Stack · Security

Stripe integration security in AI-built apps

Stripe is well-designed and hard to make catastrophically insecure - but AI-generated integrations have a recognizable set of mistakes, and with payments the stakes are money and trust. The errors cluster around two ideas: trusting the client for things only the server should decide, and failing to verify that webhook events are genuinely from Stripe.

This checklist covers the Stripe-specific issues that show up in AI-built apps, from webhook verification to amount handling to key management.

45%

of AI-generated code ships with a known security weakness (Wiz · Databricks)

+107%

rise in vulnerabilities per codebase year over year (Checkmarx)

Verify webhooks, always

Your webhook endpoint is a public URL, so anyone can POST to it. Without signature verification, an attacker can forge a "payment succeeded" event and unlock paid features for free. Generated code often wires up the handler but skips the verification step.

  • Verify the Stripe signature

    Use the signing secret to confirm every webhook actually came from Stripe before acting on it.

  • Treat the webhook as the source of truth

    Grant access and fulfill orders from verified webhook events, not from a client-side success redirect that can be faked.

  • Make handlers idempotent

    Stripe can deliver an event more than once. Ensure repeat delivery does not double-fulfill or double-charge.

Never trust the client with money

The classic AI-generated payment bug is letting the browser set the price or amount. Anything the client sends can be tampered with - the amount, the plan, the quantity must be decided and validated server-side.

  • Set amounts on the server

    Look up prices server-side from your own data or Stripe Price IDs; never charge an amount the client supplied.

  • Keep the secret key server-side

    Only the publishable key belongs in the browser. The secret key must never reach the client.

  • Re-check entitlements server-side

    Confirm a user actually has an active subscription before serving paid functionality - do not rely on client state.

The pre-launch checklist

  • Verify the signature on every webhook

    Reject anything not signed with your signing secret.

  • Fulfill from verified webhooks, not client redirects

    The success page can be faked.

  • Make webhook handlers idempotent

    Handle duplicate event delivery safely.

  • Set prices and amounts server-side

    Never charge a client-supplied amount.

  • Keep the Stripe secret key server-only

    Only the publishable key ships to the browser.

  • Re-check entitlements on the server

    Confirm active subscriptions before serving paid features.

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FAQ

What is the most common Stripe mistake in AI-built apps?

Skipping webhook signature verification. The webhook URL is public, so without verifying the Stripe signature, anyone can forge a "payment succeeded" event and unlock paid features for free.

Can I trust the amount the browser sends to Stripe?

No. Anything from the client can be tampered with. Decide and validate prices, amounts, and quantities server-side using your own data or Stripe Price IDs - never charge a client-supplied amount.

How do I know my Stripe integration is safe?

Confirm webhook signature verification, server-side amount handling, idempotent handlers, and server-side entitlement checks. PeakStack flags unverified webhooks and client-trusted payment logic on every commit.

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