Build a security audit tool for vibe-coded apps
The Problem
Vibe-coders using tools like Cursor, Lovable, and Base44 (top 2026 lists with millions of indie devs adopting AI coding) launch apps with critical flaws like no RLS, unflagged by general AI or existing scanners. No dedicated scanner exists for vibe-coded apps, leaving solo founders exposed to breaches. They currently spend $20-30/mo on base tools but lack integrated security auditing, per tool comparisons.
Real Demand Evidence
Found on reddit ↗·1 month ago
Shipped a SaaS with my database publicly readable. AI never flagged it.
Core Insight
Automated scanner tailored for vibe-coded apps detects AI-specific issues like missing RLS or prompt exploits missed by generalists (Snyk/Checkmarx) and adjacents (Base44), with vibe-eval style comparisons for quick fixes.
- Target Customer
- Indie hackers/solo founders building with vibe tools (e.g., Cursor/Replit users: 10k+ monthly actives inferred from 2026 rankings); market of 1M+ AI-assisted devs spending $20-50/mo on devtools.
- Revenue Model
- Freemium like competitors: Free basic scans / $20-30/mo pro for unlimited audits, teams, and integrations – aligns with $20-25/mo vibe tool pricing and $30/mo for fixes.
Competitive Landscape
Not listed on site; comparison tool only
While positioned as a vibe coding security tool, it focuses on general application security comparisons rather than specialized scanning for vibe-coded apps like those generated by Lovable or Cursor, missing AI-specific vulnerabilities such as unconfigured RLS in natural language prompts.
$25/month per user for Developer plan
Snyk excels at open-source dependency scanning and container security but lacks detection for vibe-coding artifacts like prompt-induced misconfigurations (e.g., no RLS in AI-generated schemas), requiring manual adaptation for non-traditional codebases.
Custom enterprise pricing; starts ~$500/month
Checkmarx provides SAST for static code analysis but does not support 'vibe-coded' apps with dynamic AI generation, failing to flag security gaps from natural language coding like missing row-level security without custom rules.
Free / $20/mo
Offers easy security controls for no-code vibe apps but lacks dedicated auditing/scanning for vulnerabilities in AI-generated code, relying on basic built-in features rather than comprehensive, automated vibe-specific scans.
Not specified
As a vibe security tool, it has alternatives listed but no details on specialized scanning for vibe-coded apps; users seek better options indicating gaps in coverage for AI prompt flaws like unflagged RLS issues.
Willingness to Pay
- $20/mo
Base44 for easy security controls – users pay for pro features in vibe tools.
https://zapier.com/blog/best-vibe-coding-tools/
- $20-25/mo
Vibe coding tools like Cursor, Lovable, Bolt.new charge $20-25/mo, with users adopting paid tiers for advanced features including security.
https://manus.im/blog/best-vibe-coding-tools
- $30/mo
Tempo Labs paid plans from $30/month for error fixing in vibe-coded apps, signaling WTP for reliability tools.
https://zapier.com/blog/best-vibe-coding-tools/
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