Converged.AI × BrandInsightAI
BrandInsightAI Insights
Asia-Pacific · October 2026 · refreshed monthly

The brands AI wants in Indonesia

7 AI models were asked how well they know the top brands in Indonesia 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 5.5 out of 10.

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 GoPay Cards & payments 124 6.8 — 7.05.97.5 7/7
2 BCA Banks 123 6.8 — 6.65.87.8 7/7
3 Mandiri Banks 119 6.5 — 6.45.77.4 7/7
4 BRI Banks 116 6.3 — 6.15.87.1 7/7
5 QRIS Cards & payments 115 6.3 — 6.45.57.1 7/7
6 OVO Cards & payments 106 5.8 — 5.75.16.6 7/7
7 BPJS Kesehatan Insurance 106 5.8 — 5.65.26.6 7/7
8 DANA Cards & payments 106 5.8 — 5.84.96.6 7/7
9 Ajaib Investing & savings 104 5.7 — 6.15.16.0 7/7
10 BSI Banks 104 5.7 — 5.65.75.8 7/7
11 Stockbit Investing & savings 104 5.7 — 6.25.45.6 7/7
12 SeaBank Banks 103 5.7 — 6.04.76.3 7/7
13 Pegadaian Investing & savings 101 5.5 — 5.15.26.3 7/7
14 CIMB Niaga Banks 101 5.5 — 5.55.06.1 7/7
15 BNI Banks 100 5.5 — 5.25.06.2 7/7
16 Prudential Insurance 95 5.2 — 5.54.75.5 7/7
17 BPJS Ketenagakerjaan Investing & savings 94 5.2 — 4.54.86.2 7/7
18 Allianz Insurance 91 5.0 — 5.04.55.4 7/7
19 Indodax Investing & savings 88 4.8 — 5.64.24.6 7/7
20 Kredivo Cards & payments 85 4.7 — 5.33.75.0 7/7
21 BTN Banks 82 4.5 — 4.24.25.2 7/7
22 Permata Banks 82 4.5 — 4.44.25.0 7/7
23 Sinarmas Insurance 76 4.2 — 4.23.84.5 7/7
24 Jasa Raharja Insurance 75 4.1 — 4.03.84.5 7/7

Grocery

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Indomaret Supermarkets 109 5.7 — 5.24.87.0 7/7
2 Alfamart Supermarkets 109 5.7 — 5.24.87.0 7/7
3 FamilyMart Supermarkets 107 5.6 — 6.15.15.6 7/7
4 Superindo Supermarkets 105 5.5 — 5.05.06.3 7/7
5 Alfamidi Supermarkets 93 4.8 — 4.44.35.8 7/7
6 Lawson Supermarkets 92 4.8 — 5.24.54.7 7/7
7 Circle K Supermarkets 85 4.5 — 4.74.14.5 7/7

Retail

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Shopee Online marketplaces 139 7.3 — 8.06.17.8 7/7
2 Tokopedia Online marketplaces 131 6.9 — 6.96.37.4 7/7
3 IKEA Home, furniture & DIY 125 6.6 — 7.26.26.4 7/7
4 Sociolla Health & beauty stores 122 6.4 — 6.76.26.3 7/7
5 iBox Electricals retail 121 6.4 — 6.66.26.4 7/7
6 Sephora Health & beauty stores 121 6.3 — 7.06.25.9 7/7
7 Miniso Department & variety stores 114 6.0 — 6.85.25.9 7/7
8 Erafone Electricals retail 103 5.4 — 5.44.95.9 7/7
9 Mr. DIY Department & variety stores 101 5.3 — 5.34.56.1 7/7
10 Sarinah Department & variety stores 101 5.3 — 5.65.74.7 7/7
11 Guardian Health & beauty stores 98 5.2 — 5.14.65.8 7/7
12 Lazada Online marketplaces 97 5.1 — 5.34.45.5 7/7
13 Blibli Online marketplaces 93 4.9 — 4.84.55.4 7/7
14 Jakartanotebook Electricals retail 92 4.8 — 5.04.65.0 7/7
15 Matahari Department & variety stores 91 4.8 — 4.54.55.4 7/7
16 Apotek K24 Health & beauty stores 91 4.8 — 4.74.05.6 7/7
17 Digimap Electricals retail 89 4.7 — 4.64.64.9 6/7
18 Informa Home, furniture & DIY 89 4.7 — 4.74.44.9 7/7
19 Kimia Farma Health & beauty stores 89 4.7 — 4.24.15.7 7/7
20 Hartono Elektronika Electricals retail 87 4.6 — 4.24.35.3 7/7
21 Ruparupa Home, furniture & DIY 84 4.4 — 4.63.94.8 7/7
22 OLX Online marketplaces 82 4.3 — 4.63.94.4 7/7
23 Mitra10 Home, furniture & DIY 81 4.2 — 4.23.74.8 7/7
24 Ramayana Department & variety stores 79 4.1 — 3.64.04.7 7/7
25 AZKO Home, furniture & DIY 78 4.1 — 4.13.94.3 4/7

Fashion

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Nike Sportswear & footwear 132 7.9 — 8.37.67.8 7/7
2 Adidas Sportswear & footwear 113 6.8 — 6.96.66.8 7/7
3 Uniqlo Clothing retail 110 6.6 — 6.75.87.2 7/7
4 Louis Vuitton Luxury 110 6.6 — 7.85.96.0 7/7
5 Dior Luxury 105 6.3 — 7.55.65.7 7/7
6 New Balance Sportswear & footwear 103 6.2 — 6.36.16.2 7/7
7 Converse Sportswear & footwear 102 6.1 — 6.36.15.9 7/7
8 Eiger Clothing retail 99 6.0 — 5.66.16.1 7/7
9 Crocs Sportswear & footwear 99 5.9 — 6.75.45.7 7/7
10 Zara Clothing retail 96 5.8 — 6.95.15.4 7/7
11 Puma Sportswear & footwear 96 5.7 — 5.95.65.7 7/7
12 Saint Laurent Luxury 92 5.5 — 6.55.14.9 7/7
13 Charles & Keith Luxury 90 5.4 — 5.65.05.6 7/7
14 H&M Clothing retail 88 5.3 — 6.04.65.2 7/7
15 Coach Luxury 87 5.2 — 5.45.05.3 7/7
16 Zalora Clothing retail 78 4.7 — 5.14.14.8 7/7

Food & drink

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Indomie Packaged food & hot drinks 135 7.7 — 7.87.08.3 7/7
2 Oreo Snacks & confectionery 117 6.7 — 7.45.96.7 7/7
3 Coca-Cola Soft drinks 116 6.6 — 7.16.06.8 7/7
4 Nescafé Packaged food & hot drinks 111 6.3 — 6.35.86.9 7/7
5 Pocari Sweat Soft drinks 111 6.3 — 6.45.86.7 7/7
6 Chitato Snacks & confectionery 107 6.1 — 6.45.56.3 7/7
7 SilverQueen Snacks & confectionery 106 6.1 — 5.95.96.4 7/7
8 Kapal Api Packaged food & hot drinks 105 6.0 — 5.75.56.8 7/7
9 Good Day Packaged food & hot drinks 104 5.9 — 6.15.26.5 7/7
10 Bintang Alcoholic drinks 102 5.8 — 6.05.65.8 7/7
11 Richeese Snacks & confectionery 102 5.8 — 6.55.25.7 7/7
12 Jack Daniel's Alcoholic drinks 101 5.8 — 6.45.65.2 7/7
13 Aqua Soft drinks 99 5.6 — 5.04.97.0 7/7
14 Le Minerale Soft drinks 96 5.5 — 5.54.76.3 7/7
15 Khong Guan Snacks & confectionery 92 5.2 — 4.75.35.8 7/7
16 Larutan Cap Kaki Tiga Soft drinks 92 5.2 — 5.04.86.0 7/7
17 Smirnoff Alcoholic drinks 88 5.0 — 5.55.04.7 7/7
18 Fiesta Packaged food & hot drinks 81 4.6 — 4.54.15.3 7/7
19 Kawa Kawa Alcoholic drinks 77 4.4 — 4.94.24.1 7/7
20 Iceland Vodka Alcoholic drinks 60 3.4 — 3.83.33.3 4/7

Eating out

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 GoFood Food delivery 124 6.9 — 7.25.87.7 7/7
2 Starbucks Coffee shops & bakeries 120 6.7 — 6.96.36.8 7/7
3 McDonald's Fast food & restaurants 119 6.6 — 7.05.97.0 7/7
4 Kopi Kenangan Coffee shops & bakeries 117 6.5 — 7.05.86.7 7/7
5 Mie Gacoan Fast food & restaurants 115 6.4 — 7.45.76.1 7/7
6 KFC Fast food & restaurants 113 6.3 — 6.75.76.5 7/7
7 J.CO Donuts & Coffee Coffee shops & bakeries 108 6.0 — 6.35.56.2 7/7
8 HokBen Fast food & restaurants 107 6.0 — 6.05.76.2 7/7
9 Pizza Hut Fast food & restaurants 103 5.7 — 5.95.35.9 7/7
10 Richeese Factory Fast food & restaurants 99 5.5 — 6.24.95.4 7/7
11 Domino's Pizza Fast food & restaurants 98 5.4 — 5.84.95.7 7/7
12 Domino's Food delivery 98 5.4 — 5.64.76.0 7/7
13 KFC Delivery Food delivery 95 5.3 — 5.24.76.0 7/7
14 Marugame Udon Fast food & restaurants 95 5.3 — 5.85.05.1 7/7
15 Tomoro Coffee Coffee shops & bakeries 94 5.2 — 5.74.85.2 7/7
16 Holland Bakery Coffee shops & bakeries 93 5.2 — 4.55.15.9 7/7
17 Roti'O Coffee shops & bakeries 91 5.0 — 4.94.55.7 7/7
18 Solaria Fast food & restaurants 91 5.0 — 4.74.85.7 7/7
19 Alfagift Food delivery 89 4.9 — 4.84.25.8 7/7
20 Burger King Fast food & restaurants 87 4.8 — 5.34.44.9 7/7
21 Astro Food delivery 84 4.7 — 5.13.85.2 6/7
22 Dunkin' Coffee shops & bakeries 83 4.6 — 4.54.45.0 7/7
23 Point Coffee Coffee shops & bakeries 79 4.4 — 4.34.14.9 7/7

Technology

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 YouTube Social media & messaging 132 8.0 — 8.17.38.5 7/7
2 TikTok Social media & messaging 127 7.6 — 8.76.67.5 7/7
3 Google Search & AI assistants 124 7.5 — 7.76.28.6 7/7
4 Canva Software & cloud 124 7.5 — 7.86.97.8 7/7
5 ChatGPT Search & AI assistants 124 7.5 — 8.56.27.7 7/7
6 iPhone Phones & devices 124 7.5 — 7.96.87.7 7/7
7 CapCut Software & cloud 122 7.4 — 8.06.77.4 7/7
8 Samsung Phones & devices 119 7.2 — 7.56.47.7 7/7
9 WhatsApp Social media & messaging 119 7.2 — 6.36.88.5 7/7
10 Instagram Social media & messaging 118 7.1 — 7.56.47.3 7/7
11 Google Drive Software & cloud 113 6.8 — 6.26.08.2 7/7
12 Xiaomi Phones & devices 110 6.6 — 7.15.87.0 7/7
13 Telegram Social media & messaging 109 6.6 — 6.66.17.0 7/7
14 Microsoft Office Software & cloud 108 6.5 — 5.95.87.8 7/7
15 Discord Social media & messaging 106 6.4 — 6.46.26.6 7/7
16 Zoom Software & cloud 103 6.2 — 6.05.76.9 7/7
17 Adobe Software & cloud 101 6.1 — 6.55.66.3 7/7
18 Oppo Phones & devices 100 6.0 — 6.25.56.4 7/7
19 Google Meet Software & cloud 100 6.0 — 5.45.67.0 7/7
20 Pinterest Social media & messaging 97 5.8 — 5.85.76.0 7/7
21 Vivo Phones & devices 96 5.8 — 6.05.26.2 7/7
22 iCloud Software & cloud 94 5.7 — 5.35.26.4 7/7
23 DeepSeek Search & AI assistants 92 5.5 — 6.84.35.6 5/7
24 Meta AI Search & AI assistants 92 5.5 — 5.95.05.7 7/7
25 Gemini Search & AI assistants 91 5.5 — 6.14.65.8 7/7
26 LinkedIn Social media & messaging 91 5.5 — 5.45.25.9 7/7
27 Claude Search & AI assistants 91 5.5 — 5.65.15.6 7/7
28 Microsoft Copilot Search & AI assistants 89 5.4 — 5.74.55.9 7/7
29 Facebook Social media & messaging 88 5.3 — 5.24.76.1 7/7
30 Perplexity Search & AI assistants 88 5.3 — 6.24.45.3 6/7
31 Realme Phones & devices 88 5.3 — 5.84.75.4 7/7
32 Facebook Messenger Social media & messaging 84 5.0 — 4.64.46.1 7/7
33 Threads Social media & messaging 83 5.0 — 5.54.64.9 7/7
34 X Social media & messaging 82 4.9 — 5.84.34.7 7/7
35 DuckDuckGo Search & AI assistants 79 4.8 — 4.54.94.8 7/7
36 Infinix Phones & devices 77 4.6 — 4.84.15.0 7/7
37 Bing Search & AI assistants 66 4.0 — 3.83.64.4 7/7
38 Yahoo Search & AI assistants 52 3.1 — 2.82.93.7 7/7

Media & entertainment

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Spotify Music & audio 130 7.7 — 7.97.08.3 7/7
2 Netflix Video streaming & TV 122 7.2 — 7.86.57.4 7/7
3 PlayStation Gaming 117 6.9 — 7.36.47.0 7/7
4 Steam Gaming 116 6.9 — 7.16.27.3 7/7
5 Moonton Gaming 116 6.8 — 7.26.56.8 7/7
6 Kompas News & publishing 115 6.8 — 6.66.57.3 7/7
7 YouTube Music Music & audio 114 6.7 — 6.86.27.2 7/7
8 detikcom News & publishing 112 6.6 — 7.35.67.0 7/7
9 Roblox Gaming 111 6.6 — 7.56.26.0 7/7
10 Nintendo Gaming 109 6.5 — 7.06.46.1 7/7
11 Riot Games Gaming 108 6.4 — 7.06.16.0 7/7
12 Vidio Video streaming & TV 102 6.1 — 6.55.56.2 7/7
13 Apple Music Music & audio 101 6.0 — 5.75.86.5 7/7
14 Epic Games Gaming 98 5.8 — 6.55.35.6 7/7
15 Viu Video streaming & TV 98 5.8 — 6.25.55.8 7/7
16 CNN Indonesia News & publishing 97 5.8 — 6.25.15.9 7/7
17 SoundCloud Music & audio 96 5.7 — 6.05.95.2 7/7
18 WeTV Video streaming & TV 91 5.4 — 5.84.95.4 7/7
19 RCTI Video streaming & TV 86 5.1 — 5.14.75.5 7/7
20 CNBC Indonesia News & publishing 86 5.1 — 5.44.65.3 7/7
21 SCTV Video streaming & TV 86 5.1 — 5.04.75.5 7/7
22 RRI Music & audio 84 5.0 — 4.25.45.3 7/7
23 Indosiar Video streaming & TV 82 4.9 — 4.94.55.3 7/7
24 Trans TV Video streaming & TV 81 4.8 — 4.84.45.1 7/7
25 Sindonews News & publishing 75 4.4 — 4.44.24.8 7/7
26 TVRI Video streaming & TV 68 4.0 — 3.34.24.5 7/7

Telecoms

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Telkomsel Mobile networks 126 6.8 — 6.66.37.7 7/7
2 IM3 Mobile networks 108 5.9 — 5.85.56.2 7/7
3 XL Mobile networks 106 5.8 — 5.85.46.2 7/7
4 Starlink Broadband & pay TV 105 5.7 — 7.54.65.0 7/7
5 by.U Mobile networks 104 5.7 — 6.15.45.6 7/7
6 IndiHome Broadband & pay TV 103 5.6 — 5.74.86.4 7/7
7 Biznet Broadband & pay TV 94 5.1 — 5.14.45.8 7/7
8 MyRepublic Broadband & pay TV 91 5.0 — 5.34.35.3 7/7
9 Indosat Mobile networks 91 4.9 — 4.84.65.4 7/7
10 First Media Broadband & pay TV 73 4.0 — 3.93.44.6 7/7

Automotive

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Toyota Mainstream cars 118 7.2 — 6.47.08.3 7/7
2 Honda Mainstream cars 108 6.7 — 6.16.37.5 7/7
3 Mercedes-Benz Premium & luxury cars 106 6.5 — 6.76.36.6 7/7
4 Porsche Premium & luxury cars 104 6.3 — 7.06.35.7 7/7
5 Ferrari Premium & luxury cars 100 6.1 — 8.05.84.7 7/7
6 BMW Premium & luxury cars 96 5.9 — 6.25.85.8 7/7
7 Lamborghini Premium & luxury cars 94 5.8 — 7.55.54.3 7/7
8 Suzuki Mainstream cars 93 5.7 — 5.35.56.5 7/7
9 BYD Mainstream cars 91 5.6 — 7.04.85.0 6/7
10 Mitsubishi Mainstream cars 89 5.4 — 5.05.36.0 7/7

Travel

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Gojek Transport & ride-hailing 129 7.4 — 7.86.08.2 7/7
2 Traveloka Hotels & holidays 124 7.1 — 7.56.17.6 7/7
3 Singapore Airlines Airlines 122 7.0 — 7.26.86.9 7/7
4 Grab Transport & ride-hailing 118 6.8 — 6.95.77.7 7/7
5 Whoosh Transport & ride-hailing 116 6.6 — 8.05.86.2 7/7
6 Garuda Indonesia Airlines 114 6.5 — 6.66.36.6 7/7
7 KAI Transport & ride-hailing 109 6.3 — 6.15.87.0 7/7
8 Airbnb Hotels & holidays 109 6.2 — 7.15.85.8 7/7
9 KRL Commuter Line Transport & ride-hailing 103 5.9 — 5.45.36.9 7/7
10 tiket.com Hotels & holidays 94 5.4 — 5.54.75.9 7/7
11 Agoda Hotels & holidays 89 5.1 — 5.24.25.8 7/7
12 Citilink Airlines 83 4.7 — 4.74.35.2 7/7
13 Batik Air Airlines 77 4.4 — 4.54.04.8 7/7
14 Lion Air Airlines 77 4.4 — 5.23.44.6 7/7
15 RedDoorz Hotels & holidays 71 4.0 — 4.33.44.4 7/7
16 OYO Hotels & holidays 66 3.8 — 4.32.94.0 7/7

Beauty & personal care

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Wardah Skincare & cosmetics 120 7.2 — 6.87.37.5 7/7
2 Rexona Haircare & personal care 106 6.3 — 6.25.77.1 7/7
3 Pepsodent Haircare & personal care 102 6.1 — 5.65.67.1 7/7
4 Skintific Skincare & cosmetics 102 6.1 — 7.05.55.8 7/7
5 MS Glow Skincare & cosmetics 100 6.0 — 6.55.65.8 7/7
6 Scarlett Whitening Skincare & cosmetics 100 6.0 — 6.55.45.9 7/7
7 Head & Shoulders Haircare & personal care 97 5.8 — 5.75.06.6 7/7
8 Close Up Haircare & personal care 94 5.6 — 5.75.06.1 7/7
9 Garnier Skincare & cosmetics 92 5.5 — 5.45.15.9 7/7
10 Makarizo Haircare & personal care 87 5.2 — 5.24.95.5 7/7

Home & household

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 LG Home appliances 125 6.1 — 6.35.46.7 7/7
2 Panasonic Home appliances 117 5.7 — 5.35.26.7 7/7
3 Sharp Home appliances 110 5.4 — 5.24.96.2 7/7
4 Sunlight Household products 109 5.3 — 5.04.26.8 7/7
5 Polytron Home appliances 105 5.2 — 5.14.75.7 7/7
6 Baygon Household products 94 4.6 — 4.43.46.0 7/7
7 Cosmos Home appliances 89 4.3 — 3.84.05.3 7/7
8 Stella Household products 88 4.3 — 4.33.65.1 7/7
9 Bayclin Household products 83 4.1 — 3.63.25.5 7/7
10 Wipol Household products 81 4.0 — 3.53.15.3 7/7

Health & fitness

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Strava Gyms & fitness 137 7.2 — 7.46.97.2 7/7
2 Halodoc Health & medicines 124 6.5 — 7.15.57.0 7/7
3 Anytime Fitness Gyms & fitness 105 5.5 — 5.25.46.0 7/7
4 FTL Gym Gyms & fitness 100 5.3 — 5.15.25.5 4/7
5 Siloam Hospitals Health & medicines 100 5.2 — 5.24.75.8 7/7
6 Fit Hub Gyms & fitness 98 5.1 — 5.14.95.4 7/7
7 Enervon-C Health & medicines 90 4.7 — 4.34.25.7 7/7
8 Atlas Sports Club Gyms & fitness 85 4.5 — 4.44.54.4 7/7
9 Sangobion Health & medicines 82 4.3 — 3.93.85.2 7/7
10 Imboost Health & medicines 80 4.2 — 4.03.74.8 7/7

Energy

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

#BrandSub-segmentIndexDesire /10ChangeAttractionAffinityAttachmentModels
1 Pertamina Energy & fuel 123 6.1 — 6.15.17.1 7/7
2 Shell Energy & fuel 106 5.2 — 5.54.55.6 7/7
3 PLN Energy & fuel 102 5.1 — 5.03.86.3 7/7
4 SPKLU Energy & fuel 90 4.4 — 5.24.23.9 7/7
5 BP Energy & fuel 79 3.9 — 4.03.44.3 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.