What Happens to Text You Translate Online

Most people never check. Here's what actually happens after you hit translate.

Translation Technology · 7 min read

Pasting a paragraph into a translation tool feels disposable, like the text disappears once you've read the result. Depending on the service, that's not always true. Here's what's actually worth knowing before you translate something sensitive.

Where the text actually goes

When you submit text to an online translator, it travels to a server, gets processed by a translation model, and the result comes back to your browser. What happens to your original text after that depends entirely on the service's own policy. Some discard it immediately after processing. Others retain it temporarily for quality monitoring. A smaller number use submitted text to help train future versions of their models, meaning your text could, in aggregate and stripped of identifying details, influence how the system translates other people's text later.

What to check before translating something sensitive

Does the privacy policy mention data retention?

Look specifically for how long submitted text is stored, not just whether the service collects it. "We don't sell your data" and "we don't store your data" are different claims.

Is the text used for model training?

Some free tools fund their service partly by using submitted text to improve their models. This is usually disclosed in the privacy policy under a section about data usage or improvement of services.

Is an account required?

Tools that require an account can link your translation history to your identity. Tools that work without sign-up generally have less ability to tie submitted text back to a specific person.

Where is translation history stored?

Some tools keep a history of past translations server-side, tied to your account or device. Others keep history only in your browser, meaning it never leaves your device at all.

Categories of text worth being cautious with

Text typeCaution level
Casual messages, menus, social postsLow, generally fine for any translator
Business correspondence with proprietary detailsMedium, check the tool's data policy first
Legal contracts or NDAsHigh, consider a tool with no data retention or a human translator under confidentiality
Medical records or personal health informationHigh, many jurisdictions have specific rules about where this data can be processed
Government IDs, passwords, financial account numbersDon't translate text containing these at all; redact first
A simple rule of thumb: if you wouldn't paste the text into a public forum, check the privacy policy of the translation tool before pasting it there either. Not all free tools handle data the same way, and the differences matter more for business or legal documents than for everyday conversation.

What to look for in a translator's privacy practices

DR
Daniel Reyes
Localization editor, Meguro English

Daniel spent eight years in software localization before joining Meguro English, where he writes about how translation technology actually behaves in practice. He focuses on machine translation, evaluation, and the privacy side of online tools. How we write and review.

Meguro English doesn't require an account, and translation history stays in your browser only.

Read the Privacy Policy

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