85Grade B
Compared with a launch-ready public page.
RiskReady
Priority fix order below
Launch with proof, not vibes
Find launch trust issues before traffic hits.
Check for pre-consent trackers, missing legal paths, unlabeled forms, weak headers, and AI-written claims before the first real visitor finds them.
Preview issues now. No account needed. Create a free workspace when you want the official score, AI Fix Prompt, saved packet, and re-scan history.
38+ pages scanned 136+ issues caught 13 domains covered TrustDebt self-scan passed
No-account quick scan $29 proof packet AI Fix Prompt included
Sample dashboard audit packetSample launch packet
0Critical blockers
3Packet fixes
3Review
Compared to a clean reject-all flow.
Consent and tracker evidence
Needs cleanup70-89
Usable, but unresolved warnings or a critical issue can still hurt buyer confidence.
AI-readable answer
What is TrustDebt?
TrustDebt is a pre-launch trust QA tool for AI-built apps. It scans public launch pages for visible consent, tracker, accessibility, legal-link, security-header, and risky-claim issues before founders send paid traffic or client work live.
Best for
TrustDebt is best for founders, agencies, no-code builders, and micro-SaaS teams using Cursor, Lovable, Bolt, Replit, Webflow, Framer, Bubble, or v0 to ship quickly.
What it proves
Each scan produces a score, issue list, evidence summary, and AI Fix Prompt. Paid audits add a written ship, fix-first, or do-not-send-traffic decision packet.
What it does not prove
TrustDebt is not legal advice and cannot automatically verify private backend rules, RLS, payment webhooks, database access, or jurisdiction-specific compliance.
Risk detection, not legal advice
Bubble, Lovable, Replit, Cursor
AI Fix Prompt included
PDF evidence packet
Public scan + manual checklist
Honest audit scope
Automated scan for public trust. Manual audit for backend launch risk.
TrustDebt does not pretend to see private backend rules from the outside. It separates public automated evidence from manual launch-risk review.
Public trust layer
- Consent and tracker evidence
- Privacy, terms, and contact links
- Visible form-label evidence
- Alt text and accessibility basics
- Security headers and public snapshot
Backend launch-risk checklist
- RLS, privacy rules, and data access
- Auth edge cases and expired links
- Stripe webhooks beyond checkout success
- Duplicate workflows and database structure
- Error logging, N+1 searches, exposed keys
What it catches
A focused trust check before traffic hits.
TrustDebt looks for the visible launch problems that make a no-code or AI-built app feel risky, unfinished, or hard to trust — and points backend risks to a manual audit.
Consent and trackers
Cookie banners, ad pixels, analytics, and reject-all behavior that may not match the promise.
Privacy and legal links
Missing privacy, terms, contact paths, and claims that should be reviewed before launch.
Accessibility friction
Images without alt text and unlabeled form fields that can block real buyers.
Security signals
Baseline response headers, third-party hosts, and public evidence that deserve attention before collecting leads.
Manual audit triggers
RLS, auth edge cases, Stripe webhooks, duplicate workflows, database structure, and exposed keys are flagged as manual review items.
Dashboard packet preview
The full founder packet now lives in the dashboard.
The homepage shows the promise. The dashboard now holds the free starter packet: latest scan score, blockers, fix order, AI Fix Prompt, and launch decision. Launch Audit unlocks the polished PDF export.
Live score snapshot Top blockers AI Fix Prompt Export-ready checklist
Free packet: score, blockers, fix order, and AI Fix Prompt.Launch Audit: export-ready proof packet PDF for launch day.
85/B sample score, 0 blockers, 3 fixes, and the prompt ready where the work happens.
Hero preview stays aspirational without repeating the full product surface below the fold.
Public sample remains the static reference for buyers who need to see the final deliverable.
Free scanDashboard packetLaunch decision
Pricing
Start with a free packet. Upgrade when you need export-ready proof.
Pricing built around launch risk: a free starter dashboard packet, paid proof-packet export, and recurring monitoring for serious builders.
Free Scan
$01 domain · 3 scans
For checking one AI-built launch page and keeping a starter dashboard packet.
- One domain only
- Browser evidence scan
- Starter dashboard packet
- AI Fix Prompt
Launch Audit
$291 domain · one-time launch proof packet
For founders who need a full proof packet PDF before ads, Product Hunt, investor updates, or client handoff.
- Full proof packet PDF
- Top 5 priority fixes
- Manual audit checklist
- Founder approval checklist
Founder
$19/mo10 domains · 25 scans/month
For founders who need recurring scan capacity, PDF exports, and weekly trust drift monitoring.
- Catch trust drift before customers do
- New tracker appeared after an AI edit
- Security header removed during a deploy
- Privacy or contact link disappeared
- New form launched without a policy link
Agency
$49/mo25 domains · 250 scans/month
For agencies shipping AI-built pages that need client-ready evidence before handoff.
- Weekly monitoring
- Client launch room
- Client-ready exports
- Deploy-preview gate
Automated risk detection. Not legal advice, compliance certification, or lawsuit protection.
Why paid audits are worth it
The price is justified by the launch decision, not the scan.
Free scans surface visible trust issues and create a starter dashboard packet. Paid packets add export-ready packaging, manual review structure, fix sequencing, and a re-check path before launch or handoff.
Free starter packet
Dashboard packet with score, blockers, evidence summary, top fixes, and AI Fix Prompt.
Launch Audit
Full proof packet PDF with severity, top fixes, manual backend-risk checklist, and launch decision summary.
Agency launch room
Client-ready evidence, approval checklist, deploy-preview gate, and recurring scan history for handoff work.
Founder monitoring
Re-scan after fixes and catch trust drift before the next launch, ad campaign, or client handoff.
Positioning
Not another cookie banner tool.
TrustDebt sits between cheap scanners and expensive compliance suites: practical launch QA for AI-built sites, with evidence a builder can act on.
Cookie / CMP tools
Consent banners, cookie lists, and consent logs.
Useful after you choose a consent stack — weak at launch QA across accessibility, legal links, headers, and AI mistakes.Accessibility widgets
Overlays, accessibility monitoring, and remediation workflows.
Important, but usually priced for accessibility alone and not tuned for full launch trust evidence.TrustDebt
Public-page trust scan, manual launch checklist, evidence packet, and AI Fix Prompt.
Built for founders and agencies shipping no-code or vibe-coded MVPs that need proof before ads or handoff. FAQ
Trust monitoring without fake legal promises.
TrustDebt is built for practical pre-launch QA: find issues, collect evidence, and give builders the prompt they need to fix the page before traffic arrives.
Browser evidence Verified email quotas Exportable reports
No. TrustDebt detects risk and produces remediation guidance. It is not legal advice and does not certify full compliance.
AI site builders make launch pages faster, but they also make it easy to ship fake banners, missing labels, hallucinated legal claims, and forgotten trackers.
The v1 scanner captures browser evidence when available, checks HTML and headers, saves reports, exports text/PDF/CSV, supports client launch-room packets, and produces an AI Fix Prompt.
No. Those are manual audit items. TrustDebt separates public automated evidence from backend/platform checks so the product does not overclaim.
Founders before launch, micro-SaaS builders, Webflow and Framer agencies, AI site builders, and dev shops that want client-ready trust reports.