Translation vs. Localization for Japan: What 24 Machine-Translated Terms Miss

A laptop charger with a European plug and a travel adapter on a wooden desk, with a Japanese wall socket behind them

Many companies entering Japan start by translating their site. It is the obvious first step, and machine translation into Japanese is now widely used: when DeepL opened its first office outside Europe, in Tokyo in 2023, it described Japan as its second-largest market. The Japanese these tools produce is usually correct. Whether anyone in Japan searches for it is a separate question, and it largely decides whether the page is ever found.

On October 7, 2026, we tested that question directly. We took 24 English category terms of the kind that end up in title tags and headings, ran them through Google Translate, and compared how often Japanese users search for each translation with how often they search for the phrasing they actually use. For 19 of the 24, the translation was not the term Japanese searchers use. The median gap was 38 times.

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The short answer

Translation and localization fail in different ways. A translation is checked against the original; a localized page is checked against the market. In search, that difference can be counted.

In our test, Google Translate produced the most-searched Japanese phrasing for 5 of 24 terms. For the other 19, the term Japanese users type was searched far more often than the translation, and 11 of the translations had ten or fewer searches a month, or none we could measure.

Our practical rule follows from that. Translate the pages people read after they have already found you: terms, documentation, specifications. Localize the pages that have to be found: category names, product pages, title tags and headings. Write the pages that have to persuade in Japanese from the start: comparisons, guides, landing pages. Google does not penalize a page for being translated. The cost of skipping localization is quieter: a correct page that targets words few people type.

Translation, localization and transcreation

The W3C’s internationalization guidance defines localization as adapting a product or its content to the language, culture and other requirements of a particular market. That covers date and number formats, currency, symbols and legal requirements as well as text, so translation is only one part of it. Transcreation goes further and rewrites the message for the new audience. The American Translators Association puts it neatly: “Transcreation is to translation what copywriting is to writing.”

For search, there is a narrower and, in our view, more useful distinction. A translation is judged by whether it means the same thing as the source. A localized page is judged by whether it uses the words the market searches with. A translation can pass the first test perfectly and fail the second, and the 24 terms below show how often that happens.

How we ran the test

We fixed the list of 24 terms before looking at any results: 12 B2B software categories and 12 consumer categories, chosen because they are the kind of phrase a foreign company puts in a page title or its navigation. No term was swapped out after we saw its numbers.

Each term went through the web version of Google Translate on October 7, 2026, logged out, using the default model. Re-running with the “classic” model gave identical output for all 24. For each term we then listed two to four Japanese candidates, the translation plus the common native alternatives, before pulling any volumes. Monthly search volumes for Japan in Japanese came from Rakko Keyword, a Japanese keyword tool whose figures are estimates built on Google Ads data, averaged over the twelve months from September 2025 to August 2026.

Where a translation returned no data, we counted it as 10, the lowest value the tool reports, so the gaps for those terms are lower bounds. Where the English could mean two things (time tracking can mean attendance or project hours), we used the reading with the smaller gap.

What the test showed

The table lists every term, B2B software first and consumer categories second. Japanese is shown as Google Translate and Japanese searchers write it, with a short gloss where the meaning differs.

English termGoogle TranslateSearches / monthWhat Japanese users searchSearches / month
e-signature電子署名6,600電子署名 (same)6,600
expense management software経費管理ソフトウェアno data経費精算システム (expense reimbursement system)1,900
time tracking software時間追跡ソフトウェア10勤怠管理システム (attendance management system)8,100
customer data platform顧客データプラットフォーム20CDP ツール (CDP tool)210
password managerパスワードマネージャー301,000パスワードマネージャー (same)301,000
project management softwareプロジェクト管理ソフトウェア90プロジェクト管理ツール (project management tool)2,400
invoicing software請求書発行ソフトウェアno data請求書作成アプリ (invoice-making app)880
applicant tracking system申請者追跡システム0採用管理システム (recruitment management system)1,300
web conferencingウェブ会議590web会議 (same words, “web” in Latin letters)4,400
employee engagement platform従業員エンゲージメントプラットフォームno dataエンゲージメントサーベイ (engagement survey)5,400
help desk softwareヘルプデスク ソフトウェア10問い合わせ管理システム (inquiry management system)260
social media management toolソーシャルメディア管理ツール10SNS管理ツール (social media management tool, written with “SNS”)140
budgeting app予算作成アプリ10家計簿アプリ (household ledger app)60,500
meal kit deliveryミールキットの配達no dataミールキット (meal kit)14,800
running shoes for beginners初心者向けのランニングシューズ10ランニングシューズ 初心者 (running shoes, beginner)6,600
skincare routineスキンケアルーチンno dataスキンケア 順番 (skincare, order of steps)27,100
language learning app語学学習アプリ480語学アプリ (language app)1,000
standing deskスタンディングデスク9,900昇降デスク (height-adjustable desk)27,100
noise cancelling headphonesノイズキャンセリングヘッドフォン6,600ノイズキャンセリングヘッドフォン (same)6,600
protein powderプロテインパウダー1,300プロテイン (protein)201,000
pet insuranceペット保険40,500ペット保険 (same)40,500
resume template履歴書テンプレート135,000履歴書テンプレート (same)135,000
travel eSIMトラベルeSIM70海外eSIM (overseas eSIM)12,100
online therapyオンライン治療90オンラインカウンセリング (online counseling)4,400
Google Translate output (October 7, 2026) against the most-searched Japanese phrasing. Volumes are 12-month averages for Japan, September 2025 to August 2026.

Five translations matched: e-signature, password manager, noise-canceling headphones, pet insurance and resume template. In each case Japanese had already settled on a direct equivalent or a loanword, so the dictionary answer and the market answer were the same. The very large figure for password manager probably reflects people looking for the one built into Chrome.

Across all 24 terms the median gap was 37.8 times: 26.4 for the B2B terms and 101.8 for the consumer terms. Sixteen of the 24 had a gap of ten times or more. Some native terms are broader than the translation (プロテイン covers far more than protein powder), but swapping in narrower alternatives such as ホエイプロテイン, whey protein, still left a median gap of 32.4 times.

Five ways a correct translation misses

The 19 misses fell into five patterns. The first tends to do the most damage and the last the least.

The concept has a different name in Japan

“Budgeting app” translates to 予算作成アプリ, an app for drawing up budgets, searched about 10 times a month. Japanese users looking for that product search 家計簿アプリ, a household-ledger app, 60,500 times. Expense management becomes 経費精算, expense reimbursement, partly because that is the task Japanese companies buy the software for. A travel eSIM is a 海外eSIM, an “overseas” eSIM: 12,100 searches against 70.

Two translations shifted meaning. “Applicant tracking system” came back as 申請者追跡システム, where 申請者 is someone applying for a permit or filling out a form, not a job applicant. It had no measurable searches, while HR teams search 採用管理システム 1,300 times a month. “Online therapy” became オンライン治療, which reads as online medical treatment; the term people use is オンラインカウンセリング. In a health category, that shift can also change how the page is read and which rules apply to it, a point we cover in YMYL supervision in Japan.

“Software” is often the wrong suffix

Japanese B2B buyers rarely search ソフトウェア, the literal word for software. They tend to search ツール (tool) or システム (system). プロジェクト管理ソフトウェア had 90 searches a month; プロジェクト管理ツール had 2,400. Help desk software came back as ヘルプデスク ソフトウェア with 10 searches, while buyers search 問い合わせ管理システム, an inquiry management system, 260 times.

Same words, different script

Japanese mixes scripts within a single phrase, and the choice can change volume. Google Translate wrote web conferencing as ウェブ会議, with “web” in katakana. Japanese users more often type web会議, with “web” in Latin letters. Same meaning, 590 searches against 4,400. We treat script variants as their own step in Japanese keyword research.

The shorter or more familiar word often wins

A loanword is not automatically the natural choice. スタンディングデスク, the katakana for standing desk, gets 9,900 searches; 昇降デスク, a height-adjustable desk, gets 27,100. Protein powder is usually プロテイン in everyday Japanese, and skincare routine is searched as スキンケア 順番, the order in which to apply products.

Sentence-shaped translations

“Running shoes for beginners” came back as a well-formed phrase, 初心者向けのランニングシューズ. People search the fragments instead: ランニングシューズ 初心者. This is probably the least serious pattern, because Google matches meaning rather than exact strings, and a page using the full phrase can still rank. We include it because sentence-shaped titles are where machine-translated pages are easiest to spot.

What Google says about translated pages

Google does not treat translation as spam on its own. Its spam policies, last updated on August 28, 2026, mention translating as one of the “automated transformations” used in scaled content abuse, where content taken from elsewhere is turned into large numbers of pages that add little. In our reading, translating your own content for a market you actually serve is a different act.

The closest thing to direct guidance came in Google’s June 2024 office hours. Asked about AI-translated pages, John Mueller said there is no special markup for declaring them, that a site should let them be indexed if it is confident in their quality and use noindex if it is not, and that “a good localization is much more than just a translation.” Gary Illyes, in the same session, said low-quality translations could affect how a site ranks and recommended review by a native speaker. Google’s documentation on localized versions adds that pages count as duplicates only if their main content remains untranslated.

So the main risk is not a penalty. It is a translated page that is indexed, reads correctly, and targets words few people in Japan type.

Do Japanese buyers notice?

The research that exists suggests they do, and more than most. CSA Research’s 2020 survey of 8,709 consumers in 29 countries found that 76% prefer to buy products with information in their own language. Among Japanese respondents the figure was 90%. Asked whether a global brand name outweighed information in their own language, Japanese respondents were the least persuaded of any country, at 50%. CSA’s earlier survey of ten non-English-speaking countries, in 2014, found that more than 70% of consumers in Japan bought only from websites in their own language.

There is a less obvious cost as well. Japan’s National Consumer Affairs Center lists unnatural Japanese among the signs of a suspicious online shop. Wording that reads like a translation does more than miss searches: to a careful Japanese buyer it can resemble the sites they have been warned about.

Which pages to translate, localize or write from scratch

Not every page needs the same treatment. In our view, the deciding question is whether a page has to be found through search, or is read by people who have already found you.

PageApproachWhy
Terms of service, privacy policyProfessional translation with legal reviewThe meaning must match the original, and few people find you through these pages
Pages Japanese law expects, such as the seller disclosure for online sales under the Act on Specified Commercial TransactionsWrite for JapanThere is usually no English original to translate
Help center, API documentation, specificationsMachine translation with an agreed term list and native reviewReaders are already users, so consistency matters more than search phrasing
Category names, navigation, title tags, H1sLocalize from Japanese search dataThis is where the 19 misses in our test would land
Product and landing pagesLocalize the terms, transcreate the copyThey have to be found first and then persuade
Guides, comparisons, articlesWrite in Japanese from the startThe structure, examples and evidence should suit a Japanese reader

Company information pages sit somewhere in between: Japanese buyers tend to expect a particular set of facts in a particular order, which we describe in the Japanese company profile page. For articles, the writing standard we work to is in writing Japanese SEO content.

A workflow that puts translation where it belongs

The test points to one step many teams skip: deciding the Japanese terms before anything is translated.

Start with a term list. For every product, category and feature name that will appear in titles, headings or navigation, write down the Japanese candidates and check the search volume and the results page for each. For most sites the list runs to dozens of terms rather than thousands, which makes it a small job next to translating the site itself.

Then translate the pages in the translation rows above, and load the agreed terms into your translation tool’s glossary so the same choice is applied everywhere; DeepL and Google Cloud Translation both support glossaries. Before anything else goes to review, have a native speaker check titles, headings, the first sentence under each heading and calls to action.

Finally, check the result in Search Console. Its query report shows the Japanese terms your pages actually appear for, and if those differ from the terms you chose, the market is telling you something. Search Console does not include Yahoo! JAPAN, so look at Yahoo! referrals in your analytics as well.

Common questions

Three questions often come up when we show this data.

Would DeepL have done better than Google Translate?

We tested Google Translate only, so we cannot say for this list. Most of the translations themselves were not wrong, though. A translation tool returns the closest equivalent in meaning, while the word a market uses for a product is a fact about that market. It has to be looked up, not translated.

Should we noindex machine-translated pages?

Google’s own answer is to noindex them if you are not confident in their quality. Our view is narrower. Pages nobody has reviewed should not be indexed, and the pages that need to be found should be reviewed and localized rather than hidden.

Our buyers read English. Do we still need to localize?

The CSA figures above suggest Japanese buyers weigh information in Japanese more heavily than buyers in most countries. Even when the final decision-maker reads English, in our work the people who research suppliers and build the shortlist search in Japanese, and that is where the terms in this article apply.

Working on Japan?

Nihongo Search is published by Amanaut, Inc., a small Japanese SEO and content company in Tokyo working with companies entering the Japanese market. The method behind the term list is in Japanese keyword research, and the full sequence is in our guide to SEO in Japan. More about how we work.

Sources

The term test is our own. Everything else comes from the sources below.

Last reviewed: October 2026.

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Author

Founder and CEO of Amanaut, Inc., a Japanese content and SEO company, and a content director at Willgate since 2023. Holds SEO Certification Level 1 (All Japan SEO Association). Writes and edits Nihongo Search.

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