Machine Intelligence · Updated October 2026

AI-recommended convenience & ready-to-eat brands: rankings in 29 countries

Worldwide, AI assistants most often recommend Nissin, Maggi and Indomie for convenience & ready-to-eat. Nissin is named by 5 of 5 assistants.

What the data says

Nissin (Nissin Foods) is the convenience & ready-to-eat brand AI assistants recommend most worldwide, taking 19.6% of all recommendation points across 5 assistants. Maggi follows with 12.9% and Indomie is third with 9.9%.

Nissin's lead over Maggi is 6.7 points, a clear advantage in how AI shortlists the category.

ChatGPT, Claude, DeepSeek and Gemini put Nissin first, while Grok favours Maggi.

The top five brands hold 55% of recommendations out of 104 brands named in total, leaving room for challengers to break into AI shortlists.

Convenience & Ready-to-Eat brand ranking by AI share of recommendation, global
#BrandOwnerAI shareChatGPTClaudeDeepSeekGeminiGrok
1NissinNissin Foods
19.6%
716453723510368
2MaggiNestlé
12.9%
225387363212628
3IndomieIndofood
9.9%
342–461470120
4MaruchanToyo Suisan
7.3%
22042913360193
5NongshimNongshim
5.2%
333–3529970
6SamyangSamyang Foods
4%
342–2014362
7Top RamenIndofood
3.6%
202831292062
8Yum YumAjinomoto
3%
114–60135109
9KnorrUnilever
2.7%
441562853102
10MamaIndependent
2.2%
35–3547192
11MameeMamee
1.4%
25–251458
12Lucky Me!Monde Nissin
1.2%
35–353570
13Master KongTingyi
1.2%
35–353570
14PotenceePascual Laboratories
1.2%
3525353535
15Wai WaiThai Preserved Food Factory
1.1%
28–372861
16Mr. PotatoMamee
1%
35–353535
17Uni-PresidentJinmailang
1%
25–602525
18Mie SedaapWings Food
0.9%
25–252550
19AcecookAcecook Vietnam
0.8%
12–431247
20VifonVifon
0.8%
35–322020

Questions about AI convenience & ready-to-eat recommendations

Which convenience & ready-to-eat brand does ChatGPT recommend most?
ChatGPT recommends Nissin most often for convenience & ready-to-eat. Across all assistants, Nissin leads with 19.6% of recommendations.
Which convenience & ready-to-eat brand is improving fastest?
Maruchan has the strongest momentum among challengers: AI names it first in 18 of 40 answers where it appears, while holding 7.3% 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.

Convenience & Ready-to-Eat: AI rankings by country

Covers: Instant Noodles.

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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