This tool uses deterministic rules, not a remote AI model. Review output before publishing or sending.
This tool uses deterministic rules, not a remote AI model. Review output before publishing or sending.
Copying from PDFs, chats, and office documents often brings hidden characters along for the ride. Soft hyphens, zero-width joiners, smart quotes, and repeated spaces can break search, JSON parsing, or plain-text exports even when the text looks fine at first glance.
A good cleanup workflow removes formatting noise while keeping the actual words intact. That matters when you are preparing subtitles, product descriptions, or code comments, because one stray line break or invisible symbol can be harder to spot than a spelling mistake.
PDFs inject soft hyphens, Word adds smart quotes, and chat apps insert zero-width joiners — each breaks search indexes or JSON parsers until cleaned.
Choose rules such as trimming outer whitespace, collapsing repeated spaces, straightening smart quotes, or removing zero-width characters. The preview updates so you can compare input and output side by side.
Useful after copying from PDFs, chat apps, or web pages where invisible characters break parsers or CMS fields.
Normalization runs entirely on your device. Text never leaves the browser for cleaning.