Machine Intelligence · Updated October 2026

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

In Sweden, AI assistants most often recommend Libero, Mustela and Bambino for baby hair care. Libero is named by 3 of 5 assistants.

What the data says

Libero (Essity) is the baby hair care brand AI assistants recommend most in Sweden, taking 18.7% of all recommendation points across 5 assistants. Mustela follows with 13.4% and Bambino is third with 7%.

Libero's lead over Mustela is 5.3 points, a clear advantage in how AI shortlists the category.

ChatGPT and DeepSeek put Libero first, while Claude favours Mustela, Gemini favours Bamse and Grok favours Bambino.

The top five brands hold 52% of recommendations out of 24 brands named in total, leaving room for challengers to break into AI shortlists.

Baby Hair Care brand ranking by AI share of recommendation, Sweden
#BrandOwnerAI shareChatGPTClaudeDeepSeekGeminiGrok
1LiberoEssity
18.7%
105–10570–
2MustelaLaboratoires Expanscience
13.4%
60105––36
3BambinoUnilever
7%
––––105
4BamseOrkla
7%
–––105–
5MinidermACO Hud AB
5.6%
24–60––
6WeledaWeleda
5%
75––––
7Johnson’sKenvue
5%
––––75
8ACOPerrigo
5%
––75––
9La Roche-PosayL'Oréal
5%
–75–––
10NatusanKenvue
4.3%
–––65–
11PenatenKenvue
4%
––––60
12CetaphilGalderma
3.2%
–48–––
13DecubalKaro Healthcare
2.4%
36––––
14ApoteketApoteket
2.4%
––36––
15Burt’s BeesClorox
1.9%
–28–––
16ZiajaZiaja
1.6%
––––24
17ÄnglamarkÄnglamark
1.6%
–––24–
18EucerinBeiersdorf
1.6%
–24–––
19UrtekramMidsona
1.3%
–––20–
20BepanthenBayer
1.1%
––16––

Questions about AI baby hair care recommendations

Which baby hair care brand does ChatGPT recommend most in Sweden?
ChatGPT recommends Libero most often for baby hair care in Sweden. Across all assistants, Libero leads with 18.7% of recommendations.
Which baby hair care brand is improving fastest in Sweden?
Bambino has the strongest momentum among challengers: AI names it first in 3 of 3 answers where it appears, while holding 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.

Baby Hair Care: AI rankings by country

Covers: Conditioner Products, Hair Care Combos, Shampoo 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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