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

The brands AI wants in Poland

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

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 BLIK Cards & payments 141 6.9 — 7.15.58.0 7/7
2 Revolut Investing & savings 139 6.8 — 7.55.57.3 7/7
3 mBank Banks 133 6.5 — 7.15.76.8 7/7
4 ING Banks 127 6.2 — 6.35.66.8 7/7
5 PKO Bank Polski Banks 125 6.1 — 5.85.66.9 7/7
6 XTB Investing & savings 109 5.3 — 5.74.55.8 7/7
7 Pekao Banks 107 5.2 — 4.94.86.0 7/7
8 PZU Insurance 105 5.1 — 5.24.65.6 7/7
9 PayPal Cards & payments 103 5.0 — 4.84.45.9 7/7
10 Klarna Cards & payments 100 4.9 — 5.64.05.0 7/7
11 Alior Bank Banks 95 4.7 — 4.84.05.1 7/7
12 Obligacje Skarbowe Investing & savings 95 4.6 — 4.14.45.4 7/7
13 Millennium Banks 94 4.6 — 4.64.15.1 7/7
14 Santander Banks 93 4.6 — 4.43.95.3 7/7
15 BNP Paribas Banks 90 4.4 — 4.34.34.7 7/7
16 Link4 Insurance 89 4.3 — 4.83.64.6 7/7
17 Ergo Hestia Insurance 87 4.3 — 4.14.04.7 7/7
18 Warta Insurance 85 4.2 — 3.93.94.7 7/7
19 Nationale-Nederlanden Investing & savings 84 4.1 — 3.64.04.8 7/7
20 PayPo Cards & payments 84 4.1 — 4.43.44.5 7/7
21 Bossa Investing & savings 81 4.0 — 3.53.94.6 6/7
22 Credit Agricole Banks 79 3.9 — 3.53.84.2 7/7
23 UNIQA Insurance 79 3.8 — 3.83.64.1 7/7
24 Paysafecard Cards & payments 74 3.6 — 3.83.33.9 7/7

Grocery

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Lidl Supermarkets 133 6.4 — 6.85.37.2 7/7
2 Biedronka Supermarkets 131 6.3 — 6.55.27.3 7/7
3 Żabka Supermarkets 126 6.1 — 6.54.96.9 7/7
4 Aldi Supermarkets 97 4.7 — 4.64.05.3 7/7
5 Dino Supermarkets 96 4.6 — 4.24.35.4 7/7
6 Kaufland Supermarkets 94 4.5 — 4.54.05.2 7/7
7 Carrefour Supermarkets 91 4.4 — 4.33.95.0 7/7
8 Netto Supermarkets 87 4.2 — 4.03.55.1 7/7
9 Auchan Supermarkets 84 4.0 — 3.93.64.7 7/7
10 Stokrotka Supermarkets 84 4.0 — 3.53.75.0 7/7
11 Lewiatan Supermarkets 76 3.7 — 2.83.84.4 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 144 7.3 — 7.86.77.6 7/7
2 Allegro Online marketplaces 133 6.7 — 6.85.67.9 7/7
3 Rossmann Health & beauty stores 128 6.5 — 6.25.77.7 7/7
4 Sephora Health & beauty stores 126 6.4 — 7.16.16.0 7/7
5 Vinted Online marketplaces 124 6.3 — 6.76.06.2 7/7
6 x-kom Electricals retail 123 6.3 — 6.75.96.3 7/7
7 Notino Health & beauty stores 120 6.1 — 6.65.36.4 7/7
8 Empik Online marketplaces 118 6.0 — 5.76.06.3 7/7
9 Hebe Health & beauty stores 111 5.6 — 5.85.16.0 7/7
10 Amazon Online marketplaces 110 5.6 — 6.14.46.3 7/7
11 Leroy Merlin Home, furniture & DIY 108 5.5 — 5.45.16.0 7/7
12 OLX Online marketplaces 107 5.5 — 5.84.75.9 7/7
13 Castorama Home, furniture & DIY 104 5.3 — 5.24.86.0 7/7
14 MediaMarkt Electricals retail 102 5.2 — 5.54.55.5 7/7
15 Otomoto Online marketplaces 100 5.1 — 5.14.55.6 7/7
16 TK Maxx Department & variety stores 98 5.0 — 6.04.24.7 7/7
17 Smyk Department & variety stores 97 4.9 — 4.94.65.3 7/7
18 Pepco Department & variety stores 96 4.9 — 5.14.05.6 7/7
19 Media Expert Electricals retail 96 4.9 — 5.14.25.3 7/7
20 Shein Online marketplaces 93 4.7 — 6.53.44.3 7/7
21 RTV Euro AGD Electricals retail 93 4.7 — 4.74.15.4 7/7
22 JYSK Home, furniture & DIY 92 4.7 — 4.54.25.4 7/7
23 DOZ Health & beauty stores 88 4.5 — 4.13.85.5 7/7
24 Home&You Department & variety stores 87 4.4 — 4.54.14.7 7/7
25 Komputronik Electricals retail 87 4.4 — 4.34.24.8 7/7
26 Agata Meble Home, furniture & DIY 86 4.4 — 4.14.24.9 7/7
27 Action Department & variety stores 82 4.2 — 4.43.34.7 7/7
28 Temu Online marketplaces 80 4.1 — 5.92.53.8 7/7
29 OBI Home, furniture & DIY 79 4.0 — 3.93.64.5 7/7
30 AliExpress Online marketplaces 77 3.9 — 5.02.54.2 7/7
31 Half Price Department & variety stores 75 3.8 — 4.33.24.0 7/7
32 PSB Mrówka Home, furniture & DIY 69 3.5 — 3.13.44.1 7/7
33 Bricomarché Home, furniture & DIY 66 3.4 — 3.23.13.8 7/7

Fashion

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nike Sportswear & footwear 142 7.6 — 8.37.17.3 7/7
2 Adidas Sportswear & footwear 129 6.9 — 7.26.66.9 7/7
3 Decathlon Sportswear & footwear 129 6.9 — 6.66.67.4 7/7
4 Zalando Clothing retail 111 5.9 — 6.35.06.5 7/7
5 Zara Clothing retail 111 5.9 — 6.95.15.6 7/7
6 Louis Vuitton Luxury 107 5.7 — 7.45.04.7 7/7
7 Pandora Luxury 106 5.7 — 5.95.55.6 7/7
8 H&M Clothing retail 102 5.4 — 5.55.05.7 7/7
9 Reserved Clothing retail 102 5.4 — 5.45.15.7 7/7
10 Swarovski Luxury 98 5.2 — 5.94.94.8 7/7
11 Apart Luxury 95 5.0 — 5.04.95.3 7/7
12 CCC Sportswear & footwear 88 4.7 — 4.64.25.3 7/7
13 Bershka Clothing retail 86 4.6 — 5.24.14.5 7/7
14 Sinsay Clothing retail 85 4.5 — 4.94.04.7 7/7
15 W.Kruk Luxury 82 4.4 — 4.34.44.5 7/7
16 Mohito Clothing retail 78 4.1 — 4.14.04.3 7/7
17 House Clothing retail 76 4.1 — 4.03.94.2 7/7
18 Martes Sport Sportswear & footwear 72 3.8 — 3.63.64.3 7/7

Food & drink

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Red Bull Soft drinks 127 7.1 — 8.06.56.7 7/7
2 Wedel E. Wedel Snacks & confectionery 116 6.5 — 6.46.16.9 7/7
3 Tymbark Soft drinks 111 6.2 — 5.96.06.5 7/7
4 Żywiec Alcoholic drinks 110 6.1 — 6.16.06.3 7/7
5 Coca-Cola Soft drinks 109 6.1 — 6.35.56.4 7/7
6 Monster Energy Soft drinks 107 6.0 — 6.85.55.5 7/7
7 Kinder Snacks & confectionery 106 5.9 — 6.25.26.3 7/7
8 Lech Alcoholic drinks 105 5.8 — 5.65.76.1 7/7
9 Lay's Snacks & confectionery 104 5.8 — 6.64.95.9 7/7
10 Wawel Snacks & confectionery 103 5.7 — 5.55.56.2 7/7
11 Żubr Alcoholic drinks 98 5.4 — 5.35.25.8 7/7
12 Jack Daniel's Alcoholic drinks 96 5.3 — 5.85.25.1 7/7
13 Oshee Soft drinks 94 5.2 — 4.95.15.7 7/7
14 Łowicz Packaged food & hot drinks 93 5.2 — 4.84.85.8 7/7
15 Lajkonik Snacks & confectionery 91 5.1 — 4.94.85.5 7/7
16 Tchibo Packaged food & hot drinks 90 5.0 — 5.54.35.3 7/7
17 Warka Alcoholic drinks 87 4.8 — 4.54.75.3 7/7
18 Sokołów Packaged food & hot drinks 85 4.8 — 4.44.25.6 7/7
19 Knorr Packaged food & hot drinks 85 4.7 — 4.53.85.9 7/7
20 Jacobs Packaged food & hot drinks 83 4.6 — 4.23.95.7 7/7

Eating out

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 McDonald's Fast food & restaurants 120 6.1 — 6.65.16.7 7/7
2 Wolt Food delivery 117 6.0 — 6.35.36.3 7/7
3 Pijalnia Czekolady E. Wedel Coffee shops & bakeries 114 5.8 — 6.05.85.6 7/7
4 Starbucks Coffee shops & bakeries 112 5.7 — 6.35.25.6 7/7
5 Pyszne.pl Food delivery 106 5.4 — 5.24.76.4 7/7
6 Glovo Food delivery 106 5.4 — 6.04.35.8 7/7
7 KFC Fast food & restaurants 104 5.3 — 5.94.55.4 7/7
8 Cukiernia Sowa Coffee shops & bakeries 102 5.2 — 4.95.45.3 7/7
9 Uber Eats Food delivery 98 5.0 — 5.54.15.4 7/7
10 Green Caffè Nero Coffee shops & bakeries 93 4.8 — 4.64.94.8 7/7
11 Domino's Fast food & restaurants 89 4.5 — 4.93.94.8 7/7
12 Frisco Food delivery 87 4.4 — 4.23.85.3 7/7
13 Pizza Hut Fast food & restaurants 85 4.3 — 4.53.94.5 7/7
14 Burger King Fast food & restaurants 84 4.3 — 4.93.64.4 7/7
15 Costa Coffee Coffee shops & bakeries 84 4.3 — 4.04.24.6 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 129 7.8 — 7.96.98.4 7/7
2 TikTok Social media & messaging 123 7.4 — 8.76.37.2 7/7
3 Apple Phones & devices 122 7.3 — 7.86.57.7 7/7
4 Google Search & AI assistants 120 7.2 — 7.45.98.3 7/7
5 Samsung Phones & devices 117 7.0 — 7.56.07.6 7/7
6 ChatGPT Search & AI assistants 116 7.0 — 8.05.67.3 7/7
7 Instagram Social media & messaging 115 6.9 — 7.56.27.0 7/7
8 Canva Software & cloud 114 6.8 — 6.96.37.2 7/7
9 WhatsApp Social media & messaging 113 6.8 — 5.96.38.2 7/7
10 Discord Social media & messaging 112 6.7 — 7.16.46.7 7/7
11 Microsoft Software & cloud 105 6.3 — 6.25.37.4 7/7
12 Apple iCloud Software & cloud 104 6.3 — 6.15.67.1 7/7
13 Xiaomi Phones & devices 102 6.2 — 6.75.26.6 7/7
14 Pinterest Social media & messaging 101 6.1 — 6.16.06.1 7/7
15 Gemini Search & AI assistants 99 5.9 — 6.45.16.3 6/7
16 Adobe Software & cloud 97 5.8 — 6.35.16.2 7/7
17 LinkedIn Social media & messaging 97 5.8 — 5.75.56.2 7/7
18 Messenger Social media & messaging 97 5.8 — 5.55.26.6 7/7
19 Claude Search & AI assistants 88 5.3 — 5.55.15.3 7/7
20 Facebook Social media & messaging 88 5.3 — 5.44.75.8 7/7
21 Huawei Phones & devices 85 5.1 — 5.64.25.6 7/7
22 Grok Search & AI assistants 84 5.0 — 6.34.34.5 6/7
23 X Social media & messaging 82 4.9 — 6.14.04.7 7/7
24 Tinder Social media & messaging 81 4.9 — 6.13.94.6 7/7
25 Motorola Phones & devices 75 4.5 — 4.34.15.1 7/7
26 Dropbox Software & cloud 73 4.4 — 3.93.95.3 7/7
27 Sympatia Social media & messaging 60 3.6 — 3.43.73.7 6/7

Media & entertainment

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Steam Gaming 138 7.5 — 7.76.88.1 7/7
2 Netflix Video streaming & TV 136 7.4 — 8.36.57.5 7/7
3 Spotify Music & audio 134 7.3 — 7.76.47.9 7/7
4 PlayStation Gaming 129 7.0 — 7.56.57.1 7/7
5 Nintendo Gaming 128 7.0 — 7.36.86.9 7/7
6 HBO Max Video streaming & TV 118 6.5 — 7.15.86.5 7/7
7 Disney+ Video streaming & TV 116 6.3 — 7.05.86.2 7/7
8 TVN24 News & publishing 115 6.3 — 6.75.76.4 7/7
9 Epic Games Gaming 114 6.2 — 7.15.46.1 7/7
10 Roblox Gaming 112 6.1 — 7.25.55.6 7/7
11 Gazeta Wyborcza News & publishing 110 6.0 — 6.15.86.1 7/7
12 RMF FM Music & audio 109 6.0 — 5.85.66.5 7/7
13 YouTube Music Music & audio 107 5.9 — 6.15.36.2 7/7
14 Onet News & publishing 100 5.5 — 5.94.65.8 7/7
15 STS Betting & lottery 99 5.4 — 6.14.75.4 7/7
16 Prime Video Video streaming & TV 97 5.3 — 5.54.65.9 7/7
17 TVN Video streaming & TV 96 5.3 — 5.64.85.3 7/7
18 Lotto Betting & lottery 95 5.2 — 5.25.05.4 7/7
19 Superbet Betting & lottery 92 5.0 — 6.04.34.8 7/7
20 Gazeta.pl News & publishing 90 4.9 — 5.24.35.3 7/7
21 Radio ZET Music & audio 89 4.9 — 4.74.65.3 7/7
22 Wirtualna Polska News & publishing 88 4.8 — 5.14.15.2 7/7
23 Radio Eska Music & audio 86 4.7 — 4.54.55.2 7/7
24 Fortuna Betting & lottery 85 4.7 — 5.14.04.8 7/7
25 Polsat News News & publishing 82 4.5 — 4.83.94.8 7/7
26 Betclic Betting & lottery 80 4.4 — 5.13.84.4 7/7
27 Interia News & publishing 80 4.4 — 4.53.84.8 7/7
28 Fakt News & publishing 76 4.1 — 5.12.94.4 7/7
29 CDA Premium Video streaming & TV 72 3.9 — 3.83.64.4 7/7
30 TVP VOD Video streaming & TV 70 3.8 — 4.03.44.0 7/7
31 Total Casino Betting & lottery 59 3.3 — 3.72.93.2 7/7

Telecoms

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Play Mobile networks 120 6.1 — 6.55.16.5 7/7
2 Orange Broadband & pay TV 118 5.9 — 6.05.26.6 7/7
3 T-Mobile Mobile networks 116 5.8 — 6.05.06.6 7/7
4 Mobile Vikings Mobile networks 112 5.6 — 5.65.55.8 7/7
5 Canal+ Broadband & pay TV 109 5.5 — 5.94.95.7 7/7
6 Plus Mobile networks 102 5.1 — 5.24.35.9 7/7
7 Polsat Box Broadband & pay TV 95 4.8 — 4.74.35.3 7/7
8 nju Mobile networks 93 4.7 — 4.34.35.6 6/7
9 Netia Broadband & pay TV 71 3.6 — 3.33.14.3 7/7
10 Vectra Broadband & pay TV 65 3.3 — 3.22.93.9 7/7

Automotive

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Toyota Mainstream cars 109 6.5 — 6.06.07.3 7/7
2 Tesla Premium & luxury cars 108 6.4 — 8.05.85.4 7/7
3 Porsche Premium & luxury cars 107 6.3 — 7.16.05.8 7/7
4 BMW Premium & luxury cars 106 6.2 — 6.75.86.3 7/7
5 Mercedes-Benz Premium & luxury cars 102 6.0 — 6.35.66.2 7/7
6 Volkswagen Mainstream cars 100 5.9 — 5.75.36.6 7/7
7 Škoda Mainstream cars 97 5.7 — 5.05.56.6 7/7
8 Audi Premium & luxury cars 94 5.6 — 5.75.25.8 7/7
9 Kia Mainstream cars 90 5.3 — 5.54.75.7 7/7
10 Hyundai Mainstream cars 88 5.2 — 5.24.75.7 7/7

Travel

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Booking.com Hotels & holidays 126 6.0 — 6.44.86.9 7/7
2 TUI Hotels & holidays 114 5.5 — 5.75.05.8 7/7
3 LOT PLL LOT Airlines 112 5.4 — 5.35.35.7 7/7
4 FlixBus Transport & ride-hailing 108 5.2 — 5.94.15.6 7/7
5 Itaka Hotels & holidays 104 5.0 — 5.14.65.5 7/7
6 Rainbow Hotels & holidays 104 5.0 — 5.04.65.5 7/7
7 PKP Intercity Transport & ride-hailing 103 5.0 — 5.14.15.6 7/7
8 Lufthansa Airlines 100 4.8 — 4.74.75.1 7/7
9 Koleo Transport & ride-hailing 100 4.8 — 4.94.15.4 7/7
10 Ryanair Airlines 99 4.8 — 6.03.35.0 7/7
11 Wizz Air Airlines 94 4.5 — 5.33.64.7 7/7
12 Wakacje.pl Hotels & holidays 92 4.4 — 4.54.04.9 7/7
13 Koleje Mazowieckie Transport & ride-hailing 88 4.3 — 3.64.05.2 7/7
14 Koleje Śląskie Transport & ride-hailing 81 3.9 — 3.43.64.7 7/7
15 easyJet Airlines 74 3.6 — 3.53.34.0 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 La Roche-Posay Skincare & cosmetics 110 6.3 — 6.15.96.8 7/7
2 CeraVe Skincare & cosmetics 109 6.2 — 6.25.86.8 7/7
3 Dove Haircare & personal care 106 6.1 — 5.76.06.5 7/7
4 Inglot Skincare & cosmetics 106 6.1 — 6.45.85.9 7/7
5 Nivea Haircare & personal care 103 5.9 — 5.25.47.1 7/7
6 Oral-B Haircare & personal care 101 5.8 — 5.64.86.8 7/7
7 Gillette Haircare & personal care 96 5.5 — 5.54.66.3 7/7
8 Eveline Cosmetics Skincare & cosmetics 95 5.4 — 5.45.05.8 7/7
9 Old Spice Haircare & personal care 93 5.3 — 6.24.55.3 7/7
10 Avon Skincare & cosmetics 81 4.6 — 4.34.55.0 7/7

Home & household

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 LG Home appliances 117 6.1 — 6.55.26.5 7/7
2 Philips Home appliances 115 6.0 — 5.85.46.8 7/7
3 Bosch Home appliances 110 5.7 — 5.35.06.7 7/7
4 Fairy Household products 102 5.3 — 5.24.26.4 7/7
5 Tefal Home appliances 100 5.2 — 4.84.66.2 7/7
6 Ariel Household products 99 5.1 — 5.14.06.3 7/7
7 Electrolux Home appliances 92 4.8 — 4.54.35.5 7/7
8 Velvet Household products 90 4.7 — 4.23.95.8 7/7
9 Domestos Household products 89 4.6 — 4.43.56.0 7/7
10 Vanish Household products 86 4.4 — 4.63.55.1 7/7

Health & fitness

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 MultiSport Gyms & fitness 137 6.9 — 6.96.37.6 7/7
2 Medicover Sport Gyms & fitness 109 5.5 — 5.25.26.1 7/7
3 Zdrofit Gyms & fitness 105 5.3 — 5.05.05.9 7/7
4 Lux Med Health & medicines 103 5.2 — 5.14.65.9 7/7
5 Ibuprom Health & medicines 100 5.0 — 4.34.16.6 7/7
6 CityFit Gyms & fitness 97 4.9 — 4.64.65.5 7/7
7 Centrum Health & medicines 90 4.5 — 4.14.05.6 7/7
8 Enel-Med Health & medicines 89 4.5 — 4.24.25.1 7/7
9 Ketonal Health & medicines 87 4.4 — 3.93.65.5 7/7
10 Just Gym Gyms & fitness 82 4.1 — 3.93.84.7 6/7

Energy

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Orlen Energy & fuel 134 5.6 — 6.04.46.3 7/7
2 Shell Energy & fuel 102 4.3 — 4.53.54.8 7/7
3 Circle K Energy & fuel 102 4.3 — 4.33.64.9 7/7
4 BP Energy & fuel 93 3.9 — 3.73.34.5 7/7
5 PGNiG Energy & fuel 86 3.6 — 3.23.04.6 7/7
6 Tauron Energy & fuel 84 3.5 — 3.32.84.5 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.