Fix Your AI-Built Segment Integration
Customer data platform for collecting and routing analytics events. AI tools misimplement the tracking plan, miss server-side tracking, and create data quality issues.
Common Segment issues we find
Problems specific to AI-generated Segment integrations.
Analytics calls made before Segment loads
AI-generated code fires identify and track calls before the analytics.js snippet finishes loading, causing events to silently drop without any error message.
Identify calls missing or placed incorrectly
Generated code tracks events without calling identify first, resulting in anonymous events that can't be tied to specific users in downstream tools.
Event naming inconsistent with tracking plan
AI tools use inconsistent event naming (camelCase, snake_case, spaces) creating duplicate events in your warehouse and breaking downstream integrations.
No server-side tracking for critical events
Generated code relies entirely on client-side analytics.js for events like purchases and signups that should be tracked server-side for reliability.
Page calls not fired on SPA route changes
AI tools call analytics.page() once on initial load but miss subsequent SPA route changes, underreporting actual page views by 60-80%.
Start with a self-serve audit
Get a professional review of your Segment integration at a fixed price.
Security Scan
Black-box review of your public-facing app. No code access needed.
- OWASP Top 10 checks
- SSL/TLS analysis
- Security headers
- Expert review within 24h
Code Audit
In-depth review of your source code for security, quality, and best practices.
- Security vulnerabilities
- Code quality review
- Dependency audit
- AI pattern 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.
Get a clear plan
We respond in 24 hours with scope, timeline, and cost.
Launch with confidence
We fix what needs fixing and stick around to help.
Frequently asked questions
Why are my Segment events not reaching downstream destinations?
Common causes in AI-generated code: analytics.js not fully loaded when events fire, write key from the wrong Segment source, or events failing schema validation in your tracking plan. We debug the full pipeline from source to destination.
How do I implement server-side Segment tracking alongside client-side?
AI tools only set up analytics.js. For reliable tracking, critical events (purchases, signups, subscription changes) should use the Segment Node.js library on your server, with the same user ID used in client-side identify calls for proper stitching.
Why is my Segment data full of duplicate and anonymous events?
AI-generated code often fires identify after track (instead of before), uses inconsistent anonymous IDs across sessions, and doesn't alias anonymous users after login. We fix the identity resolution flow to clean up your data.
Related resources
Other Integrations
Need help with your Segment integration?
Tell us about your project. We'll respond within 24 hours with a clear plan and fixed quote.