44.45.6 7/7
11 KFC Fast food & restaurants 95 5.1 — 6.04.15.3 7/7
12 Caffè Nero Coffee shops & bakeries 95 5.1 — 4.55.05.8 7/7
13 Blank Street Coffee shops & bakeries 94 5.1 — 5.84.94.5 6/7
14 Tesco Whoosh Food delivery 86 4.6 — 4.34.25.4 6/7
15 Subway Fast food & restaurants 83 4.5 — 4.64.14.8 7/7
16 Foodhub Food delivery 60 3.2 — 3.03.13.5 6/7

Technology

25 brands. Index 100 is the segment's average Desire of 6.0 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 YouTube Social media & messaging 125 7.6 — 8.26.58.0 7/7
2 Apple Phones & devices 125 7.5 — 8.16.58.0 7/7
3 TikTok Social media & messaging 118 7.2 — 8.56.16.9 7/7
4 Canva Software & cloud 116 7.0 — 7.26.47.5 7/7
5 WhatsApp Social media & messaging 116 7.0 — 6.16.68.3 7/7
6 Google Search & AI assistants 116 7.0 — 7.35.68.1 7/7
7 ChatGPT Search & AI assistants 112 6.7 — 8.15.17.0 7/7
8 Instagram Social media & messaging 111 6.7 — 7.25.96.9 7/7
9 Samsung Phones & devices 107 6.5 — 7.25.37.0 7/7
10 Reddit Social media & messaging 106 6.4 — 6.86.26.4 7/7
11 Google Drive Software & cloud 106 6.4 — 6.05.37.9 7/7
12 Microsoft Phones & devices 104 6.3 — 6.55.27.1 7/7
13 Microsoft 365 Software & cloud 103 6.2 — 5.85.47.5 7/7
14 Pinterest Social media & messaging 102 6.1 — 6.16.06.3 7/7
15 Zoom Software & cloud 101 6.1 — 5.95.56.8 7/7
16 iCloud Software & cloud 100 6.0 — 5.65.57.0 7/7
17 LinkedIn Social media & messaging 95 5.7 — 5.65.56.1 7/7
18 Amazon Kindle Phones & devices 94 5.7 — 5.64.76.7 7/7
19 X Social media & messaging 88 5.3 — 6.54.45.1 7/7
20 Claude Search & AI assistants 87 5.3 — 5.64.85.4 7/7
21 Gemini Search & AI assistants 84 5.1 — 5.84.15.5 7/7
22 Facebook Social media & messaging 84 5.1 — 5.14.45.7 7/7
23 Microsoft Copilot Search & AI assistants 82 5.0 — 5.24.25.5 7/7
24 HP Phones & devices 66 4.0 — 3.93.44.7 7/7
25 Yahoo Search & AI assistants 53 3.2 — 2.93.13.6 7/7

Media & entertainment

35 brands. Index 100 is the segment's average Desire of 5.5 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nintendo Gaming 137 7.5 — 7.87.27.7 7/7
2 Spotify Music & audio 135 7.5 — 7.66.68.2 7/7
3 Steam Gaming 135 7.4 — 7.46.78.1 7/7
4 PlayStation Gaming 133 7.3 — 7.76.87.5 7/7
5 BBC Video streaming & TV 132 7.3 — 7.16.68.0 7/7
6 Netflix Video streaming & TV 131 7.2 — 8.06.07.6 7/7
7 The Guardian News & publishing 124 6.8 — 7.16.56.8 7/7
8 BBC News News & publishing 121 6.7 — 6.65.97.5 7/7
9 Epic Games Gaming 118 6.5 — 7.45.86.3 7/7
10 Roblox Gaming 115 6.3 — 7.45.85.7 7/7
11 Disney+ Video streaming & TV 114 6.3 — 6.75.76.5 7/7
12 BBC Sounds Music & audio 113 6.2 — 5.76.16.8 7/7
13 YouTube Music Music & audio 112 6.2 — 6.35.86.4 7/7
14 SoundCloud Music & audio 107 5.9 — 6.35.95.4 7/7
15 Amazon Prime Video Video streaming & TV 106 5.8 — 6.04.86.8 7/7
16 The National Lottery Betting & lottery 106 5.8 — 6.35.45.8 7/7
17 Sky News News & publishing 105 5.8 — 6.05.16.3 7/7
18 ITV Video streaming & TV 101 5.6 — 5.55.06.1 7/7
19 Paddy Power Betting & lottery 97 5.4 — 7.04.34.7 7/7
20 The Telegraph News & publishing 97 5.3 — 5.45.05.6 7/7
21 Daily Mail News & publishing 88 4.9 — 5.63.95.1 7/7
22 The Sun News & publishing 87 4.8 — 5.93.64.8 7/7
23 People's Postcode Lottery Betting & lottery 86 4.8 — 4.55.14.6 7/7
24 Sky Bet Betting & lottery 86 4.7 — 5.53.94.7 7/7
25 Bet365 Betting & lottery 82 4.5 — 5.73.34.7 7/7
26 Daily Mirror News & publishing 82 4.5 — 4.44.24.9 7/7
27 Betfair Betting & lottery 82 4.5 — 5.73.54.3 7/7
28 Heart Music & audio 80 4.4 — 3.94.35.0 7/7
29 William Hill Betting & lottery 78 4.3 — 4.63.74.6 7/7
30 Tombola Betting & lottery 75 4.1 — 4.43.94.1 7/7
31 Ladbrokes Betting & lottery 72 4.0 — 4.33.44.3 7/7
32 Mecca Bingo Betting & lottery 72 3.9 — 3.83.94.1 7/7
33 Coral Betting & lottery 68 3.7 — 3.83.34.1 7/7
34 Betfred Betting & lottery 66 3.6 — 3.63.34.0 7/7
35 Daily Express News & publishing 60 3.3 — 3.42.83.7 7/7

Telecoms

10 brands. Index 100 is the segment's average Desire of 5.0 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Sky Broadband & pay TV 120 6.1 — 6.65.06.5 7/7
2 giffgaff Mobile networks 119 6.0 — 5.95.96.1 7/7
3 O2 Mobile networks 116 5.8 — 5.65.36.5 7/7
4 EE Mobile networks 106 5.4 — 5.34.66.2 7/7
5 Vodafone Mobile networks 103 5.2 — 5.24.55.9 7/7
6 Virgin Media Broadband & pay TV 103 5.2 — 5.94.25.5 7/7
7 Tesco Mobile Mobile networks 98 4.9 — 4.24.66.0 7/7
8 NOW Broadband & pay TV 90 4.5 — 4.83.94.9 7/7
9 BT Broadband & pay TV 86 4.3 — 4.13.75.2 7/7
10 TalkTalk Broadband & pay TV 59 3.0 — 2.92.33.7 7/7

Automotive

10 brands. Index 100 is the segment's average Desire of 5.5 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Toyota Mainstream cars 111 6.2 — 5.55.87.1 7/7
2 Tesla Premium & luxury cars 110 6.1 — 7.75.25.3 7/7
3 Volkswagen Mainstream cars 108 6.0 — 5.95.56.6 7/7
4 Mercedes-Benz Premium & luxury cars 107 5.9 — 6.35.36.1 7/7
5 BMW Premium & luxury cars 105 5.8 — 6.15.36.0 7/7
6 Audi Premium & luxury cars 98 5.4 — 5.65.05.7 7/7
7 Land Rover Premium & luxury cars 97 5.4 — 5.85.15.3 7/7
8 Hyundai Mainstream cars 97 5.4 — 5.34.86.0 7/7
9 BYD Mainstream cars 85 4.7 — 5.94.04.3 5/7
10 Vauxhall Mainstream cars 81 4.5 — 3.84.45.4 7/7

Travel

16 brands. Index 100 is the segment's average Desire of 5.1 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Airbnb Hotels & holidays 121 6.2 — 7.25.55.8 7/7
2 Uber Transport & ride-hailing 114 5.8 — 6.74.36.4 7/7
3 Eurostar Transport & ride-hailing 113 5.8 — 6.35.35.8 7/7
4 Emirates Airlines 112 5.7 — 6.65.05.5 7/7
5 Premier Inn Hotels & holidays 108 5.5 — 4.95.16.6 7/7
6 Jet2holidays Hotels & holidays 107 5.5 — 5.45.26.0 7/7
7 Jet2 Airlines 104 5.3 — 5.05.35.7 7/7
8 Booking.com Hotels & holidays 102 5.2 — 5.44.36.0 7/7
9 Trainline Transport & ride-hailing 101 5.2 — 5.24.26.1 7/7
10 TUI Hotels & holidays 97 4.9 — 5.04.65.3 7/7
11 British Airways Airlines 94 4.8 — 5.04.54.9 7/7
12 LNER Transport & ride-hailing 94 4.8 — 4.74.65.1 7/7
13 easyJet Airlines 92 4.7 — 5.14.15.0 7/7
14 Ryanair Airlines 81 4.2 — 5.92.83.8 7/7
15 National Rail Transport & ride-hailing 81 4.1 — 3.83.84.8 7/7
16 Travelodge Hotels & holidays 80 4.1 — 3.93.64.8 7/7

Beauty & personal care

10 brands. Index 100 is the segment's average Desire of 5.7 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 The Ordinary Skincare & cosmetics 116 6.7 — 7.36.06.6 7/7
2 Dove Haircare & personal care 112 6.4 — 6.16.36.8 7/7
3 Charlotte Tilbury Skincare & cosmetics 109 6.2 — 6.95.86.0 7/7
4 CeraVe Skincare & cosmetics 105 6.0 — 5.95.36.7 7/7
5 Oral-B Haircare & personal care 101 5.8 — 5.74.76.9 7/7
6 Gillette Haircare & personal care 97 5.5 — 5.64.76.3 7/7
7 Estée Lauder Skincare & cosmetics 96 5.5 — 5.45.06.0 7/7
8 Lynx Haircare & personal care 95 5.4 — 5.94.75.6 7/7
9 Clinique Skincare & cosmetics 87 5.0 — 4.44.85.8 7/7
10 Sure Haircare & personal care 84 4.8 — 4.44.25.8 7/7

Home & household

10 brands. Index 100 is the segment's average Desire of 5.5 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Ninja Home appliances 119 6.5 — 7.45.36.9 7/7
2 Dyson Home appliances 117 6.4 — 7.55.06.8 7/7
3 Shark Home appliances 109 6.0 — 6.44.86.7 7/7
4 Henry Home appliances 106 5.8 — 5.25.36.9 7/7
5 Dettol Household products 103 5.6 — 5.44.66.9 7/7
6 Fairy Household products 102 5.6 — 5.34.66.9 7/7
7 Ariel Household products 92 5.0 — 4.84.06.3 7/7
8 Comfort Household products 86 4.7 — 4.34.05.9 7/7
9 Flash Household products 86 4.7 — 4.43.85.9 7/7
10 Hoover Home appliances 80 4.4 — 3.93.75.4 7/7

Health & fitness

10 brands. Index 100 is the segment's average Desire of 4.9 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Virgin Active Gyms & fitness 113 5.5 — 5.55.45.7 7/7
2 David Lloyd Gyms & fitness 113 5.5 — 5.15.46.1 7/7
3 PureGym Gyms & fitness 108 5.3 — 5.34.56.1 7/7
4 Nuffield Health Gyms & fitness 102 5.0 — 4.45.15.6 7/7
5 The Gym Group Gyms & fitness 100 4.9 — 4.64.35.8 7/7
6 Vitabiotics Health & medicines 98 4.8 — 4.64.35.5 7/7
7 Lemsip Health & medicines 93 4.6 — 4.23.95.7 7/7
8 Bupa Health & medicines 93 4.5 — 4.24.15.3 7/7
9 Gaviscon Health & medicines 92 4.5 — 4.13.85.7 7/7
10 Lloyds Pharmacy Health & medicines 87 4.2 — 3.63.95.2 7/7

Energy

5 brands. Index 100 is the segment's average Desire of 4.0 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Octopus Energy Energy & fuel 159 6.4 — 6.85.96.5 7/7
2 Shell Energy & fuel 91 3.7 — 4.12.74.3 7/7
3 British Gas Energy & fuel 90 3.6 — 3.73.04.2 7/7
4 BP Energy & fuel 87 3.5 — 3.92.54.2 7/7
5 Esso Energy & fuel 72 2.9 — 2.92.23.7 7/7

Method & limitations

Once a month the top 250 brands in each of 25 markets are put to 7 AI models (Claude, Perplexity, Gemini, ChatGPT, Grok, DeepSeek and Meta AI), the way a survey asks a respondent: first how well the model knows each brand, then how far it agrees with each of the 36 statements of the Havas Science of Desire 2.0, on a 1–7 scale. A model that rates its familiarity with a brand below 3 is left out for that brand. Each statement is the mean of the remaining models' ratings; statements average into fifteen dimensions, dimensions into the three Drivers of Desire, and the drivers into Desire, each out of 10. Each brand's index is its Desire divided by the average Desire of the brands shown in its segment in that market, × 100: 100 is the segment average, 115 is fifteen per cent above it. Change is the move in index points since the market's previous month.

A brand is shown only when at least 4 models knew it well enough to score it, and a segment only when at least 3 brands are shown. Only finished monthly runs are published. These are the AI models' own ratings when asked, not a survey of people and not an endorsement; brands are compared within a segment and market, not across them. See the full methodology.