Start with an untouched sample
Copy the exact value into a preserved reference and a separate working copy. Record where it came from and what failed: visual equality, copy and paste, search matching, a URL, a form rule, or a parser. Also note whether emoji, joiners, variation selectors, width forms, and non-Latin scripts are valid for that field.
Make invisible differences reviewable
Use hex-unicode-converter to expose a code-point-oriented representation. Use emoji-extractor to list emoji and positions, special-character-validator for punctuation and symbols, and text-fake-detector for heuristic clues about invisible characters, unusual spaces, and common homoglyphs. These are diagnostic signals. They do not establish that a multilingual character is wrong.
Branch before changing the text
If the value is a domain, compare the human-readable label with the ASCII result from punycode-encoder, and use punycode-decoder to inspect an existing ASCII label. If the issue is width, choose exactly the direction required by the consumer. Neither branch is a general security or application-compatibility proof.
Keep cleanup explicit
Apply zero-width-remover or text-emoji-remover only to the working copy after deciding what may be deleted. Preserve whitespace when it carries layout meaning and be careful with joiners that form emoji sequences. Never turn a detector's suggestion into an unreviewed replacement.
Verify the boundary that actually failed
Repeat the diagnostic tools and compare before-and-after representations, counts, and intended emoji. Then test the candidate in the real search box, URL parser, form, or downstream parser. Accept it only when the observed behavior is corrected and every remaining character difference is explained.