Adding Google Analytics to your GPT Engineer app? Let us review it.
Expert review for Google Analytics integrations built with GPT Engineer. We fix GPT Engineer-generated Google Analytics code for security, error handling & production readiness. From $19.
Common GPT Engineer issues affecting integrations
No authentication system
GPT Engineer generates functional UIs but typically skips authentication entirely. All routes and data are publicly accessible.
Direct database access from client
Some generated apps query databases directly from the frontend without an API layer, exposing database credentials and structure.
Incomplete feature implementations
Features that look complete in the UI but don't actually work end-to-end. Buttons that don't submit, forms that don't save, and links that go nowhere.
Google Analytics issues we find in GPT Engineer apps
Using deprecated Universal Analytics (UA) tracking code
AI tools still generate Universal Analytics (analytics.js) tracking code with UA- measurement IDs instead of GA4 (gtag.js) with G- measurement IDs.
No cookie consent implementation
Generated code loads the Google Analytics script immediately without any consent mechanism, violating GDPR, CCPA, and other privacy laws.
Custom events not matching GA4 event schema
AI-generated custom events use naming conventions and parameter structures from Universal Analytics that GA4 ignores or misinterprets.
Start with a self-serve audit
Get a professional review of your Google Analytics integration at a fixed price.
External Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 vulnerability check
- SSL/TLS configuration analysis
- Security header assessment
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerability analysis
- Code quality review
- Dependency audit
- Architecture review
- Expert + AI code analysis
Complete Bundle
Both scans in one package with cross-referenced findings.
- Everything in both products
- Cross-referenced findings
- Unified action plan
100% credited toward any paid service. Start with an audit, then let us fix what we find.
How it works
Tell us about your app
Share your project details and what you need help with.
Expert + AI audit
A human expert assisted by AI reviews your code within 24 hours.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Can you review my GPT Engineer-built Google Analytics integration?
Yes. We regularly audit Google Analytics integrations in GPT Engineer-built apps. We check for proper error handling, security best practices, and production-ready configuration.
What Google Analytics issues does GPT Engineer typically create?
Common issues in GPT Engineer-generated Google Analytics code include: using deprecated universal analytics (ua) tracking code, no cookie consent implementation, custom events not matching ga4 event schema. We fix all of these in our code review.
How much does it cost to fix my Google Analytics integration?
Start with our code audit ($19) to get a complete list of Google Analytics issues. Most integration fixes are included in our Fix & Ship plan ($199). For complex integrations, we provide a custom quote after the audit.
What Google Analytics best practices does GPT Engineer typically miss?
AI tools often skip webhook signature verification, proper error handling for API failures, retry logic with exponential backoff, and secure token storage for Google Analytics. Our review checks all of these and provides specific fixes.
Related resources
More GPT Engineer Integrations
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Tell us about your integration. We'll respond within 24 hours with a clear plan and fixed quote.