Converged.AI × BrandInsightAI
BrandInsightAI Insights
Latin America · October 2026 · refreshed monthly

The brands AI wants in Brazil

7 AI models were asked how well they know the top brands in Brazil 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.

248 brands · 15 segments · rated by Claude, Perplexity, Gemini, ChatGPT, Grok, DeepSeek and Meta AI · 2 held back (too few models knew them, or a segment too small to index)

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

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nubank Cards & payments 134 7.7 — 8.16.78.2 7/7
2 Pix Cards & payments 134 7.6 — 8.26.38.5 7/7
3 Inter Banks 117 6.7 — 7.25.87.0 7/7
4 Itaú Banks 116 6.6 — 6.75.97.3 7/7
5 Porto Seguro Insurance 112 6.4 — 6.36.06.8 7/7
6 XP Investimentos Investing & savings 112 6.4 — 7.15.46.6 7/7
7 Sicredi Banks 109 6.2 — 5.36.86.5 7/7
8 Mercado Pago Cards & payments 106 6.1 — 6.35.16.8 7/7
9 Tesouro Direto Investing & savings 100 5.7 — 5.35.36.6 7/7
10 Caixa Banks 99 5.7 — 5.35.36.4 7/7
11 Banco do Brasil Banks 99 5.6 — 5.25.16.6 7/7
12 Binance Investing & savings 98 5.6 — 7.24.35.2 7/7
13 Santander Banks 98 5.6 — 5.64.96.2 7/7
14 Bradesco Banks 94 5.3 — 4.94.86.3 7/7
15 Inter Invest Investing & savings 93 5.3 — 5.34.85.9 7/7
16 BTG Pactual Investing & savings 93 5.3 — 5.54.75.7 7/7
17 Bradesco Seguros Insurance 89 5.1 — 4.94.85.7 7/7
18 SulAmérica Insurance 86 4.9 — 4.74.65.4 7/7
19 Allianz Insurance 81 4.7 — 4.54.45.0 7/7
20 PayPal Cards & payments 80 4.6 — 4.64.25.0 7/7
21 PagBank Cards & payments 77 4.4 — 4.33.95.0 7/7
22 Tokio Marine Insurance 73 4.1 — 3.93.94.6 7/7

Grocery

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Pão de Açúcar Supermarkets 111 6.1 — 6.25.56.6 7/7
2 Carrefour Supermarkets 105 5.8 — 5.94.96.5 7/7
3 Assaí Supermarkets 98 5.4 — 5.54.46.3 7/7
4 Atacadão Supermarkets 97 5.3 — 5.34.46.3 7/7
5 Supermercados BH Supermarkets 90 5.0 — 4.34.65.9 7/7

Retail

30 brands. Index 100 is the segment's average Desire of 5.2 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Mercado Livre Online marketplaces 136 7.0 — 7.36.07.9 7/7
2 Sephora Health & beauty stores 131 6.8 — 7.56.66.1 7/7
3 Amazon Online marketplaces 125 6.5 — 6.75.27.4 7/7
4 Magalu Magazine Luiza Electricals retail 124 6.4 — 7.05.56.7 7/7
5 Magazine Luiza Department & variety stores 121 6.3 — 7.05.36.6 7/7
6 KaBuM! Electricals retail 119 6.2 — 6.75.76.0 7/7
7 Leroy Merlin Home, furniture & DIY 118 6.1 — 6.25.76.5 7/7
8 Shopee Online marketplaces 114 5.9 — 7.04.76.0 7/7
9 Drogasil Health & beauty stores 113 5.9 — 5.65.26.8 7/7
10 Droga Raia Health & beauty stores 108 5.6 — 5.25.06.6 7/7
11 Tok&Stok Home, furniture & DIY 108 5.6 — 6.15.35.4 7/7
12 Pichau Electricals retail 104 5.4 — 5.95.25.1 7/7
13 Pague Menos Health & beauty stores 103 5.3 — 5.24.86.1 7/7
14 Enjoei Online marketplaces 102 5.3 — 5.75.64.6 7/7
15 Casas Bahia Electricals retail 98 5.1 — 5.14.55.7 7/7
16 MadeiraMadeira Home, furniture & DIY 98 5.1 — 5.94.54.9 7/7
17 Drogaria Araujo Health & beauty stores 95 4.9 — 4.54.65.7 7/7
18 Havan Department & variety stores 94 4.9 — 5.64.05.0 7/7
19 Drogaria São Paulo Health & beauty stores 91 4.7 — 4.34.25.6 7/7
20 Kalunga Electricals retail 90 4.6 — 4.34.55.2 7/7
21 Americanas Department & variety stores 89 4.6 — 5.33.55.1 7/7
22 OLX Online marketplaces 88 4.5 — 4.84.14.7 7/7
23 Drogarias Pacheco Health & beauty stores 87 4.5 — 4.14.05.5 7/7
24 AliExpress Online marketplaces 87 4.5 — 5.53.44.6 7/7
25 Ferreira Costa Home, furniture & DIY 86 4.5 — 4.14.35.0 7/7
26 Temu Online marketplaces 82 4.3 — 6.22.83.8 7/7
27 Obramax Home, furniture & DIY 77 4.0 — 4.03.54.5 7/7
28 Lojas Cem Electricals retail 74 3.8 — 3.33.84.4 7/7
29 Le Biscuit Department & variety stores 70 3.6 — 3.53.53.9 7/7
30 Lojas Torra Department & variety stores 67 3.5 — 3.43.33.8 7/7

Fashion

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nike Sportswear & footwear 130 7.7 — 8.27.27.5 7/7
2 Havaianas Sportswear & footwear 123 7.2 — 7.46.87.5 7/7
3 Adidas Sportswear & footwear 114 6.7 — 6.86.56.7 7/7
4 Louis Vuitton Luxury 109 6.4 — 7.55.76.0 7/7
5 Rolex Luxury 109 6.4 — 7.15.96.0 7/7
6 Farm Clothing retail 108 6.4 — 7.06.45.7 7/7
7 Renner Clothing retail 105 6.2 — 6.05.96.6 7/7
8 Melissa Sportswear & footwear 104 6.1 — 6.85.85.7 7/7
9 Vivara Luxury 101 5.9 — 5.95.76.2 7/7
10 New Balance Sportswear & footwear 101 5.9 — 6.25.75.8 7/7
11 Dior Luxury 100 5.9 — 6.95.45.3 7/7
12 Shein Clothing retail 98 5.7 — 7.64.55.1 7/7
13 Zara Clothing retail 93 5.5 — 6.34.75.3 7/7
14 Centauro Clothing retail 93 5.4 — 5.55.35.5 7/7
15 Netshoes Clothing retail 89 5.2 — 5.44.95.3 7/7
16 Riachuelo Clothing retail 85 5.0 — 5.04.85.2 7/7
17 Montblanc Luxury 81 4.8 — 5.04.74.7 7/7
18 C&A Clothing retail 80 4.7 — 4.64.55.0 7/7
19 Dafiti Clothing retail 78 4.6 — 4.94.24.6 7/7

Food & drink

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Guaraná Antarctica Soft drinks 119 6.8 — 6.86.67.1 7/7
2 Red Bull Soft drinks 115 6.6 — 7.56.26.0 7/7
3 Coca-Cola Soft drinks 114 6.5 — 6.66.07.0 7/7
4 Heineken Alcoholic drinks 112 6.5 — 6.76.26.5 7/7
5 Brahma Alcoholic drinks 112 6.4 — 6.16.36.8 7/7
6 Cacau Show Snacks & confectionery 111 6.4 — 6.75.86.6 7/7
7 Doritos Snacks & confectionery 103 5.9 — 6.95.15.7 7/7
8 Kit Kat Snacks & confectionery 103 5.9 — 6.45.26.1 7/7
9 Nestlé Packaged food & hot drinks 103 5.9 — 5.85.16.8 7/7
10 Ninho Packaged food & hot drinks 101 5.8 — 5.25.46.8 7/7
11 Bauducco Snacks & confectionery 99 5.7 — 5.35.36.5 7/7
12 Nissin Miojo Packaged food & hot drinks 99 5.7 — 5.94.86.3 7/7
13 Café 3 Corações Packaged food & hot drinks 97 5.6 — 4.85.36.7 7/7
14 Kopenhagen Snacks & confectionery 97 5.5 — 5.85.45.5 7/7
15 Sprite Soft drinks 94 5.4 — 5.45.25.7 7/7
16 Smirnoff Alcoholic drinks 91 5.2 — 5.45.15.2 7/7
17 Budweiser Alcoholic drinks 91 5.2 — 5.65.05.0 7/7
18 Amstel Alcoholic drinks 81 4.6 — 4.54.54.9 7/7
19 Schweppes Soft drinks 79 4.5 — 4.74.54.5 7/7
20 Kellogg's Packaged food & hot drinks 78 4.5 — 4.34.14.9 7/7

Eating out

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 iFood Food delivery 126 6.8 — 7.25.57.8 7/7
2 McDonald's Fast food & restaurants 113 6.2 — 6.85.36.4 7/7
3 Zé Delivery Food delivery 113 6.1 — 6.55.46.4 7/7
4 Starbucks Coffee shops & bakeries 112 6.1 — 6.55.76.1 7/7
5 Coco Bambu Fast food & restaurants 106 5.8 — 5.95.85.7 7/7
6 Hortifruti Natural da Terra Food delivery 101 5.5 — 5.05.55.9 7/7
7 Sodiê Doces Coffee shops & bakeries 100 5.4 — 5.35.55.5 7/7
8 The Coffee Coffee shops & bakeries 100 5.4 — 5.85.35.1 6/7
9 Outback Fast food & restaurants 99 5.4 — 5.75.25.2 7/7
10 Burger King Fast food & restaurants 99 5.4 — 6.24.65.3 7/7
11 Ofner Coffee shops & bakeries 88 4.8 — 4.64.75.0 7/7
12 Subway Fast food & restaurants 88 4.8 — 4.94.54.9 7/7
13 Cheirin Bão Coffee shops & bakeries 81 4.4 — 4.44.44.4 7/7
14 99Food Food delivery 74 4.0 — 4.33.44.3 7/7

Technology

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 TikTok Social media & messaging 126 7.6 — 8.66.67.4 7/7
2 WhatsApp Social media & messaging 123 7.4 — 7.06.68.6 7/7
3 Google Software & cloud 122 7.3 — 7.75.88.5 7/7
4 Apple Phones & devices 122 7.3 — 7.96.57.5 7/7
5 Instagram Social media & messaging 119 7.2 — 7.66.57.4 7/7
6 Samsung Phones & devices 118 7.1 — 7.56.27.6 7/7
7 Canva Software & cloud 117 7.1 — 7.26.47.6 7/7
8 ChatGPT Search & AI assistants 117 7.1 — 8.25.77.3 7/7
9 Discord Social media & messaging 108 6.5 — 6.66.36.6 7/7
10 Telegram Social media & messaging 108 6.5 — 6.56.07.0 7/7
11 JBL Phones & devices 100 6.0 — 6.15.66.3 7/7
12 Pinterest Social media & messaging 100 6.0 — 6.06.06.1 7/7
13 Xiaomi Phones & devices 100 6.0 — 6.75.16.3 7/7
14 Gemini Search & AI assistants 99 6.0 — 6.75.06.3 7/7
15 Google Assistente Search & AI assistants 99 6.0 — 5.85.17.1 7/7
16 Microsoft 365 Software & cloud 99 5.9 — 5.55.17.2 7/7
17 Zoom Software & cloud 95 5.7 — 5.65.16.5 7/7
18 LinkedIn Social media & messaging 94 5.7 — 5.55.46.0 7/7
19 DeepSeek Search & AI assistants 92 5.5 — 6.84.25.5 5/7
20 Tinder Social media & messaging 91 5.5 — 6.44.85.2 7/7
21 Claude Search & AI assistants 90 5.4 — 5.85.15.4 7/7
22 Microsoft Copilot Search & AI assistants 89 5.3 — 5.54.75.8 7/7
23 Motorola Phones & devices 89 5.3 — 5.04.96.1 7/7
24 iCloud Software & cloud 88 5.3 — 4.84.86.2 7/7
25 Grok Search & AI assistants 85 5.1 — 6.54.24.6 5/7
26 Facebook Social media & messaging 84 5.0 — 4.84.55.8 7/7
27 X Social media & messaging 81 4.9 — 6.14.04.5 7/7
28 Yahoo Search & AI assistants 48 2.9 — 2.52.73.4 7/7

Media & entertainment

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 YouTube Video streaming & TV 143 8.1 — 8.77.18.5 7/7
2 Steam Gaming 135 7.7 — 7.87.18.2 7/7
3 Spotify Music & audio 135 7.7 — 7.86.98.3 7/7
4 Netflix Video streaming & TV 131 7.4 — 8.26.57.7 7/7
5 Xbox Gaming 119 6.8 — 6.96.47.1 7/7
6 g1 News & publishing 117 6.7 — 7.15.77.3 7/7
7 Globo Video streaming & TV 117 6.7 — 7.05.97.0 7/7
8 Roblox Gaming 116 6.6 — 7.76.06.1 7/7
9 Epic Games Gaming 113 6.4 — 7.25.86.2 7/7
10 Loterias Caixa Betting & lottery 112 6.4 — 6.46.26.5 7/7
11 Folha de S.Paulo News & publishing 110 6.3 — 6.65.76.6 7/7
12 YouTube Music Music & audio 110 6.3 — 6.25.76.8 7/7
13 O Globo News & publishing 109 6.2 — 6.55.56.5 7/7
14 Disney+ Video streaming & TV 107 6.1 — 6.35.66.4 7/7
15 HBO Max Video streaming & TV 107 6.1 — 6.75.66.0 7/7
16 Globoplay Video streaming & TV 103 5.9 — 6.15.46.1 7/7
17 Prime Video Video streaming & TV 103 5.9 — 6.05.06.6 7/7
18 Superbet Betting & lottery 102 5.8 — 6.65.25.7 7/7
19 Betano Betting & lottery 101 5.7 — 6.85.05.5 7/7
20 Nuuvem Gaming 99 5.6 — 5.45.56.0 7/7
21 Estadão News & publishing 96 5.5 — 5.45.15.9 7/7
22 Metrópoles News & publishing 94 5.3 — 6.14.65.3 7/7
23 Bet365 Betting & lottery 93 5.3 — 6.24.45.3 7/7
24 SoundCloud Music & audio 93 5.3 — 5.75.44.8 7/7
25 Jovem Pan Music & audio 92 5.2 — 5.74.75.3 7/7
26 Betnacional Betting & lottery 92 5.2 — 5.94.94.8 7/7
27 CNN Brasil News & publishing 91 5.2 — 5.84.55.3 7/7
28 Esportes da Sorte Betting & lottery 90 5.1 — 6.14.64.6 7/7
29 UOL News & publishing 89 5.1 — 5.04.45.8 7/7
30 Pixbet Betting & lottery 87 5.0 — 5.84.34.8 7/7
31 Sportingbet Betting & lottery 86 4.9 — 5.34.45.0 7/7
32 R7 News & publishing 83 4.7 — 5.14.14.9 7/7
33 KTO Betting & lottery 82 4.7 — 5.44.24.4 7/7
34 Betfair Betting & lottery 81 4.6 — 5.53.94.4 7/7
35 Estrela Bet Betting & lottery 77 4.4 — 5.14.04.1 7/7
36 Deezer Music & audio 73 4.2 — 3.84.04.8 7/7
37 Terra News & publishing 73 4.2 — 4.33.64.5 7/7
38 Vai de Bet Betting & lottery 71 4.0 — 4.73.63.8 7/7
39 Novibet Betting & lottery 68 3.9 — 4.23.44.0 7/7

Telecoms

9 brands. Index 100 is the segment's average Desire of 4.8 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Vivo Mobile networks 132 6.3 — 6.55.66.9 7/7
2 Starlink Broadband & pay TV 125 6.0 — 7.64.75.6 7/7
3 TIM Mobile networks 112 5.4 — 5.64.55.9 7/7
4 Claro Broadband & pay TV 109 5.2 — 5.54.26.0 7/7
5 Vivo Easy Mobile networks 109 5.2 — 5.44.55.7 7/7
6 Sky Broadband & pay TV 92 4.4 — 4.53.85.0 7/7
7 Brisanet Mobile networks 83 4.0 — 3.93.74.4 6/7
8 Algar Telecom Mobile networks 72 3.4 — 3.13.33.9 7/7
9 Alares Broadband & pay TV 67 3.2 — 2.83.13.7 5/7

Automotive

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Volkswagen Mainstream cars 107 6.4 — 6.06.27.0 7/7
2 Porsche Premium & luxury cars 107 6.4 — 7.36.05.9 7/7
3 Ferrari Premium & luxury cars 106 6.3 — 8.25.85.0 7/7
4 Honda Mainstream cars 106 6.3 — 5.76.17.2 7/7
5 Mercedes-Benz Premium & luxury cars 103 6.2 — 6.75.66.1 7/7
6 BYD Mainstream cars 101 6.0 — 7.45.15.5 6/7
7 BMW Premium & luxury cars 99 6.0 — 6.55.55.8 7/7
8 Chevrolet Mainstream cars 97 5.8 — 5.45.56.6 7/7
9 Lamborghini Premium & luxury cars 97 5.8 — 7.65.44.4 7/7
10 GWM Mainstream cars 79 4.7 — 5.54.24.4 7/7

Travel

15 brands. Index 100 is the segment's average Desire of 5.2 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Airbnb Hotels & holidays 138 7.1 — 7.96.66.8 7/7
2 Uber Transport & ride-hailing 129 6.7 — 7.35.37.4 7/7
3 Booking.com Hotels & holidays 118 6.1 — 6.15.46.7 7/7
4 Localiza Transport & ride-hailing 111 5.7 — 5.85.06.3 6/7
5 Azul Airlines 107 5.5 — 6.04.85.8 7/7
6 LATAM Airlines 107 5.5 — 5.94.85.9 7/7
7 BlaBlaCar Transport & ride-hailing 100 5.2 — 5.55.05.1 7/7
8 Decolar Hotels & holidays 97 5.0 — 5.34.55.3 7/7
9 Movida Transport & ride-hailing 96 4.9 — 5.04.45.4 6/7
10 CVC Hotels & holidays 95 4.9 — 4.74.75.3 7/7
11 Gol Airlines 94 4.8 — 5.34.15.2 7/7
12 TAP Airlines 84 4.3 — 4.64.24.3 7/7
13 ClickBus Transport & ride-hailing 82 4.3 — 4.33.84.6 7/7
14 Copa Airlines Airlines 75 3.9 — 4.03.64.1 7/7
15 123milhas Hotels & holidays 65 3.4 — 4.82.42.9 7/7

Beauty & personal care

10 brands. Index 100 is the segment's average Desire of 6.1 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Natura Skincare & cosmetics 128 7.8 — 7.77.97.8 7/7
2 O Boticário Skincare & cosmetics 118 7.2 — 7.26.87.5 7/7
3 Lola Cosmetics Haircare & personal care 107 6.5 — 7.06.75.8 7/7
4 Salon Line Haircare & personal care 101 6.2 — 6.26.06.4 7/7
5 Eudora Skincare & cosmetics 97 5.9 — 6.05.86.0 7/7
6 Gillette Haircare & personal care 93 5.7 — 5.74.96.5 7/7
7 Granado Skincare & cosmetics 93 5.7 — 5.65.65.7 7/7
8 Avon Skincare & cosmetics 88 5.4 — 5.05.35.8 7/7
9 Seda Haircare & personal care 88 5.3 — 5.04.96.1 7/7
10 Elseve Haircare & personal care 87 5.3 — 5.24.76.0 7/7

Home & household

10 brands. Index 100 is the segment's average Desire of 5.3 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Brastemp Home appliances 116 6.2 — 6.15.47.1 7/7
2 Electrolux Home appliances 114 6.1 — 6.25.36.8 7/7
3 Ypê Household products 110 5.9 — 5.45.46.8 7/7
4 Veja Household products 108 5.8 — 5.85.16.4 7/7
5 Consul Home appliances 105 5.6 — 5.05.16.7 7/7
6 Downy Household products 99 5.3 — 5.24.66.1 7/7
7 Pinho Sol Household products 98 5.3 — 5.04.56.3 7/7
8 Midea Home appliances 87 4.7 — 4.93.85.3 7/7
9 Lysoform Household products 82 4.4 — 4.23.85.2 7/7
10 Philco Home appliances 80 4.3 — 4.23.75.0 7/7

Health & fitness

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Smart Fit Gyms & fitness 134 6.8 — 7.06.07.5 7/7
2 Wellhub Gyms & fitness 127 6.5 — 6.95.96.7 7/7
3 TotalPass Gyms & fitness 119 6.0 — 6.35.36.6 7/7
4 Unimed Health & medicines 104 5.3 — 5.35.05.8 7/7
5 Bluefit Gyms & fitness 98 5.0 — 4.64.85.6 7/7
6 Buscopan Health & medicines 95 4.9 — 4.73.96.0 7/7
7 Bradesco Saúde Health & medicines 84 4.3 — 4.03.75.0 7/7
8 Panobianco Gyms & fitness 81 4.1 — 3.64.14.7 6/7
9 Hapvida Health & medicines 80 4.1 — 4.63.24.5 7/7
10 Amil Health & medicines 77 3.9 — 4.03.34.5 7/7

Energy

7 brands. Index 100 is the segment's average Desire of 4.3 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Petrobras Energy & fuel 130 5.5 — 6.34.35.9 7/7
2 Shell Energy & fuel 127 5.4 — 5.64.76.0 7/7
3 Ipiranga Energy & fuel 124 5.3 — 5.34.76.0 7/7
4 CPFL Energy & fuel 89 3.8 — 3.33.54.6 7/7
5 Neoenergia Energy & fuel 79 3.4 — 3.03.04.2 7/7
6 Enel Energy & fuel 78 3.4 — 3.62.63.8 7/7
7 Equatorial Energia Energy & fuel 73 3.1 — 2.82.73.8 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.