Built to be
worthy of your trust.
ProofSignals is designed from the ground up to protect honest feedback, keep private things private, and make manipulation structurally difficult.
Privacy by Default
Private by default. Public by choice.
You control exactly what becomes visible, and to whom. Nothing is shared without your explicit decision.
AI Boundaries
AI helps. Humans decide.
AI assists with listing quality and feedback organization. It never writes feedback, authors reviews, or generates praise on anyone’s behalf.
✅ AI is used for
✓Generating asset listing drafts from your inputs
✓Detecting and suggesting the right asset category
✓Framing your target audience clearly
✓Suggesting useful feedback lenses (clarity, trust, pricing, etc.)
✓Checking listing quality and flagging vague descriptions
✓Clustering themes across human feedback you've received
✓Extracting action items from human feedback
✓Detecting contradictions in feedback patterns
🚫 AI is never used for
🚫Writing feedback on behalf of reviewers
🚫Auto-rating assets as if a human reviewed them
🚫Drafting public testimonials or endorsements
🚫Generating reciprocal-review prompts
🚫Optimizing flows that could manipulate external engagement
🚫Creating fake reviews or synthetic praise
How We Prevent Abuse
Trust built into the structure
🔒
Feedback is private by default
No feedback is ever public unless you explicitly choose to publish it — and only with the appropriate approval controls.
🔀
Intelligent matching prevents gaming
Degrees-of-separation controls, duplicate prevention, and category awareness make manipulation structurally difficult.
🤖
Automatic phrase detection
Hard-blocked and soft-flagged language patterns prevent review-swap solicitation and engagement coordination.
👤
No anonymous feedback
All feedback is tied to verified member accounts. Identity accountability raises the quality bar for everyone.
⚖️
FTC-aligned design
No incentivized posting. No gating. No rewards tied to external review behavior. Designed to comply with FTC disclosure guidelines.
🛡️
Moderation team
Human moderators review flagged content, investigate reports, and handle enforcement — AI assists but does not decide.
🚨
See something? Say something.
If you see manipulation attempts, fake feedback, or suspicious behavior, report it directly from the member profile or match panel. Every report is reviewed by a human moderator.
🛡️
Join a network
designed to be trustworthy.
Private by default. Human-first. AI-assisted only where it helps — never where it harms.