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

The brands AI wants in Chile

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

249 brands · 15 segments · rated by Claude, Perplexity, Gemini, ChatGPT, Grok, DeepSeek and Meta AI · 1 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

28 brands. Index 100 is the segment's average Desire of 4.5 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 BancoEstado Banks 150 6.8 — 6.46.47.5 7/7
2 Mercado Pago Cards & payments 136 6.2 — 6.95.06.5 7/7
3 CuentaRUT Cards & payments 136 6.2 — 5.75.37.4 7/7
4 Banco de Chile Banks 132 6.0 — 5.95.26.8 7/7
5 BCI Banks 130 5.9 — 6.05.36.4 7/7
6 Santander Banks 126 5.7 — 5.74.96.5 7/7
7 Coopeuch Banks 123 5.6 — 4.96.05.8 7/7
8 Banco Falabella Banks 123 5.5 — 5.84.86.1 7/7
9 CMR Falabella Cards & payments 120 5.4 — 5.54.66.2 7/7
10 Itaú Banks 103 4.7 — 4.54.15.3 7/7
11 Tarjeta Lider BCI Cards & payments 102 4.6 — 4.34.05.5 7/7
12 Tarjeta Ripley Cards & payments 101 4.6 — 4.73.95.2 7/7
13 Scotiabank Banks 100 4.5 — 4.34.25.0 7/7
14 Tarjeta Cencosud Scotiabank Cards & payments 95 4.3 — 4.13.75.1 7/7
15 Banmédica Insurance 92 4.2 — 4.33.44.8 7/7
16 AFP Habitat Investing & savings 92 4.2 — 4.23.64.6 7/7
17 BICE Banks 91 4.1 — 3.74.04.6 7/7
18 Banco Ripley Banks 91 4.1 — 4.43.54.5 7/7
19 Cruz Blanca Insurance 86 3.9 — 3.93.34.6 7/7
20 Colmena Insurance 85 3.9 — 3.93.34.4 7/7
21 AFP Provida Investing & savings 82 3.7 — 3.93.14.2 7/7
22 AFP Uno Investing & savings 78 3.5 — 3.73.13.7 7/7
23 MetLife Insurance 77 3.5 — 3.53.13.9 7/7
24 Consalud Insurance 73 3.3 — 3.42.73.9 7/7
25 Banco Consorcio Banks 73 3.3 — 3.03.23.7 7/7
26 AFP Modelo Investing & savings 73 3.3 — 3.62.63.7 7/7
27 AFP Capital Investing & savings 67 3.0 — 3.12.63.4 7/7
28 AFP PlanVital Investing & savings 61 2.8 — 2.72.33.2 7/7

Grocery

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Jumbo Supermarkets 119 5.9 — 6.05.16.6 7/7
2 Líder Supermarkets 114 5.7 — 5.84.66.7 7/7
3 Tottus Supermarkets 101 5.0 — 4.94.35.7 7/7
4 Unimarc Supermarkets 96 4.8 — 4.44.25.7 7/7
5 Santa Isabel Supermarkets 93 4.6 — 4.34.05.5 7/7
6 aCuenta Supermarkets 76 3.8 — 3.53.24.6 7/7

Retail

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 IKEA Home, furniture & DIY 135 6.7 — 7.56.36.3 7/7
2 Mercado Libre Online marketplaces 133 6.6 — 7.15.57.3 7/7
3 Dr. Simi Health & beauty stores 132 6.6 — 7.25.76.9 7/7
4 Falabella Department & variety stores 120 6.0 — 6.35.06.6 7/7
5 Sodimac Home, furniture & DIY 117 5.8 — 5.65.26.7 7/7
6 Paris Department & variety stores 115 5.7 — 6.05.26.0 7/7
7 Amazon Online marketplaces 114 5.7 — 6.44.56.2 7/7
8 Lider Electricals retail 112 5.6 — 5.54.56.9 7/7
9 Shein Online marketplaces 107 5.4 — 7.04.15.0 7/7
10 Ripley Electricals retail 107 5.3 — 5.54.75.8 7/7
11 DBS Beauty Store Health & beauty stores 106 5.3 — 5.65.05.3 6/7
12 Casaideas Home, furniture & DIY 105 5.2 — 5.54.85.4 7/7
13 PC Factory Electricals retail 104 5.2 — 5.54.55.6 7/7
14 Cruz Verde Health & beauty stores 103 5.1 — 5.04.26.2 7/7
15 Easy Home, furniture & DIY 102 5.1 — 5.14.65.6 7/7
16 Buscalibre Online marketplaces 102 5.1 — 5.05.05.3 7/7
17 Salcobrand Health & beauty stores 100 5.0 — 4.84.06.1 7/7
18 Facebook Marketplace Online marketplaces 97 4.8 — 5.54.24.8 7/7
19 Preunic Health & beauty stores 96 4.8 — 4.84.35.3 7/7
20 MacOnline Electricals retail 96 4.8 — 5.24.44.7 7/7
21 Farmacias Ahumada Health & beauty stores 95 4.7 — 4.54.05.7 7/7
22 AliExpress Online marketplaces 91 4.5 — 5.93.24.5 7/7
23 Portal Inmobiliario Online marketplaces 91 4.5 — 4.73.95.0 7/7
24 Chileautos Online marketplaces 89 4.4 — 4.54.04.7 7/7
25 Temu Online marketplaces 85 4.3 — 5.92.74.2 7/7
26 Maicao Health & beauty stores 82 4.1 — 4.03.74.6 7/7
27 Construmart Home, furniture & DIY 81 4.0 — 3.63.74.7 7/7
28 Hites Department & variety stores 79 3.9 — 3.93.44.5 7/7
29 Abcdin Electricals retail 73 3.7 — 3.63.24.1 7/7
30 Tricot Department & variety stores 72 3.6 — 3.43.44.0 7/7
31 La Polar Department & variety stores 62 3.1 — 3.52.43.4 7/7

Fashion

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nike Sportswear & footwear 141 7.7 — 8.27.37.6 7/7
2 Adidas Sportswear & footwear 124 6.8 — 7.06.56.8 7/7
3 Vans Sportswear & footwear 117 6.4 — 6.56.66.0 7/7
4 Zara Clothing retail 113 6.2 — 7.35.35.8 7/7
5 New Balance Sportswear & footwear 113 6.2 — 6.35.96.2 7/7
6 Louis Vuitton Luxury 110 6.0 — 7.35.45.4 7/7
7 Puma Sportswear & footwear 107 5.9 — 6.05.85.8 7/7
8 Pandora Luxury 105 5.8 — 5.85.75.8 7/7
9 H&M Clothing retail 104 5.7 — 6.45.05.6 7/7
10 Swarovski Luxury 94 5.1 — 5.54.94.9 7/7
11 Skechers Sportswear & footwear 93 5.1 — 4.84.75.7 7/7
12 Lippi Sportswear & footwear 92 5.0 — 4.75.15.3 7/7
13 Carolina Herrera Luxury 90 4.9 — 5.24.74.8 7/7
14 Hugo Boss Luxury 90 4.9 — 4.94.85.0 7/7
15 Fashion's Park Clothing retail 71 3.9 — 3.83.64.3 7/7
16 Rockford Clothing retail 70 3.8 — 3.63.94.0 7/7
17 Family Shop Clothing retail 65 3.5 — 3.13.44.1 7/7

Food & drink

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Coca-Cola Soft drinks 122 6.9 — 7.16.37.3 7/7
2 Red Bull Soft drinks 121 6.9 — 7.76.56.5 7/7
3 Kunstmann Alcoholic drinks 116 6.6 — 6.86.66.3 7/7
4 Concha y Toro Alcoholic drinks 114 6.5 — 6.56.26.8 7/7
5 Colun Packaged food & hot drinks 111 6.3 — 5.56.27.2 7/7
6 Nescafé Packaged food & hot drinks 111 6.3 — 6.35.37.2 7/7
7 Soprole Packaged food & hot drinks 105 6.0 — 5.65.56.7 7/7
8 Monster Soft drinks 101 5.7 — 6.45.25.5 7/7
9 Carozzi Packaged food & hot drinks 100 5.7 — 5.25.16.7 7/7
10 Corona Alcoholic drinks 100 5.7 — 5.95.65.5 7/7
11 Bilz y Pap Soft drinks 99 5.6 — 5.65.26.0 7/7
12 Doritos Snacks & confectionery 98 5.6 — 6.44.95.5 7/7
13 Super 8 Snacks & confectionery 96 5.5 — 5.35.16.0 7/7
14 Fruna Snacks & confectionery 95 5.4 — 5.45.05.7 7/7
15 Lay's Snacks & confectionery 94 5.3 — 5.84.75.5 7/7
16 Nestlé Snacks & confectionery 93 5.3 — 5.24.46.2 7/7
17 Mistral Alcoholic drinks 91 5.2 — 5.25.05.2 7/7
18 Alto del Carmen Alcoholic drinks 86 4.9 — 4.74.85.1 7/7
19 San Jorge Packaged food & hot drinks 74 4.2 — 3.83.75.0 7/7
20 Score Soft drinks 73 4.1 — 4.03.94.5 7/7

Eating out

15 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 — 6.86.16.5 7/7
2 McDonald's Fast food & restaurants 118 6.1 — 6.85.36.3 7/7
3 PedidosYa Food delivery 116 6.0 — 6.44.96.8 7/7
4 Rappi Food delivery 115 6.0 — 7.04.76.3 7/7
5 Juan Valdez Coffee shops & bakeries 108 5.6 — 5.35.85.7 7/7
6 Uber Eats Food delivery 102 5.3 — 5.74.55.8 7/7
7 KFC Fast food & restaurants 100 5.2 — 5.94.55.2 7/7
8 Pronto Copec Coffee shops & bakeries 99 5.2 — 4.74.66.2 7/7
9 Cornershop Food delivery 98 5.1 — 5.24.35.8 7/7
10 Dunkin' Coffee shops & bakeries 94 4.9 — 5.24.55.0 7/7
11 Castaño Coffee shops & bakeries 93 4.8 — 4.14.75.7 7/7
12 Domino's Fast food & restaurants 90 4.7 — 5.04.24.8 7/7
13 PedidosYa Market Food delivery 87 4.5 — 4.73.85.2 7/7
14 Papa John's Fast food & restaurants 80 4.2 — 4.53.84.2 7/7
15 Little Caesars Fast food & restaurants 77 4.0 — 4.33.54.2 7/7

Technology

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 YouTube Social media & messaging 127 7.7 — 8.06.98.1 7/7
2 WhatsApp Social media & messaging 122 7.4 — 6.47.28.6 7/7
3 TikTok Social media & messaging 122 7.4 — 8.56.47.2 7/7
4 Google Search & AI assistants 120 7.3 — 7.55.98.4 7/7
5 Apple Phones & devices 120 7.3 — 7.86.47.6 7/7
6 Instagram Social media & messaging 116 7.0 — 7.56.57.1 7/7
7 Canva Software & cloud 115 7.0 — 7.26.37.4 7/7
8 ChatGPT Search & AI assistants 115 6.9 — 8.15.47.3 7/7
9 Samsung Phones & devices 114 6.9 — 7.26.17.4 7/7
10 Discord Social media & messaging 106 6.4 — 6.46.36.5 7/7
11 Gmail Software & cloud 103 6.2 — 5.65.08.1 7/7
12 Google Drive Software & cloud 103 6.2 — 5.75.27.9 7/7
13 Telegram Social media & messaging 102 6.2 — 6.15.86.6 7/7
14 Sony Phones & devices 100 6.0 — 6.25.66.3 7/7
15 Xiaomi Phones & devices 99 6.0 — 6.55.06.4 7/7
16 Pinterest Social media & messaging 96 5.8 — 5.75.95.9 7/7
17 Microsoft 365 Software & cloud 93 5.6 — 5.14.96.9 7/7
18 Claude Search & AI assistants 92 5.6 — 5.95.15.7 7/7
19 LinkedIn Social media & messaging 92 5.6 — 5.45.45.9 7/7
20 iCloud Software & cloud 90 5.5 — 5.34.96.2 7/7
21 Gemini Search & AI assistants 88 5.3 — 5.84.45.8 7/7
22 Facebook Social media & messaging 86 5.2 — 4.94.76.0 7/7
23 Microsoft Copilot Search & AI assistants 85 5.1 — 5.34.55.7 7/7
24 X Social media & messaging 84 5.1 — 6.24.44.7 6/7
25 Huawei Phones & devices 83 5.0 — 5.44.15.4 7/7
26 Grok Search & AI assistants 78 4.7 — 5.93.94.3 6/7
27 Yahoo Search & AI assistants 48 2.9 — 2.52.93.4 7/7

Media & entertainment

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Spotify Music & audio 136 7.8 — 8.16.98.4 7/7
2 Nintendo Gaming 132 7.5 — 7.97.37.5 7/7
3 Netflix Video streaming & TV 131 7.5 — 8.26.67.7 7/7
4 PlayStation Gaming 128 7.3 — 7.76.87.4 7/7
5 Steam Gaming 128 7.3 — 7.46.77.8 7/7
6 YouTube Music Music & audio 114 6.5 — 6.75.97.0 7/7
7 Disney+ Video streaming & TV 114 6.5 — 6.96.16.6 7/7
8 Roblox Gaming 111 6.4 — 7.45.85.9 7/7
9 Radio Bío-Bío Music & audio 111 6.3 — 6.35.96.8 7/7
10 HBO Max Video streaming & TV 110 6.3 — 6.85.86.3 7/7
11 Epic Games Gaming 109 6.2 — 7.15.66.1 7/7
12 Cooperativa News & publishing 108 6.2 — 5.96.06.6 7/7
13 Radio Cooperativa Music & audio 104 6.0 — 5.65.86.5 7/7
14 BioBioChile News & publishing 103 5.9 — 6.35.36.0 7/7
15 La Tercera News & publishing 102 5.8 — 6.25.35.9 7/7
16 The Clinic News & publishing 101 5.8 — 6.85.45.2 7/7
17 Prime Video Video streaming & TV 99 5.7 — 5.75.26.2 7/7
18 Radio Corazón Music & audio 99 5.7 — 5.35.76.1 7/7
19 El Mostrador News & publishing 98 5.6 — 6.05.45.4 7/7
20 Loto Betting & lottery 97 5.6 — 5.85.25.7 7/7
21 Radio Pudahuel Music & audio 96 5.5 — 4.95.56.0 7/7
22 Emol News & publishing 94 5.4 — 5.74.65.8 7/7
23 Kino Betting & lottery 92 5.3 — 5.54.95.5 7/7
24 El Mercurio News & publishing 88 5.0 — 5.44.55.2 7/7
25 Lotería de Concepción Betting & lottery 88 5.0 — 4.85.05.3 7/7
26 La Cuarta News & publishing 87 5.0 — 5.64.64.8 7/7
27 Betano Betting & lottery 86 5.0 — 6.24.04.7 7/7
28 Mega Video streaming & TV 86 4.9 — 5.34.45.1 7/7
29 TVN Video streaming & TV 85 4.9 — 4.54.95.2 7/7
30 Las Últimas Noticias News & publishing 83 4.7 — 5.34.24.7 7/7
31 Chilevisión Video streaming & TV 82 4.7 — 4.94.24.9 7/7
32 Betsson Betting & lottery 81 4.6 — 5.43.84.7 7/7
33 Canal 13 Video streaming & TV 80 4.6 — 4.44.35.0 7/7
34 Coolbet Betting & lottery 79 4.5 — 5.24.04.5 7/7
35 Jugabet Betting & lottery 59 3.4 — 3.92.93.3 7/7

Telecoms

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Entel Mobile networks 123 6.2 — 6.05.57.0 7/7
2 WOM Mobile networks 123 6.2 — 7.05.46.1 7/7
3 Zapping Broadband & pay TV 112 5.6 — 6.35.05.5 7/7
4 Virgin Mobile Mobile networks 100 5.0 — 5.34.84.9 7/7
5 Movistar Mobile networks 99 5.0 — 4.94.35.7 7/7
6 Claro Mobile networks 93 4.7 — 4.83.95.3 7/7
7 DirecTV Go Broadband & pay TV 90 4.5 — 4.73.94.9 7/7
8 DirecTV Broadband & pay TV 88 4.4 — 4.53.94.8 7/7
9 VTR Broadband & pay TV 87 4.3 — 4.63.64.8 7/7
10 Mundo Broadband & pay TV 84 4.2 — 4.33.84.6 7/7

Automotive

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Toyota Mainstream cars 119 6.9 — 6.36.77.8 7/7
2 Porsche Premium & luxury cars 107 6.3 — 7.16.05.7 7/7
3 Mercedes-Benz Premium & luxury cars 107 6.2 — 6.45.96.3 7/7
4 BMW Premium & luxury cars 103 6.0 — 6.45.76.0 7/7
5 Mini Premium & luxury cars 101 5.9 — 6.35.95.5 7/7
6 Hyundai Mainstream cars 100 5.8 — 5.85.36.3 7/7
7 Volkswagen Mainstream cars 97 5.7 — 5.65.46.0 7/7
8 Lamborghini Premium & luxury cars 94 5.5 — 7.35.04.3 7/7
9 Chevrolet Mainstream cars 87 5.0 — 4.84.75.7 7/7
10 Suzuki Mainstream cars 86 5.0 — 4.54.85.6 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 127 6.5 — 7.55.86.2 7/7
2 Metro de Santiago Transport & ride-hailing 126 6.4 — 6.35.57.5 7/7
3 LATAM Airlines 114 5.8 — 6.15.36.1 7/7
4 Booking.com Hotels & holidays 112 5.7 — 6.04.86.3 7/7
5 Red Movilidad Transport & ride-hailing 107 5.5 — 5.44.66.3 7/7
6 Sky Airline Airlines 103 5.3 — 5.74.85.4 7/7
7 JetSMART Airlines 100 5.1 — 5.94.45.1 7/7
8 Despegar Hotels & holidays 97 5.0 — 5.34.35.4 7/7
9 EFE Trenes de Chile Transport & ride-hailing 95 4.8 — 4.84.45.3 7/7
10 Falabella Viajes Hotels & holidays 92 4.7 — 4.34.55.4 7/7
11 Cocha Hotels & holidays 92 4.7 — 4.64.55.0 6/7
12 Turbus Transport & ride-hailing 91 4.7 — 4.64.15.3 7/7
13 Recorrido.cl Transport & ride-hailing 87 4.5 — 4.63.94.9 7/7
14 Copa Airlines Airlines 82 4.2 — 4.24.04.3 7/7
15 Avianca Airlines 76 3.9 — 4.03.74.0 7/7

Beauty & personal care

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Natura Skincare & cosmetics 123 6.7 — 6.57.16.5 7/7
2 Dove Haircare & personal care 121 6.6 — 6.46.47.0 7/7
3 La Roche-Posay Skincare & cosmetics 114 6.2 — 6.35.76.6 7/7
4 Maybelline Skincare & cosmetics 113 6.1 — 6.55.66.3 7/7
5 Gillette Haircare & personal care 103 5.6 — 5.94.76.2 7/7
6 Elvive Haircare & personal care 100 5.5 — 5.54.96.0 7/7
7 Herbal Essences Haircare & personal care 97 5.3 — 5.44.95.5 7/7
8 Esika Skincare & cosmetics 90 4.9 — 4.74.85.2 7/7
9 Petrizzio Skincare & cosmetics 70 3.8 — 3.63.84.0 6/7
10 Ballerina Haircare & personal care 67 3.6 — 3.23.34.3 7/7

Home & household

10 brands. Index 100 is the segment's average Desire of 4.7 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 LG Home appliances 122 5.8 — 6.14.86.4 7/7
2 Oster Home appliances 113 5.3 — 5.04.86.2 7/7
3 Elite Household products 108 5.1 — 4.94.46.0 7/7
4 Lysoform Household products 100 4.7 — 4.54.05.7 7/7
5 Confort Household products 98 4.7 — 4.14.05.8 7/7
6 Nova Household products 98 4.6 — 4.43.95.6 6/7
7 Mademsa Home appliances 97 4.6 — 4.04.35.5 7/7
8 Midea Home appliances 94 4.4 — 4.53.75.1 7/7
9 Drive Household products 85 4.0 — 3.83.54.8 6/7
10 Ursus Trotter Home appliances 85 4.0 — 3.93.64.5 7/7

Health & fitness

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Strava Gyms & fitness 138 7.0 — 7.26.67.1 7/7
2 CrossFit Gyms & fitness 126 6.4 — 6.76.46.1 7/7
3 Smart Fit Gyms & fitness 114 5.8 — 5.94.96.5 7/7
4 Clínica Las Condes Health & medicines 101 5.1 — 5.34.45.6 7/7
5 Sportlife Gyms & fitness 98 5.0 — 4.74.95.4 7/7
6 RedSalud Health & medicines 90 4.6 — 4.34.15.4 7/7
7 Centrum Health & medicines 89 4.5 — 4.04.05.5 7/7
8 Tapsin Health & medicines 86 4.4 — 4.23.75.2 7/7
9 Pacific Fitness Gyms & fitness 81 4.1 — 3.64.04.8 7/7
10 Kitadol Health & medicines 76 3.9 — 3.53.24.9 7/7

Energy

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Copec Energy & fuel 132 5.7 — 5.84.66.6 7/7
2 Shell Energy & fuel 114 4.9 — 5.03.95.7 7/7
3 Enel Energy & fuel 97 4.2 — 4.53.14.9 7/7
4 CGE Energy & fuel 79 3.4 — 3.02.54.7 7/7
5 Chilquinta Energy & fuel 78 3.4 — 2.92.64.6 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.