Q: Does this use AI to process text?
A: Core cleanup is rules-based and does not use cloud AI processing. The optional grammar checker uses a browser-based WebAssembly asset, not a cloud AI service.
Q: Is my text private and secure?
A: Core cleaning is designed to happen in your browser without uploading pasted text. Optional grammar checking may load a browser-based Harper.js asset when enabled. For highly sensitive material, use Ultra Privacy mode and review your browser/extension environment.
Q: What makes this different from other text cleaners?
A: We focus on AI-style pattern reduction using practical, rules-based editing patterns. The tool targets common linguistic markers associated with machine-like writing, while core cleanup stays in the browser.
Q: What AI-style wording can Jupiter Text Cleaner help reduce?
A: It can reduce common AI-style wording patterns such as formal filler, repeated transition phrases, overused words, overly polished phrasing, repetitive sentence rhythm, and hidden formatting artifacts often found in copied or AI-assisted drafts. It is rules-based, so it helps with review and cleanup rather than guaranteeing a specific detector result.
Q: Does this remove non-obvious AI text artifacts?
A: It can help with less visible issues such as zero-width spaces, non-breaking spaces, Unicode formatting marks, smart punctuation artifacts, repeated wording, and overly uniform constructions. These issues are useful to clean because they can affect readability, formatting, copying, and downstream review.
Q: What are prompt/script risk diagnostics?
A: Prompt/script risk diagnostics are rule-based checks for suspicious instruction overrides, hidden-instruction phrases, prompt metadata, script-like tags, browser payloads, encoded content, and possible data-exfiltration instructions. The app counts and highlights findings for review; removal of entire flagged lines is optional and controlled by you.
Q: Does prompt-injection screening guarantee that text is safe?
A: No. It is a practical warning system, not a security scanner or malware sandbox. It catches many common patterns, but unfamiliar, obfuscated, multilingual, fragmented, or context-dependent instructions may be missed. Legitimate technical examples can also be flagged. Treat findings as reasons to inspect the original text, and do not paste untrusted content into sensitive systems solely because this tool reports zero risks.
Q: How accurate is the grammar checker?
A: The optional Harper.js checker catches many common spelling, agreement, punctuation, and style issues within the limits of a free browser-based tool. It may miss valid problems, misunderstand names or specialist terminology, and occasionally suggest a change that does not fit the intended meaning. Review suggestions before applying them and proofread important documents manually.
Q: How does the transcript cleaner help?
A: Transcript cleanup removes common transcript clutter such as timestamps, SRT/VTT timestamp ranges, numeric cue lines, and broken continuation lines. It is intended to make spoken text easier to read while preserving the actual content.
Q: Can I use this for commercial purposes?
A: Yes! The tool is free to use for any purpose. The JSON export is particularly useful for integrating into commercial applications and workflows.
Q: How effective is the AI-style pattern reduction?
A: It is effective for many common, obvious AI-style markers. However, detector systems evolve continuously, so results vary by tool, document type, and writing domain. Always do a manual review before final use.
Q: Can this tool guarantee text will pass AI detection?
A: No. This tool improves text quality and reduces obvious machine-like patterns, but it cannot guarantee detector outcomes. Use it as part of a broader workflow that includes prompt quality, fact checking, and human editing.
Q: What's the difference between Enhanced and Ultra Privacy modes?
A: Enhanced mode includes optional grammar checking that may download a Harper.js WebAssembly/browser asset. Ultra Privacy mode disables that optional grammar resource path.
Q: Does the grammar checker send my text to servers?
A: Harper.js is intended to run locally in your browser after its asset loads. The app does not intentionally send your text to a grammar-checking server.
Q: Can I customize the cleaning rules?
A: Yes! You can enable/disable individual cleaning options and save your preferences for future use. The tool is highly customizable.
Q: What file formats can I download?
A: You can download as plain text (.txt), formatted HTML (.html), or a JSON report (.json). The JSON report includes processing details, settings, diagnostics, original text, and cleaned text.
Q: Can I import a file?
A: Yes. Use "Import TXT" to load a local plain-text file into the input area. The app checks file type, empty files, and size before importing.
Q: What do the diagnostics mean?
A: Diagnostics are rule-based signals for review. They count hidden/special characters, possible prompt/script risks, AI-style wording, and optional readability items such as long sentences or very long words. They do not guarantee quality, safety, or detector outcomes.
Q: What does Show Diff do?
A: Show Diff displays a simple before/after line comparison after cleanup. It is meant as a quick review aid, not a full document redline system.
Q: Is there a limit on text size?
A: Yes, there's a 1MB limit per text to ensure good performance and prevent abuse. Most documents are well under this limit.
Q: How do I report bugs or request features?
A: Contact us at contact@jupitersbusiness.com with details about the issue or feature request.
