BUILT WITH CHATGPT?
SCAN IT
BEFORE YOU DEPLOY.
ChatGPT writes working code in seconds - but it cannot run security scanners, check dependencies for CVEs, or test your live site. Vibe Doctor runs 6 enterprise tools against your actual codebase and URL. Real validation, not a second opinion from the same AI. Free.
WHAT VIBEDOCTOR FINDS IN
CHATGPT APPS.
These are the most common security and code quality issues VibeDoctor finds in codebases generated by ChatGPT. Code that works is not the same as code that is safe to ship.
Unprotected API routes
ChatGPT generates Express, Fastify, and Next.js API routes that work immediately but rarely includes authentication middleware. Every endpoint is public by default. SEC-001
SQL injection patterns
ChatGPT frequently uses string interpolation inside database queries instead of parameterized statements. A classic vulnerability it generates repeatedly. SEC-002
Hardcoded secrets in source
API keys, database passwords, and tokens placed directly in source files. ChatGPT fills in placeholder values that developers forget to move to environment variables. SEC-014
Hallucinated npm packages
ChatGPT is known to import packages that do not exist on npm. An attacker can register the name and inject malicious code into your build. QUA-014
XSS via dangerouslySetInnerHTML
ChatGPT uses dangerouslySetInnerHTML in React components to render dynamic content without sanitization. Any user-supplied HTML becomes an XSS vector. SEC-003
No input validation
ChatGPT generates form handlers and API routes that trust user input directly. No Zod, Joi, or any validation layer between the request and your database. SEC-010
SCAN YOUR CHATGPT APP
IN 3 STEPS.
Connect your repo
Sign in with GitHub and select your ChatGPT project. Or upload a ZIP file. Read-only access, we never write to your code.
VibeDoctor scans everything
6 enterprise tools run against your codebase and live URL. Security, performance, code quality, dependencies, SSL, SEO - 15 areas, 129+ checks.
Get your report
Full diagnostic with severity scores, file paths, and one-click fix prompts you can paste into Cursor, Copilot, or ChatGPT. Results in under 5 minutes.
15 SCAN AREAS.
129+ CHECKS.
Diagnosis is free. Always.
YOUR CODE
DESERVES A
SECOND OPINION.
No credit card. Read-only repo access. We never write or store your code.