AI assistants most often recommend Freee for expense management software in 🇯🇵 Japan (日本語), naming it in 100% of the buyer questions we tested, followed by Zoho Books and Money Forward. We asked an AI model the questions buyers ask about expense management software and tallied which brands it named most — "share of voice" in AI answers, who AI recommends when no human is watching.
| # | Brand | AI share of voice |
|---|---|---|
| 1 | Freee | 6/6 (100%) |
| 2 | Zoho Books | 6/6 (100%) |
| 3 | Money Forward | 4/6 (67%) |
| 4 | Money Link | 2/6 (33%) |
| 5 | Notion | 2/6 (33%) |
Method: 6 representative buyer questions via a large language model, 🇯🇵 Japan (日本語). Updated 6/25/2026. A proxy for how AI assistants describe this category.
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