Machine Intelligence · Updated October 2026

Which hair care brands do AI assistants recommend in France? Q4 2026

In France, AI assistants most often recommend L'Oréal, Garnier and Pantene for hair care. L'Oréal is named by 4 of 5 assistants.

What the data says

L'Oréal (L’Oréal) is the hair care brand AI assistants recommend most in France, taking 19% of all recommendation points across 5 assistants. Garnier follows with 10.1% and Pantene is third with 6.6%.

L'Oréal's lead over Garnier is 8.9 points, a clear advantage in how AI shortlists the category.

ChatGPT, DeepSeek, Gemini and Grok put L'Oréal first, while Claude favours L'Oreal.

The top five brands hold 47% of recommendations out of 54 brands named in total, leaving room for challengers to break into AI shortlists.

Hair Care brand ranking by AI share of recommendation, France
#BrandOwnerAI shareChatGPTClaudeDeepSeekGeminiGrok
1L'OréalL’Oréal
19%
115–135145175
2GarnierL’Oréal
10.1%
8599252570
3PanteneProcter & Gamble
6.6%
129032–65
4L'OrealL’Oréal
5.8%
–175–––
5MustelaLaboratoires Expanscience
5.2%
3525353525
6KerastaseL'Oréal
4.6%
67–5588
7SchwarzkopfHenkel
4%
288202440
8KloranePierre Fabre
3.3%
––70208
9Head & ShouldersProcter & Gamble
3.2%
35–251225
10UltrajusUltrajaya
3.2%
–––95–
11DoveUnilever
2.7%
840––32
12OlaplexOlaplex Inc.
2.5%
25–25–25
13Johnson'sJohnson & Johnson
2.3%
–35––35
14BiodermaNAOS
2.3%
32–37––
15Bleu de ChanelChanel
1.5%
25––20–
16Got2bHenkel
1.5%
33–––12
17WellaWella Company
1.5%
–2025––
18René FurtererPierre Fabre
1.3%
20––20–
19MoroccanoilMoroccanoil
1.2%
12–12–12
20ClairolProcter & Gamble
1.2%
1212––12

Questions about AI hair care recommendations

Which hair care brand does ChatGPT recommend most in France?
ChatGPT recommends L'Oréal most often for hair care in France. Across all assistants, L'Oréal leads with 19% of recommendations.
Which hair care brand is improving fastest in France?
L'Oreal has the strongest momentum among challengers: AI names it first in 5 of 5 answers where it appears, while holding 5.8% 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.

Hair Care: AI rankings by country

Covers: Baby Hair Care, Conditioners, Hair Color, Hair Treatments, Shampoo & Cleansers, Styling Products.

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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