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

The brands AI wants in Mexico

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

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nu Investing & savings 151 7.6 — 8.16.78.1 7/7
2 Mercado Pago Cards & payments 133 6.7 — 7.15.87.3 7/7
3 BBVA Banks 131 6.6 — 6.75.77.5 7/7
4 American Express Cards & payments 113 5.7 — 5.55.56.2 7/7
5 Banorte Banks 107 5.4 — 5.14.96.3 7/7
6 PayPal Cards & payments 105 5.3 — 5.34.95.9 7/7
7 GBM Investing & savings 105 5.3 — 5.54.65.8 7/7
8 Santander Banks 104 5.3 — 5.34.65.9 7/7
9 Quálitas Insurance 102 5.2 — 5.54.45.6 7/7
10 Banco Azteca Banks 101 5.1 — 5.34.45.7 7/7
11 GNP Seguros Insurance 101 5.1 — 5.24.65.5 7/7
12 Banregio Banks 100 5.1 — 5.04.85.5 7/7
13 Banamex Banks 99 5.0 — 4.94.45.7 7/7
14 Kueski Pay Cards & payments 97 4.9 — 5.54.35.1 7/7
15 Cetesdirecto Investing & savings 97 4.9 — 4.64.55.7 7/7
16 HSBC Banks 96 4.9 — 4.74.55.4 7/7
17 Banco del Bienestar Banks 93 4.7 — 4.54.74.9 7/7
18 Plata Cards & payments 92 4.7 — 5.24.24.6 6/7
19 AXA Insurance 89 4.5 — 4.64.04.9 7/7
20 Scotiabank Banks 88 4.5 — 4.24.34.9 7/7
21 MetLife Insurance 84 4.3 — 4.33.94.6 7/7
22 Profuturo Investing & savings 84 4.3 — 3.84.05.0 7/7
23 Seguros Monterrey New York Life Insurance 83 4.2 — 4.04.04.7 7/7
24 Inbursa Banks 82 4.2 — 3.93.94.7 7/7
25 PensionISSSTE Investing & savings 63 3.2 — 2.63.23.7 7/7

Grocery

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Costco Supermarkets 121 6.2 — 6.55.46.7 7/7
2 OXXO Supermarkets 117 6.0 — 6.05.06.9 7/7
3 Bodega Aurrerá Supermarkets 108 5.5 — 5.14.86.7 7/7
4 Walmart Supermarkets 103 5.2 — 5.04.16.6 7/7
5 Sam's Club Supermarkets 99 5.0 — 5.24.35.7 7/7
6 Chedraui Supermarkets 95 4.8 — 4.54.45.7 7/7
7 Soriana Supermarkets 91 4.7 — 4.34.25.4 7/7
8 Tiendas 3B Supermarkets 84 4.3 — 4.23.74.9 7/7
9 7-Eleven Supermarkets 83 4.2 — 4.23.74.8 7/7

Retail

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Mercado Libre Online marketplaces 142 7.5 — 7.86.68.0 7/7
2 Sephora Health & beauty stores 128 6.7 — 7.46.46.2 7/7
3 Amazon Online marketplaces 127 6.7 — 7.05.37.7 7/7
4 IKEA Home, furniture & DIY 124 6.5 — 7.35.96.3 7/7
5 Liverpool Department & variety stores 117 6.1 — 6.15.76.7 7/7
6 El Palacio de Hierro Department & variety stores 112 5.9 — 6.45.55.8 7/7
7 The Home Depot Home, furniture & DIY 112 5.9 — 5.75.56.6 7/7
8 Miniso Department & variety stores 110 5.8 — 6.85.15.4 7/7
9 Farmacias Guadalajara Health & beauty stores 108 5.7 — 5.44.96.8 7/7
10 iShop Mixup Electricals retail 107 5.6 — 5.95.35.6 7/7
11 Farmacias del Ahorro Health & beauty stores 106 5.6 — 5.44.76.6 7/7
12 Kavak Online marketplaces 105 5.5 — 6.44.75.3 7/7
13 Coppel Department & variety stores 103 5.4 — 5.04.66.5 7/7
14 Walmart Marketplace Online marketplaces 102 5.3 — 5.04.76.3 7/7
15 Comex Home, furniture & DIY 101 5.3 — 5.04.96.0 7/7
16 Farmacias San Pablo Health & beauty stores 101 5.3 — 4.94.76.3 7/7
17 Steren Electricals retail 97 5.1 — 5.34.55.5 7/7
18 Sanborns Department & variety stores 96 5.0 — 4.64.85.7 7/7
19 Elektra Electricals retail 91 4.8 — 5.23.85.4 7/7
20 Interceramic Home, furniture & DIY 88 4.6 — 4.54.54.9 7/7
21 Farmacias Benavides Health & beauty stores 86 4.5 — 4.04.05.5 7/7
22 Temu Online marketplaces 85 4.5 — 6.33.14.0 7/7
23 AliExpress Online marketplaces 85 4.4 — 5.53.34.5 7/7
24 Office Depot Electricals retail 83 4.4 — 4.23.85.1 7/7
25 Waldo's Department & variety stores 82 4.3 — 4.33.74.8 7/7
26 eBay Online marketplaces 81 4.2 — 4.44.14.2 7/7
27 OfficeMax Electricals retail 75 4.0 — 3.83.54.5 7/7
28 Muebles Dico Home, furniture & DIY 73 3.9 — 3.53.84.3 7/7
29 Sears Department & variety stores 72 3.8 — 3.43.74.3 7/7

Fashion

17 brands. Index 100 is the segment's average Desire of 5.8 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nike Sportswear & footwear 134 7.8 — 8.37.47.7 7/7
2 Adidas Sportswear & footwear 120 7.0 — 7.36.87.0 7/7
3 Louis Vuitton Luxury 118 6.9 — 8.16.26.4 7/7
4 Dior Luxury 114 6.6 — 7.66.06.2 7/7
5 Zara Clothing retail 113 6.6 — 7.65.76.4 7/7
6 New Balance Sportswear & footwear 102 5.9 — 6.05.86.0 7/7
7 Puma Sportswear & footwear 102 5.9 — 6.25.75.9 7/7
8 H&M Clothing retail 99 5.8 — 6.25.25.8 7/7
9 Shein Clothing retail 98 5.7 — 7.64.35.2 7/7
10 Bershka Clothing retail 93 5.4 — 6.24.95.2 7/7
11 Carolina Herrera Luxury 92 5.4 — 5.65.25.3 7/7
12 Cuidado con el Perro Clothing retail 91 5.3 — 5.55.15.2 7/7
13 Stradivarius Clothing retail 89 5.2 — 5.64.85.1 7/7
14 Coach Luxury 87 5.1 — 5.05.05.3 7/7
15 Montblanc Luxury 87 5.1 — 5.15.15.0 7/7
16 Suburbia Clothing retail 85 4.9 — 4.64.75.5 7/7
17 Price Shoes Sportswear & footwear 76 4.5 — 4.34.15.0 7/7

Food & drink

20 brands. Index 100 is the segment's average Desire of 5.8 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Corona Alcoholic drinks 120 7.0 — 7.26.86.9 7/7
2 Sabritas Snacks & confectionery 117 6.8 — 7.26.27.0 7/7
3 Red Bull Soft drinks 113 6.6 — 7.56.26.1 7/7
4 Coca-Cola Soft drinks 112 6.5 — 6.56.07.1 7/7
5 José Cuervo Alcoholic drinks 108 6.3 — 6.76.16.0 7/7
6 Bimbo Packaged food & hot drinks 106 6.2 — 5.85.47.3 7/7
7 Kinder Snacks & confectionery 105 6.1 — 6.45.66.2 7/7
8 Gamesa Snacks & confectionery 104 6.0 — 5.85.56.8 7/7
9 Nutella Packaged food & hot drinks 103 6.0 — 6.55.36.2 7/7
10 Nestlé Packaged food & hot drinks 98 5.7 — 6.04.66.6 7/7
11 Lala Packaged food & hot drinks 98 5.7 — 5.15.06.9 7/7
12 Electrolit Soft drinks 97 5.6 — 5.85.06.1 7/7
13 Pepsi Soft drinks 95 5.5 — 5.55.15.9 7/7
14 De la Rosa Snacks & confectionery 94 5.5 — 5.45.06.0 7/7
15 Bacardí Alcoholic drinks 94 5.5 — 5.75.35.5 7/7
16 Buchanan's Alcoholic drinks 90 5.2 — 5.25.25.3 7/7
17 Hershey's Snacks & confectionery 90 5.2 — 5.44.85.5 7/7
18 Sol Alcoholic drinks 89 5.2 — 4.95.15.5 7/7
19 McCormick Packaged food & hot drinks 87 5.0 — 4.74.65.8 7/7
20 Squirt Soft drinks 82 4.8 — 4.84.55.0 7/7

Eating out

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Starbucks Coffee shops & bakeries 124 6.5 — 6.86.06.5 7/7
2 McDonald's Fast food & restaurants 120 6.3 — 6.65.36.8 7/7
3 Rappi Food delivery 119 6.2 — 6.95.06.8 7/7
4 Uber Eats Food delivery 113 5.9 — 6.24.96.7 7/7
5 Bodega Aurrera Food delivery 107 5.6 — 5.24.76.8 7/7
6 Domino's Fast food & restaurants 107 5.6 — 6.14.66.0 7/7
7 KFC Fast food & restaurants 103 5.4 — 5.94.75.5 7/7
8 Jüsto Food delivery 101 5.3 — 5.75.05.2 7/7
9 DiDi Food Food delivery 101 5.3 — 5.54.36.1 7/7
10 Krispy Kreme Coffee shops & bakeries 99 5.2 — 5.94.84.8 7/7
11 Subway Fast food & restaurants 96 5.0 — 5.14.65.3 7/7
12 Bisquets Obregón Coffee shops & bakeries 94 4.9 — 4.54.95.3 7/7
13 La Esperanza Coffee shops & bakeries 94 4.9 — 4.54.95.3 7/7
14 Pizza Hut Fast food & restaurants 92 4.8 — 5.14.45.0 7/7
15 Little Caesars Fast food & restaurants 91 4.7 — 4.94.15.1 7/7
16 Burger King Fast food & restaurants 88 4.6 — 4.94.14.8 7/7
17 Carl's Jr. Fast food & restaurants 78 4.1 — 4.53.74.1 7/7
18 Tim Hortons Coffee shops & bakeries 72 3.7 — 3.73.83.7 7/7

Technology

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 YouTube Social media & messaging 130 7.9 — 8.37.08.3 7/7
2 WhatsApp Social media & messaging 126 7.6 — 6.87.28.7 7/7
3 TikTok Social media & messaging 125 7.5 — 8.86.57.3 7/7
4 Google Search & AI assistants 124 7.5 — 7.66.38.6 7/7
5 Apple Phones & devices 121 7.3 — 7.96.57.5 7/7
6 ChatGPT Search & AI assistants 119 7.2 — 8.16.07.5 7/7
7 Samsung Phones & devices 117 7.1 — 7.46.17.8 7/7
8 Instagram Social media & messaging 116 7.0 — 7.76.37.1 7/7
9 Canva Software & cloud 115 7.0 — 7.26.47.3 7/7
10 Microsoft Software & cloud 103 6.2 — 6.25.17.3 7/7
11 Xiaomi Phones & devices 103 6.2 — 6.85.26.6 7/7
12 Discord Social media & messaging 100 6.0 — 6.16.06.0 7/7
13 Adobe Software & cloud 99 6.0 — 6.35.46.3 7/7
14 Telegram Social media & messaging 98 5.9 — 6.15.46.4 7/7
15 Pinterest Social media & messaging 97 5.9 — 5.95.85.9 7/7
16 Gemini Search & AI assistants 96 5.8 — 6.35.06.1 7/7
17 Facebook Social media & messaging 95 5.8 — 5.75.26.4 7/7
18 Zoom Software & cloud 94 5.7 — 5.65.06.4 7/7
19 LinkedIn Social media & messaging 91 5.5 — 5.45.25.9 7/7
20 Motorola Phones & devices 89 5.4 — 5.04.96.3 7/7
21 X Social media & messaging 89 5.3 — 6.34.65.1 6/7
22 Claude Search & AI assistants 88 5.3 — 5.65.05.3 7/7
23 Microsoft Copilot Search & AI assistants 86 5.2 — 5.44.55.7 7/7
24 iCloud Software & cloud 85 5.1 — 4.74.66.1 7/7
25 Huawei Phones & devices 84 5.0 — 5.74.15.4 7/7
26 DeepSeek Search & AI assistants 82 5.0 — 6.13.95.0 6/7
27 Grok Search & AI assistants 79 4.8 — 6.04.24.1 6/7
28 Yahoo Search & AI assistants 48 2.9 — 2.62.83.3 7/7

Media & entertainment

30 brands. Index 100 is the segment's average Desire of 5.8 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Spotify Music & audio 130 7.6 — 7.96.78.1 7/7
2 Minecraft Gaming 128 7.5 — 7.77.27.5 7/7
3 Netflix Video streaming & TV 124 7.3 — 8.06.37.5 7/7
4 Nintendo Gaming 122 7.1 — 7.76.76.9 7/7
5 Fortnite Gaming 121 7.0 — 8.26.36.7 7/7
6 Steam Gaming 118 6.9 — 7.16.37.3 7/7
7 PlayStation Gaming 117 6.8 — 7.46.26.9 7/7
8 Xbox Gaming 110 6.4 — 6.76.06.6 7/7
9 Roblox Gaming 110 6.4 — 7.65.85.8 7/7
10 Disney+ Video streaming & TV 109 6.3 — 6.85.76.6 7/7
11 YouTube Music Music & audio 107 6.2 — 6.55.56.6 7/7
12 La Jornada News & publishing 105 6.1 — 6.26.25.9 7/7
13 HBO Max Video streaming & TV 104 6.1 — 6.75.56.0 7/7
14 Reforma News & publishing 104 6.0 — 6.55.46.2 7/7
15 Epic Games Gaming 101 5.9 — 6.85.25.7 7/7
16 Lotería Nacional Betting & lottery 101 5.9 — 6.05.85.8 7/7
17 Apple Music Music & audio 100 5.8 — 5.75.46.3 7/7
18 El Universal News & publishing 98 5.7 — 5.95.16.1 7/7
19 Prime Video Video streaming & TV 95 5.5 — 5.64.86.3 7/7
20 El Financiero News & publishing 92 5.3 — 5.64.85.6 7/7
21 ViX Video streaming & TV 91 5.3 — 5.55.25.3 7/7
22 Melate Betting & lottery 90 5.3 — 5.74.85.2 7/7
23 SoundCloud Music & audio 87 5.1 — 5.55.34.5 7/7
24 TV Azteca Video streaming & TV 86 5.0 — 5.04.65.4 7/7
25 Pronósticos Betting & lottery 84 4.9 — 5.04.74.9 7/7
26 Caliente Betting & lottery 82 4.8 — 5.84.14.5 7/7
27 Excélsior News & publishing 76 4.5 — 4.54.04.8 7/7
28 Amazon Music Music & audio 74 4.3 — 4.13.75.1 7/7
29 Codere Betting & lottery 69 4.0 — 4.63.54.0 7/7
30 Playdoit Betting & lottery 64 3.7 — 4.23.43.5 7/7

Telecoms

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Telcel Mobile networks 135 6.4 — 6.45.57.3 7/7
2 Starlink Broadband & pay TV 123 5.9 — 7.54.65.6 7/7
3 Bait Mobile networks 112 5.3 — 5.94.75.4 6/7
4 Totalplay Broadband & pay TV 106 5.1 — 5.54.05.6 7/7
5 Movistar Mobile networks 95 4.5 — 4.54.05.1 7/7
6 AT&T Mobile networks 94 4.5 — 4.64.04.9 7/7
7 Megacable Broadband & pay TV 86 4.1 — 4.03.44.9 7/7
8 Izzi Broadband & pay TV 85 4.1 — 4.13.34.8 7/7
9 Telmex Broadband & pay TV 84 4.0 — 3.93.05.1 7/7
10 Unefon Mobile networks 81 3.9 — 3.93.44.3 7/7

Automotive

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Toyota Mainstream cars 117 7.0 — 6.56.77.8 7/7
2 Porsche Premium & luxury cars 109 6.5 — 7.26.46.0 7/7
3 Mercedes-Benz Premium & luxury cars 107 6.4 — 6.76.16.4 7/7
4 Mazda Mainstream cars 105 6.3 — 6.46.16.4 7/7
5 Tesla Premium & luxury cars 104 6.2 — 8.05.65.0 7/7
6 BMW Premium & luxury cars 101 6.1 — 6.45.86.0 7/7
7 Nissan Mainstream cars 101 6.0 — 5.95.56.7 7/7
8 Honda Mainstream cars 100 6.0 — 5.65.86.6 7/7
9 Kia Mainstream cars 99 5.9 — 6.35.36.2 7/7
10 Volkswagen Mainstream cars 95 5.7 — 5.75.26.2 7/7
11 Audi Premium & luxury cars 94 5.6 — 5.85.45.7 7/7
12 Chevrolet Mainstream cars 93 5.6 — 5.55.16.1 7/7
13 BYD Mainstream cars 92 5.5 — 6.84.75.1 6/7
14 Suzuki Mainstream cars 83 5.0 — 4.74.85.4 7/7

Travel

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Airbnb Hotels & holidays 125 6.4 — 7.45.66.1 7/7
2 Uber Transport & ride-hailing 124 6.3 — 6.75.07.3 7/7
3 Booking.com Hotels & holidays 118 6.0 — 6.25.16.7 7/7
4 Metro CDMX Transport & ride-hailing 113 5.8 — 5.84.86.7 7/7
5 Aeroméxico Airlines 109 5.6 — 5.75.25.8 6/7
6 Volaris Airlines 107 5.5 — 6.14.55.8 7/7
7 Viva Aerobus Airlines 104 5.3 — 6.04.45.4 7/7
8 DiDi Transport & ride-hailing 102 5.2 — 5.53.96.2 7/7
9 Despegar Hotels & holidays 101 5.1 — 5.24.55.7 7/7
10 Tren Maya Transport & ride-hailing 97 5.0 — 6.54.24.2 7/7
11 Expedia Hotels & holidays 92 4.7 — 4.64.25.2 7/7
12 Delta Airlines 86 4.4 — 4.64.14.5 7/7
13 Best Day Hotels & holidays 80 4.1 — 3.83.94.5 7/7
14 Mexicana Airlines 75 3.8 — 4.33.93.3 7/7
15 Hertz Transport & ride-hailing 69 3.5 — 3.43.43.9 7/7

Beauty & personal care

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Dove Haircare & personal care 123 6.8 — 6.46.97.2 7/7
2 Maybelline Skincare & cosmetics 115 6.4 — 6.75.66.8 7/7
3 Natura Skincare & cosmetics 109 6.0 — 5.66.56.0 7/7
4 La Roche-Posay Skincare & cosmetics 106 5.9 — 5.85.46.5 7/7
5 Head & Shoulders Haircare & personal care 105 5.8 — 5.85.16.7 7/7
6 Elvive Haircare & personal care 101 5.6 — 5.65.26.0 7/7
7 Herbal Essences Haircare & personal care 98 5.5 — 5.75.25.5 7/7
8 Cetaphil Skincare & cosmetics 87 4.8 — 4.14.55.8 7/7
9 Mary Kay Skincare & cosmetics 82 4.6 — 3.85.14.8 7/7
10 Caprice Haircare & personal care 73 4.1 — 3.63.74.8 6/7

Home & household

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 LG Home appliances 115 6.2 — 6.65.46.7 7/7
2 Fabuloso Household products 109 5.9 — 6.04.76.9 7/7
3 Whirlpool Home appliances 102 5.5 — 5.34.86.3 7/7
4 Nutribullet Home appliances 101 5.5 — 5.75.15.7 7/7
5 Ariel Household products 101 5.4 — 5.44.36.6 7/7
6 Suavitel Household products 100 5.4 — 5.14.56.6 7/7
7 Downy Household products 100 5.4 — 5.34.46.4 7/7
8 Mabe Home appliances 99 5.3 — 4.94.96.2 7/7
9 Kleenex Household products 89 4.8 — 4.74.15.7 7/7
10 Hisense Home appliances 83 4.5 — 4.83.75.0 7/7

Health & fitness

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Farmacias Similares Health & medicines 131 6.6 — 6.85.67.5 7/7
2 Smart Fit Gyms & fitness 124 6.3 — 6.55.56.9 7/7
3 Wellhub Gyms & fitness 106 5.4 — 5.54.95.7 6/7
4 Vick Health & medicines 104 5.3 — 5.14.46.2 7/7
5 Sport City Gyms & fitness 99 5.0 — 4.54.95.6 7/7
6 Anytime Fitness Gyms & fitness 96 4.9 — 4.34.85.5 7/7
7 Pepto-Bismol Health & medicines 90 4.5 — 4.83.75.2 7/7
8 Sports World Gyms & fitness 85 4.3 — 3.84.44.8 7/7
9 Alka-Seltzer Health & medicines 84 4.3 — 4.23.55.1 7/7
10 Neurobion Health & medicines 81 4.1 — 3.93.55.0 7/7

Energy

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 OXXO Gas Energy & fuel 120 5.1 — 5.14.45.8 7/7
2 Pemex Energy & fuel 107 4.6 — 4.93.65.3 7/7
3 CFE Energy & fuel 99 4.2 — 4.63.15.0 7/7
4 G500 Energy & fuel 89 3.8 — 3.83.34.2 5/7
5 BP Energy & fuel 86 3.7 — 3.93.24.0 6/7

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.