We have heard all of them.
This is a pre-order. Why should I pay before the product exists?
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Fair question. Three reasons: you get the lowest price ever available, you directly shape what gets built through the beta process, and we have made explicit legal commitments on delivery timeline. If we miss the 90-day beta or 180-day v1.0 date you get a full refund. The risk is bounded and documented in our Terms.
Why not just trust the AI providers?
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Even leading AI platforms state that inputs may be used for model training depending on your account settings. You remain legally and professionally responsible for what you share. Hoping they do not log it is not a data governance strategy.
Can I just manually remove sensitive data myself?
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You can. You will miss things every single time. An email buried in paragraph four. A client name in a footnote. GhostPrompt catches what your brain skips, in under a second, with a manifest you can verify.
How do I know you are not collecting data?
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You do not need to trust us. Monitor your network traffic while using GhostPrompt and nothing document-related will leave your device. No cloud infrastructure exists. License validation sends only an anonymous device hash, never document content.
What if this never ships?
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If GhostPrompt is discontinued before delivery, all pre-order purchasers receive a full refund within 30 days. This is stated explicitly in the Terms you agree to at checkout. Your money is not at risk of disappearing without recourse.
Does
GhostPrompt work with any AI tool, or only specific ones?
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It works with every AI tool that exists or will exist, including ChatGPT, Claude, Gemini, Microsoft Copilot, Perplexity, Grok, and any future tools. Because GhostPrompt sanitizes content before you paste or upload it, the AI tool never knows GhostPrompt was involved. There is no integration required, no plugin to install for each tool, and no dependency on any AI provider's API.
What types of sensitive entities does
GhostPrompt detect?
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The first release will cover the most common categories: people's names, organization names, dates, financial figures, email addresses, phone numbers, physical locations, and custom terms you define. Additional entity categories, including legal identifiers, medical terms, and structured data patterns, will be added in subsequent releases based on what founding members actually need. You will always know what ships in each release before it does.
What happens if
GhostPrompt misses a sensitive entity?
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GhostPrompt significantly reduces exposure but does not guarantee 100% detection. If it misses something, that entity goes to the AI as-is. This is why we are honest about being a risk-reduction tool rather than an absolute safeguard. You remain responsible for reviewing content before sharing with any AI platform. The replacement manifest shows you exactly what was detected and replaced, so you can spot any gaps. Anything missed can be added to your permanent custom entity library so it is caught next time.
Can my organization deploy
GhostPrompt without IT involvement?
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Yes. GhostPrompt requires no server configuration, no cloud provisioning, and no network policy changes. Each installation is self-contained on the user's device. Licenses can be distributed and individuals can install independently without IT configuration. For organizations that want centralized deployment, we will support enterprise distribution methods. Individual install works without any IT involvement at all.
How is
GhostPrompt different from just manually redacting documents?
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Manual redaction fails under time pressure, is inconsistent across team members, leaves no audit trail, and cannot restore originals after the AI responds. GhostPrompt detects entities your manual review misses, replaces them consistently, holds a local manifest of every substitution, and restores originals in one click. The restore loop is the part no manual process can replicate. It makes the sanitize, use, restore cycle practical enough to become a daily habit.
Is this useful even if my AI provider claims not to train on my data?
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Yes, for several reasons. First, provider policies can change. What is true today may not be true after a terms-of-service update. Second, even with no-training guarantees, your data is still transmitted to and processed on their servers, creating exposure to breaches, subpoenas, and policy failures outside your control. Third, many employees use personal AI accounts that carry no enterprise data protections at all. GhostPrompt removes the data before transmission so none of these risks apply.
What is the restore loop and why does it matter?
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The restore loop is what makes GhostPrompt useful rather than just compliant. After the AI responds to your sanitized input, you paste the AI output back into GhostPrompt. It automatically swaps every stand-in placeholder back to the real entity using the locally held replacement map, so the AI output you work with contains your real client names, dates, and figures, not the fictional ones that were sent. No other tool closes this cycle. Without it, you would have to manually re-insert real information into every AI response, which is slow and error-prone.
How do pricing phases work? Why is Phase 1 cheaper?
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Each phase reflects the level of development risk you are taking on at the time of your purchase, not just how many people have bought before you. Phase 1 (Founding Member) is open while GhostPrompt is in early development with no beta yet shipped. Phase 2 opens after the beta is live and core functionality is validated. Phase 3 opens as we approach full launch. Phases advance on development milestones. Founding Members are paying less because they are backing something that does not fully exist yet, which is a genuine risk. Phase 3 buyers pay more because the product exists and the risk is lower. Every phase gets the identical finished product.
