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

The brands AI wants in France

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

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 BoursoBank Investing & savings 137 6.5 — 7.05.57.1 7/7
2 PayPal Cards & payments 131 6.3 — 6.45.27.2 7/7
3 MAIF Insurance 125 6.0 — 5.26.76.0 7/7
4 Trade Republic Investing & savings 123 5.9 — 7.04.85.9 7/7
5 Macif Insurance 119 5.7 — 4.96.06.1 7/7
6 American Express Cards & payments 117 5.6 — 5.75.16.0 7/7
7 Crédit Agricole Banks 112 5.4 — 4.45.36.3 7/7
8 Fortuneo Investing & savings 107 5.1 — 5.14.55.7 7/7
9 AXA Insurance 103 4.9 — 5.14.35.4 7/7
10 MGEN Insurance 100 4.8 — 3.95.45.0 7/7
11 BNP Paribas Banks 100 4.8 — 4.84.15.4 7/7
12 La Banque Postale Banks 96 4.6 — 3.64.75.3 7/7
13 Société Générale Banks 95 4.5 — 4.43.95.3 7/7
14 Banque Populaire Banks 92 4.4 — 3.64.45.2 7/7
15 Caisse d'Epargne Banks 91 4.3 — 3.44.35.3 7/7
16 Direct Assurance Insurance 91 4.3 — 4.73.54.8 7/7
17 Amundi Investing & savings 90 4.3 — 4.24.04.7 7/7
18 Bourse Direct Investing & savings 86 4.1 — 3.93.64.7 7/7
19 LCL Banks 82 3.9 — 3.43.84.6 7/7
20 CIC Banks 81 3.9 — 3.23.74.6 7/7
21 Cofidis Cards & payments 79 3.8 — 3.83.24.2 7/7
22 Oney Cards & payments 75 3.6 — 3.63.14.1 7/7
23 Cetelem Cards & payments 69 3.3 — 3.32.83.8 7/7

Grocery

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Lidl Supermarkets 120 6.0 — 6.45.06.7 7/7
2 E.Leclerc Supermarkets 116 5.8 — 5.65.16.7 7/7
3 Monoprix Supermarkets 112 5.6 — 5.65.26.0 7/7
4 Grand Frais Supermarkets 107 5.4 — 5.45.05.7 7/7
5 Carrefour Supermarkets 105 5.3 — 5.24.56.2 7/7
6 Super U Supermarkets 102 5.1 — 4.34.96.2 7/7
7 Intermarché Supermarkets 98 4.9 — 4.64.55.7 7/7
8 Aldi Supermarkets 87 4.3 — 4.43.55.2 7/7
9 Auchan Supermarkets 78 3.9 — 3.63.44.8 7/7
10 Franprix Supermarkets 75 3.8 — 3.53.34.4 7/7

Retail

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Sephora Health & beauty stores 136 7.2 — 7.96.57.3 7/7
2 IKEA Home, furniture & DIY 132 7.0 — 7.46.37.5 7/7
3 Aroma-Zone Health & beauty stores 126 6.7 — 6.86.66.8 7/7
4 Rituals Health & beauty stores 126 6.7 — 6.56.57.0 7/7
5 Fnac Electricals retail 125 6.6 — 6.66.46.9 7/7
6 Vinted Online marketplaces 122 6.5 — 6.86.26.5 7/7
7 Amazon Online marketplaces 121 6.4 — 6.74.87.8 7/7
8 Leroy Merlin Home, furniture & DIY 121 6.4 — 6.06.17.1 7/7
9 Back Market Electricals retail 115 6.1 — 6.95.75.8 7/7
10 Leboncoin Online marketplaces 115 6.1 — 6.35.76.3 7/7
11 Etsy Online marketplaces 113 6.0 — 6.36.35.3 7/7
12 Kiko Milano Health & beauty stores 110 5.9 — 6.25.46.0 7/7
13 Maisons du Monde Home, furniture & DIY 109 5.8 — 6.15.55.7 7/7
14 Yves Rocher Health & beauty stores 104 5.5 — 5.05.46.1 7/7
15 Boulanger Electricals retail 104 5.5 — 5.15.26.3 7/7
16 Action Department & variety stores 103 5.5 — 6.24.26.0 7/7
17 Darty Electricals retail 101 5.3 — 4.95.06.2 7/7
18 Castorama Home, furniture & DIY 94 5.0 — 4.74.55.7 7/7
19 eBay Online marketplaces 89 4.8 — 5.14.24.9 7/7
20 Gifi Department & variety stores 88 4.7 — 5.13.85.0 7/7
21 ManoMano Online marketplaces 86 4.6 — 4.84.24.8 7/7
22 Electro Dépôt Electricals retail 82 4.3 — 4.43.84.8 7/7
23 Brico Dépôt Home, furniture & DIY 80 4.3 — 4.03.85.0 7/7
24 But Home, furniture & DIY 77 4.1 — 3.83.94.6 7/7
25 Centrakor Department & variety stores 77 4.1 — 4.13.74.6 7/7
26 Cdiscount Online marketplaces 77 4.1 — 4.33.24.7 7/7
27 La Foir'Fouille Department & variety stores 77 4.1 — 4.33.54.5 7/7
28 Conforama Home, furniture & DIY 76 4.0 — 3.93.84.5 7/7
29 Temu Online marketplaces 74 3.9 — 5.72.43.6 7/7
30 AliExpress Online marketplaces 72 3.8 — 5.02.54.0 7/7
31 B&M Department & variety stores 70 3.7 — 3.93.24.1 7/7

Fashion

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nike Sportswear & footwear 133 7.3 — 8.16.77.1 7/7
2 Decathlon Sportswear & footwear 123 6.7 — 6.46.27.5 7/7
3 Hermès Luxury 122 6.7 — 7.76.36.0 7/7
4 Louis Vuitton Luxury 122 6.6 — 7.76.06.3 7/7
5 Chanel Luxury 120 6.5 — 7.56.06.1 7/7
6 Adidas Sportswear & footwear 118 6.4 — 6.86.16.5 7/7
7 Saint Laurent Luxury 112 6.1 — 7.05.65.6 7/7
8 Zara Clothing retail 107 5.8 — 6.94.65.9 7/7
9 Longchamp Luxury 106 5.8 — 5.45.76.3 7/7
10 New Balance Sportswear & footwear 100 5.5 — 5.85.35.4 7/7
11 Uniqlo Clothing retail 99 5.4 — 5.54.76.0 7/7
12 Mango Clothing retail 96 5.2 — 5.54.85.3 7/7
13 Asics Sportswear & footwear 96 5.2 — 5.15.15.5 7/7
14 H&M Clothing retail 96 5.2 — 5.74.55.5 7/7
15 Zalando Clothing retail 91 5.0 — 5.34.25.5 7/7
16 Kiabi Clothing retail 85 4.6 — 4.14.35.4 7/7
17 Bershka Clothing retail 84 4.6 — 5.54.04.3 7/7
18 Shein Clothing retail 79 4.3 — 6.62.83.5 7/7
19 Primark Clothing retail 77 4.2 — 5.03.34.3 7/7
20 Promod Clothing retail 69 3.7 — 3.33.84.1 7/7
21 Gémo Clothing retail 66 3.6 — 3.13.44.3 7/7

Food & drink

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nespresso Packaged food & hot drinks 116 6.5 — 6.95.76.8 7/7
2 Red Bull Soft drinks 114 6.4 — 7.45.76.1 7/7
3 Picard Packaged food & hot drinks 113 6.3 — 6.35.76.9 7/7
4 Nutella Packaged food & hot drinks 111 6.2 — 6.55.36.7 7/7
5 Kinder Snacks & confectionery 109 6.1 — 6.35.36.5 7/7
6 Ricard Alcoholic drinks 106 5.9 — 5.96.05.9 7/7
7 Moët & Chandon Alcoholic drinks 105 5.9 — 6.45.95.2 7/7
8 Haribo Snacks & confectionery 105 5.8 — 6.15.16.3 7/7
9 Lindt Snacks & confectionery 103 5.7 — 5.85.46.0 7/7
10 Coca-Cola Soft drinks 103 5.7 — 6.15.06.1 7/7
11 Danone Packaged food & hot drinks 98 5.5 — 5.24.96.3 7/7
12 Evian Soft drinks 96 5.3 — 5.14.96.0 7/7
13 M&M's Snacks & confectionery 96 5.3 — 5.94.75.4 7/7
14 Monster Energy Soft drinks 95 5.3 — 6.34.65.0 7/7
15 Hennessy Alcoholic drinks 92 5.2 — 5.85.14.5 7/7
16 Jack Daniel's Alcoholic drinks 92 5.1 — 5.65.14.7 7/7
17 Oasis Soft drinks 91 5.1 — 5.24.75.4 7/7
18 Heineken Alcoholic drinks 89 5.0 — 5.14.75.0 7/7
19 Nescafé Packaged food & hot drinks 87 4.9 — 4.64.16.0 7/7
20 BN Snacks & confectionery 79 4.4 — 4.24.05.1 7/7

Eating out

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 McDonald's Fast food & restaurants 119 5.8 — 6.54.86.2 7/7
2 Starbucks Coffee shops & bakeries 116 5.7 — 6.55.05.5 7/7
3 Uber Eats Food delivery 115 5.6 — 6.34.36.2 7/7
4 Paul Coffee shops & bakeries 114 5.5 — 5.35.36.1 7/7
5 Deliveroo Food delivery 111 5.4 — 6.04.36.0 7/7
6 Burger King Fast food & restaurants 100 4.9 — 5.54.14.9 7/7
7 Domino's Food delivery 98 4.8 — 4.84.05.5 7/7
8 Picnic Food delivery 97 4.8 — 5.04.25.1 7/7
9 Domino's Pizza Fast food & restaurants 97 4.7 — 5.24.14.9 7/7
10 KFC Fast food & restaurants 95 4.6 — 5.43.94.6 7/7
11 Chronodrive Food delivery 94 4.6 — 4.13.95.7 7/7
12 La Mie Câline Coffee shops & bakeries 94 4.6 — 4.14.55.1 7/7
13 Ange Coffee shops & bakeries 88 4.3 — 4.04.14.7 6/7
14 Quick Fast food & restaurants 87 4.2 — 4.53.84.4 7/7
15 Feuillette Coffee shops & bakeries 77 3.7 — 3.63.73.9 7/7

Technology

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 YouTube Social media & messaging 126 7.7 — 8.06.88.2 7/7
2 TikTok Social media & messaging 119 7.2 — 8.56.26.9 7/7
3 Apple Phones & devices 118 7.1 — 7.76.27.6 7/7
4 Canva Software & cloud 115 7.0 — 7.36.57.2 7/7
5 Google Search & AI assistants 115 7.0 — 7.45.38.2 7/7
6 Notion Software & cloud 114 6.9 — 7.26.57.0 7/7
7 ChatGPT Search & AI assistants 113 6.9 — 8.35.27.2 7/7
8 Instagram Social media & messaging 113 6.9 — 7.46.36.9 7/7
9 Discord Social media & messaging 112 6.8 — 7.06.66.9 7/7
10 WhatsApp Social media & messaging 111 6.7 — 6.35.88.1 7/7
11 Samsung Phones & devices 109 6.6 — 7.25.57.1 7/7
12 Apple iCloud Software & cloud 108 6.5 — 6.35.77.6 7/7
13 Reddit Social media & messaging 107 6.5 — 7.06.46.2 7/7
14 Pinterest Social media & messaging 104 6.3 — 6.46.26.3 7/7
15 Sony Phones & devices 101 6.2 — 6.45.76.4 7/7
16 Microsoft Software & cloud 99 6.0 — 5.95.07.2 7/7
17 Adobe Software & cloud 99 6.0 — 6.45.36.3 7/7
18 Snapchat Social media & messaging 99 6.0 — 6.75.55.8 7/7
19 LinkedIn Social media & messaging 95 5.7 — 5.85.46.1 7/7
20 Xiaomi Phones & devices 91 5.5 — 6.14.46.1 7/7
21 Gemini Search & AI assistants 89 5.4 — 6.14.35.8 7/7
22 Claude Search & AI assistants 87 5.3 — 5.64.85.4 7/7
23 X Social media & messaging 82 5.0 — 6.34.04.7 7/7
24 Copilot Search & AI assistants 82 5.0 — 5.24.15.5 7/7
25 Facebook Social media & messaging 79 4.8 — 4.74.35.4 7/7
26 HP Phones & devices 69 4.2 — 3.83.75.1 7/7
27 Yahoo Search & AI assistants 46 2.8 — 2.62.63.2 7/7

Media & entertainment

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Spotify Music & audio 135 7.7 — 8.16.88.1 7/7
2 Nintendo Gaming 132 7.5 — 7.97.17.5 7/7
3 Steam Gaming 129 7.3 — 7.56.77.7 7/7
4 PlayStation Gaming 125 7.1 — 7.66.67.1 7/7
5 Netflix Video streaming & TV 125 7.1 — 8.05.97.5 7/7
6 France Inter Music & audio 123 7.0 — 6.66.87.5 7/7
7 Le Monde News & publishing 123 7.0 — 7.16.67.2 7/7
8 Arte Video streaming & TV 116 6.6 — 6.66.56.8 7/7
9 YouTube Music Music & audio 108 6.2 — 6.55.76.3 7/7
10 France Télévisions Video streaming & TV 108 6.1 — 5.55.96.9 7/7
11 Epic Games Gaming 104 5.9 — 6.95.35.6 7/7
12 Amazon Prime Video Video streaming & TV 102 5.8 — 6.14.66.7 7/7
13 Ouest-France News & publishing 101 5.8 — 5.06.06.3 7/7
14 Canal+ Video streaming & TV 100 5.7 — 6.24.95.9 7/7
15 Le Figaro News & publishing 100 5.7 — 5.85.36.0 7/7
16 Libération News & publishing 100 5.7 — 6.15.65.3 7/7
17 TF1 Video streaming & TV 98 5.6 — 5.64.96.2 7/7
18 RTL Music & audio 96 5.4 — 5.25.16.0 7/7
19 FDJ Française des Jeux Betting & lottery 95 5.4 — 5.45.05.8 7/7
20 EuroMillions Betting & lottery 95 5.4 — 6.14.75.4 7/7
21 Le Parisien News & publishing 94 5.4 — 5.35.05.8 7/7
22 Deezer Music & audio 93 5.3 — 5.05.25.7 7/7
23 PMU Betting & lottery 92 5.2 — 5.35.05.5 7/7
24 M6 Video streaming & TV 92 5.2 — 5.24.75.7 7/7
25 Loto Betting & lottery 89 5.1 — 5.14.75.3 7/7
26 BFMTV News & publishing 87 4.9 — 6.03.75.1 7/7
27 Betclic Betting & lottery 85 4.8 — 5.84.24.6 7/7
28 20 Minutes News & publishing 85 4.8 — 5.14.25.2 7/7
29 Parions Sport Betting & lottery 83 4.7 — 5.24.34.6 7/7
30 Paris Match News & publishing 77 4.4 — 4.84.14.4 7/7
31 Instant Gaming Gaming 75 4.3 — 4.83.34.6 7/7
32 CNews News & publishing 69 3.9 — 5.32.73.8 7/7
33 ZEturf Betting & lottery 62 3.5 — 3.83.33.4 7/7

Telecoms

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Free Broadband & pay TV 127 6.7 — 7.25.57.3 7/7
2 Free Mobile Mobile networks 119 6.3 — 7.25.16.5 7/7
3 Orange Mobile networks 116 6.1 — 5.85.57.0 7/7
4 Molotov Broadband & pay TV 100 5.3 — 5.64.75.5 7/7
5 Sosh Mobile networks 98 5.2 — 5.04.65.8 7/7
6 Starlink Broadband & pay TV 95 5.0 — 6.83.64.5 7/7
7 beIN Sports Broadband & pay TV 95 5.0 — 5.24.84.9 7/7
8 Bouygues Telecom Mobile networks 89 4.7 — 4.44.15.6 7/7
9 SFR Mobile networks 81 4.3 — 4.43.54.9 7/7
10 DAZN Broadband & pay TV 80 4.2 — 4.93.93.9 7/7

Automotive

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Tesla Premium & luxury cars 111 6.3 — 7.95.65.5 7/7
2 Porsche Premium & luxury cars 108 6.2 — 6.86.05.7 7/7
3 Renault Mainstream cars 103 5.9 — 6.25.36.2 7/7
4 BMW Premium & luxury cars 102 5.8 — 6.15.56.0 7/7
5 Mercedes-Benz Premium & luxury cars 101 5.8 — 6.05.46.0 7/7
6 Toyota Mainstream cars 99 5.7 — 5.15.36.6 7/7
7 Peugeot Mainstream cars 99 5.7 — 5.75.16.1 7/7
8 Volkswagen Mainstream cars 94 5.4 — 5.44.86.1 7/7
9 Lamborghini Premium & luxury cars 93 5.3 — 7.34.83.9 7/7
10 Citroën Mainstream cars 88 5.0 — 5.24.55.5 7/7

Travel

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Airbnb Hotels & holidays 132 6.6 — 7.75.76.3 7/7
2 BlaBlaCar Transport & ride-hailing 132 6.5 — 6.76.36.6 7/7
3 Air France Airlines 111 5.5 — 5.75.15.7 7/7
4 Booking.com Hotels & holidays 110 5.5 — 5.64.56.3 7/7
5 Center Parcs Hotels & holidays 109 5.4 — 5.25.45.6 7/7
6 Ouigo Transport & ride-hailing 108 5.4 — 5.84.65.7 7/7
7 SNCF Connect Transport & ride-hailing 107 5.3 — 5.04.76.2 7/7
8 Trainline Transport & ride-hailing 102 5.1 — 5.04.55.7 7/7
9 FlixBus Transport & ride-hailing 94 4.6 — 5.04.04.9 7/7
10 easyJet Airlines 93 4.6 — 4.93.95.0 7/7
11 Voyage Privé Hotels & holidays 88 4.4 — 4.63.84.7 7/7
12 Pierre & Vacances Hotels & holidays 84 4.2 — 3.74.04.7 7/7
13 Transavia Airlines 81 4.0 — 3.83.84.4 7/7
14 Ryanair Airlines 79 3.9 — 5.52.53.8 7/7
15 Volotea Airlines 71 3.5 — 3.83.23.5 7/7

Beauty & personal care

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 La Roche-Posay Skincare & cosmetics 119 6.7 — 6.36.27.6 7/7
2 Clarins Skincare & cosmetics 109 6.2 — 5.75.86.9 7/7
3 Caudalie Skincare & cosmetics 107 6.0 — 6.05.86.3 7/7
4 Nuxe Skincare & cosmetics 104 5.9 — 5.85.56.3 7/7
5 Kérastase Haircare & personal care 103 5.8 — 6.15.45.9 7/7
6 Vichy Skincare & cosmetics 100 5.6 — 5.15.26.5 7/7
7 Garnier Haircare & personal care 98 5.5 — 5.54.96.2 7/7
8 Oral-B Haircare & personal care 96 5.4 — 5.34.46.5 7/7
9 Schwarzkopf Haircare & personal care 86 4.9 — 4.94.55.3 7/7
10 Signal Haircare & personal care 78 4.4 — 4.03.85.3 7/7

Home & household

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Thermomix Home appliances 137 6.8 — 7.06.46.9 7/7
2 Dyson Home appliances 127 6.3 — 7.55.26.3 7/7
3 Philips Home appliances 113 5.6 — 5.35.06.6 7/7
4 De'Longhi Home appliances 105 5.2 — 5.14.75.9 7/7
5 Moulinex Home appliances 104 5.2 — 4.54.86.2 7/7
6 Ariel Household products 90 4.5 — 4.43.55.5 7/7
7 Mr Propre Household products 87 4.3 — 4.43.45.2 7/7
8 Le Chat Household products 83 4.1 — 3.83.55.1 7/7
9 Lotus Household products 80 4.0 — 3.73.34.9 7/7
10 Sun Household products 73 3.6 — 3.43.04.3 7/7

Health & fitness

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Strava Gyms & fitness 147 7.2 — 7.46.97.3 7/7
2 Doctolib Health & medicines 125 6.1 — 6.34.77.3 7/7
3 Fitness Park Gyms & fitness 105 5.2 — 5.14.85.7 7/7
4 Basic-Fit Gyms & fitness 105 5.1 — 5.04.55.9 7/7
5 Doliprane Health & medicines 104 5.1 — 4.24.36.9 7/7
6 L'Orange Bleue Gyms & fitness 95 4.6 — 4.24.75.0 7/7
7 Keepcool Gyms & fitness 84 4.1 — 3.74.24.5 7/7
8 Gaviscon Health & medicines 82 4.0 — 3.53.45.0 7/7
9 Spasfon Health & medicines 78 3.8 — 3.23.35.0 7/7
10 Smecta Health & medicines 75 3.7 — 3.33.14.6 7/7

Energy

5 brands. Index 100 is the segment's average Desire of 4.2 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Octopus Energy Energy & fuel 126 5.3 — 5.94.95.2 6/7
2 EDF Energy & fuel 109 4.6 — 4.83.75.4 7/7
3 TotalEnergies Energy & fuel 100 4.3 — 4.92.95.0 7/7
4 Engie Energy & fuel 99 4.2 — 4.33.54.8 7/7
5 Avia Energy & fuel 65 2.8 — 2.52.53.4 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.