Which fragrance brands do AI assistants recommend in Canada? Q4 2026
In Canada, AI assistants most often recommend Dior, Chanel and Calvin Klein for fragrance. Dior is named by 5 of 5 assistants.
What the data says
Dior (LVMH) is the fragrance brand AI assistants recommend most in Canada, taking 17.5% of all recommendation points across 5 assistants. Chanel follows with 16.1% and Calvin Klein is third with 8.7%.
The top spot is close: only 1.4 points separate Dior and Chanel, so a small change in how either brand is described online could flip the order.
DeepSeek and Gemini put Dior first, while ChatGPT favours Chanel, Claude favours Calvin Klein and Grok favours Chanel.
The top five brands hold 56% of recommendations out of 30 brands named in total, leaving room for challengers to break into AI shortlists.
| # | Brand | Owner | AI share | ChatGPT | Claude | DeepSeek | Gemini | Grok |
|---|---|---|---|---|---|---|---|---|
| 1 | Dior | LVMH | 17.5% | 60 | 32 | 60 | 50 | 60 |
| 2 | Chanel | Chanel | 16.1% | 60 | 52 | 35 | 35 | 60 |
| 3 | Calvin Klein | Coty | 8.7% | – | 95 | – | 35 | – |
| 4 | Jo Malone | Jo Malone | 7.3% | 35 | – | 25 | 25 | 25 |
| 5 | Le Labo | Estée Lauder | 6.3% | 25 | – | 35 | – | 35 |
| 6 | Marc Jacobs | Coty | 4.3% | 12 | – | 20 | 20 | 12 |
| 7 | Bleu de Chanel | Chanel | 4% | – | – | 25 | 35 | – |
| 8 | Versace | Euroitalia / Versace | 3.5% | 12 | – | 20 | – | 20 |
| 9 | Byredo | Puig | 3.5% | 20 | – | 12 | – | 20 |
| 10 | Maison Margiela | L'Oréal | 3.2% | 12 | 8 | 20 | 8 | – |
| 11 | Tom Ford | Estée Lauder | 3.2% | 8 | – | 8 | 20 | 12 |
| 12 | Yves Saint Laurent | L’Oréal | 2.7% | 20 | – | – | 20 | – |
| 13 | Cologne by Axe | Unilever | 2.3% | – | 35 | – | – | – |
| 14 | Estée Lauder | Estée Lauder | 1.7% | – | 25 | – | – | – |
| 15 | Issey Miyake | Shiseido | 1.7% | – | 25 | – | – | – |
| 16 | Lancôme | L'Oréal | 1.6% | – | – | 12 | 12 | – |
| 17 | Victoria's Secret | Victoria's Secret & Co. | 1.3% | – | – | – | – | 20 |
| 18 | Armani | L’Oréal | 1.3% | 20 | – | – | – | – |
| 19 | Giorgio Armani | L'Oréal | 1.3% | – | – | – | 20 | – |
| 20 | Polo Ralph Lauren | L’Oréal | 1.3% | – | 20 | – | – | – |
Questions about AI fragrance recommendations
- Which fragrance brand does ChatGPT recommend most in Canada?
- ChatGPT recommends Chanel most often for fragrance in Canada. Across all assistants, Dior leads with 17.5% of recommendations.
- Which fragrance brand is improving fastest in Canada?
- Calvin Klein has the strongest momentum among challengers: AI names it first in 3 of 4 answers where it appears, while holding 8.7% share. This is the first Q4 2026 reading; change over time will be shown from the next update.
- How is the ranking calculated?
- We ask each AI assistant the questions shoppers ask in each category and market, record the top five brands it names, and give 35, 25, 20, 12 and 8 points for positions one to five. Share is a brand's points divided by all points awarded.
Fragrance: AI rankings by country
Covers: Men’s Fragrances, Unisex Fragrances, Women’s Fragrances.
Method: each AI assistant is asked the shopper questions for every segment in the category and market; the top five brands named score 35, 25, 20, 12 and 8 points. Share is a brand's points divided by all points awarded. Rankings reflect AI answers, not sales.
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