AI app penetration testing & web app security testing
Penetration testing for an AI-built app is a focused, human-led security assessment that tries to break into your app the way a real attacker would — exposed databases, leaked secrets, missing authorization, injection — and then tells you exactly what to fix before you launch. For most vibe-coded apps, a targeted pre-launch pentest catches the issues that automated scanners miss and that sink launches.
- What it is
- Human-led attempt to exploit your live app
- Best for
- Apps handling real user data before/after launch
- Typical cost
- From a free scan to $1,500–$2,500 for an attested audit
- Turnaround
- Days, not weeks, for a focused pre-launch test
- Deliverable
- Prioritized findings + a signed, insured clearance
What AI app penetration testing actually covers
A useful pentest for a vibe-coded app focuses on the issues these apps actually ship with: databases left publicly readable (missing Supabase RLS or open Firebase rules), API keys and secrets exposed in the client bundle, endpoints and admin routes with no real authorization, injectable queries, permissive CORS, and missing rate limiting. It combines automated scanning to find the obvious holes with a human reviewer who confirms what is actually exploitable in your specific app — not a generic checklist.
Automated scan vs. human penetration test
An automated scanner is fast and free and is the right first step — it flags exposed headers, open databases and leaked keys. But scanners produce false positives and miss logic flaws (an authorization gap a scanner can't reason about). A human penetration test chains findings together, validates real exploitability, and tells you which issues genuinely block launch. The best approach is both: scan first to triage, then a human review for the things that matter.
How much does it cost?
Traditional enterprise penetration tests run $5,000–$30,000+ and take weeks. For a vibe-coded MVP that's overkill. ClearedToShip starts with a free automated scan, and a full attested audit — human review plus a signed, E&O-insured clearance — runs $1,500–$2,500 depending on scope. You get a prioritized, plain-English fix list, not a 60-page PDF.
When should you get one?
Before you launch, before you take payments, and before you onboard a customer who asks about security. If your app stores user data, handles money, or has an admin panel, a pre-launch security test is the difference between shipping confidently and discovering a breach in production.
Free launch-readiness scan
Paste your app's URL for a free launch-readiness scan. Then get a human-reviewed, insured clearance — so you launch knowing your users' data is actually safe.
Questions
- What's the difference between a vulnerability scan and a penetration test?
- A scan is automated and finds known issues quickly; a penetration test adds a human who actively tries to exploit your app and confirms what's really at risk. Scans are great for triage; pentests tell you what genuinely blocks launch.
- How much does penetration testing cost for a startup?
- Enterprise pentests run $5,000–$30,000+. For an AI-built MVP, a focused pre-launch assessment is far less — ClearedToShip's free scan plus an attested audit at $1,500–$2,500 covers what actually matters before launch.
- Do I need a pentest for a vibe-coded app?
- If it stores user data, takes payments, or has privileged routes, yes. AI builders frequently ship open databases and exposed secrets, and those are exactly what a focused pentest catches before they become a breach.