Add Fuzziness to Text

The Add Fuzziness to Text tool distorts plain text by applying controlled randomness. Choose a fuzziness level and toggle options like random casing, character swaps, and symbol injections. The output updates instantly and is ideal for obfuscation or generating noisy variants for testing.

Paste your input above or import a file below.
No file chosen
Supported file types: .txt
Options
Random case
Swap characters
Inject symbols
Fuzziness Level

How to Use:

  1. Paste or import your text into the input box.
  2. Use the toggles to enable features:
    • Random Case: Mix uppercase and lowercase letters randomly.
    • Swap Characters: Randomly switch adjacent characters.
    • Inject Symbols: Insert symbols like *, #, % at random points.
  3. Choose a fuzziness level:
    • Low: Subtle distortion
    • Medium: Moderate distortion
    • High: Heavy distortion
  4. The output updates live. You can also press “Add Fuzziness” to reapply.
  5. Use “Copy Output” or “Export to File” to save your results.
  6. Use “Clear All” to reset everything.

What Add Fuzziness to Text can do:

  • Randomizes character casing with optional toggle
  • Swaps nearby characters unpredictably to mimic typos
  • Replaces common letters with similar-looking symbols (e.g., e → 3, a → @)
  • Inserts special characters randomly throughout the text
  • Lets you adjust the intensity with three fuzziness levels
  • Fully supports styled input, file import, instant preview, copying, and export

Example:

Input:
The quick brown fox jumps over the lazy dog.

Output (High fuzziness, all options on):
tH3 qU!cK bR0wN F0x JUmP$ ~Ov3R tH3 l@zY D0g.

Common Use Cases:

This tool is great for generating obfuscated versions of readable text for anti-spam systems, CAPTCHAs, fuzzy testing tools, or simulated corruption scenarios. Developers can use it to test robustness against malformed inputs, while writers might find it useful for creative effects or data masking purposes.

Useful Tools & Suggestions:

Once you’ve added fuzziness, Create Text Typos can layer on even more randomness great if you’re testing autocorrect systems or simulating user error. And if things get too messy, Highlight Words in Text helps you spot what changed so you can clean it up if needed.