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Penetration Testing for Startups and AI-Built Apps: Scope, Cost and What Gets Found

Short answer

A penetration test simulates real attacks against your app to find exploitable weaknesses before attackers do. For startups and AI-built apps the usual findings are exposed secrets, broken access control, weak authentication, open database rules and missing rate limits. Security testing starts at $100 per hour, with senior specialists up to $500 per hour for high-risk systems.

AWI Digital Team 2026-10-06⏱ 3 min read

What a focused test covers

  • Authentication and session handling
  • Authorisation: can user A reach user B’s data (broken access control)?
  • Injection and input validation
  • Exposed secrets and misconfigured cloud storage or databases
  • API security and rate limiting
  • Business-logic abuse (coupon stacking, race conditions)
  • Dependencies with known vulnerabilities

Why AI-built apps need it more

AI coding tools optimise for working features. They often generate permissive database rules, hard-coded keys and API routes that trust the client. These issues are easy to fix once found, and expensive after a breach. See our vibe-coding production checklist.

Scope and cost

ScopeTypical effortAt $100/h
Basic vulnerability scan and reviewabout 12 habout $1,200
Standard penetration test (web app + API)about 32 habout $3,200
Deep test (multi-role, payments, complex APIs)about 70 habout $7,000

Planning figures only. High-risk or regulated systems may need specialist consultants at higher rates.

What you receive

  • Executive summary and risk ratings
  • Reproduction steps for each finding
  • Fix guidance
  • A free retest of fixed items within an agreed window (confirm in your scope)

Example findings in AI-built apps

FindingWhy it happensFix
Any logged-in user can read any user’s records by changing an IDAuthorisation checked only in the UIServer-side ownership checks on every query
API key visible in browser bundleKey placed in front-end environment variablesMove calls to a server route; rotate the key
Database readable without loginRow-level security off or policy too broadEnable and test policies as anonymous and normal users
Unlimited requests to an AI endpointNo rate limit or spend capPer-user rate limits and provider budget alerts
Admin page reachable by URLHidden menu mistaken for access controlRole checks on admin routes and APIs

Responsible testing rules

  • Test only systems you own or have written permission to test.
  • Agree scope, dates and contacts in writing.
  • Use staging with test data where possible.
  • Report findings privately and retest after fixes.

Book a security test From $100/h

We scope a focused test for your app and give a prioritised fix list.

Frequently asked questions

Is a pen test the same as a vulnerability scan?

No. Scans find known issues automatically; a pen test adds human reasoning to chain weaknesses and abuse business logic.

How often should we test?

Before launch, after major changes, and at least yearly for apps handling sensitive data.

Get a free quote in 24 hours

Tell us what you need. We reply with scope, timeline and a fixed price.

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