Machine Intelligence · Updated October 2026

Which dairy & eggs brands do AI assistants recommend in Japan? Q4 2026

In Japan, AI assistants most often recommend Meiji, Morinaga and Snow Brand for dairy & eggs. Meiji is named by 4 of 4 assistants.

What the data says

Meiji is the dairy & eggs brand AI assistants recommend most in Japan, taking 27% of all recommendation points across 4 assistants. Morinaga follows with 12.8% and Snow Brand is third with 8.8%.

Meiji's lead over Morinaga is 14.2 points, a clear advantage in how AI shortlists the category.

ChatGPT, DeepSeek and Grok put Meiji first, while Gemini favours Megmilk Snow Brand.

The top five brands hold 61% of recommendations out of 29 brands named in total, leaving room for challengers to break into AI shortlists.

Dairy & Eggs brand ranking by AI share of recommendation, Japan
#BrandOwnerAI shareChatGPTDeepSeekGeminiGrok
1MeijiMeiji
27%
859585140
2MorinagaMorinaga
12.8%
20654958
3Snow BrandMegmilk Snow Brand
8.8%
82––50
4Megmilk Snow BrandMegmilk
6.5%
––908
5YakultYakult Honsha
6%
2525–40
6AnchorFonterra
5.8%
2012–55
7KraftKraft
4%
2020–20
8YebisuSapporo
3.1%
–47––
9DanoneDanone
2.9%
8121212
10QBBRokko Butter
2.9%
12–2012
11PresidentLactalis
2.7%
128–20
12EmmentalGeneric
2.3%
–––35
13LurisiaLurisia
1.7%
–––25
14MozzarellaGeneric
1.7%
–––25
15Koiwai DairyKoiwai
1.3%
––20–
16PrésidentLactalis
1.3%
–––20
17CheddarGeneric
1.3%
–––20
18LurpakArla
1.1%
88––
19TakanashiTakanashi Milk
0.8%
–––12
20FloraUpfield
0.8%
–––12

Questions about AI dairy & eggs recommendations

Which dairy & eggs brand does ChatGPT recommend most in Japan?
ChatGPT recommends Meiji most often for dairy & eggs in Japan. Across all assistants, Meiji leads with 27% of recommendations.
Which dairy & eggs brand is improving fastest in Japan?
Megmilk Snow Brand has the strongest momentum among challengers: AI names it first in 2 of 4 answers where it appears, while holding 6.5% 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.

Dairy & Eggs: AI rankings by country

Covers: Cheese Varieties, Dairy Spreads, Yoghurt 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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