How to Preserve OpenAI Ads Attribution with UTM Parameters
OpenAI Ads attribution depends on the oppref parameter surviving from ad click to landing page. Here's how that chain works, the six things that break it, and how to protect it — including for server-side CAPI events.
Read guide →Missing OpenAI Ads Purchase Events: How to Find and Recover Data Loss
If Ads Manager shows fewer orders than your backend, you have a measurement gap, not necessarily a sales problem. Here's how to quantify it, the seven most common causes of missing order_created events, and the server-side fix that stops it recurring.
Read guide →How to Deduplicate OpenAI Ads Pixel and CAPI Events with Event IDs
If your OpenAI Ads pixel and Conversions API don't share the same event ID for each conversion, you double-count instead of recovering missed data — here's how matching actually works and how to test it before launch.
Read guide →OpenAI Ads Lead Generation Tracking: Pixel and CAPI Setup
How to wire up lead_created and registration_completed for OpenAI Ads, then close the loop with a CAPI event from your CRM once a lead is qualified — including the oppref capture step most setups miss.
Read guide →OpenAI Ads Pixel and CAPI for Shopify: Complete Setup
There are two ways to get the OpenAI Ads pixel and Conversions API working on Shopify: a manual theme-plus-webhook build, or the free Comercio app installed in under 5 minutes. This guide covers both, plus verification and Shopify-specific errors.
Read guide →OpenAI Ads Pixel vs Conversions API vs Done-For-You Setup: Which Should You Choose?
Pixel-only, DIY pixel + CAPI, or done-for-you setup — a side-by-side comparison of setup time, technical skill, data completeness, and cost, plus a three-question framework to pick the right path for your team.
Read guide →Secure OpenAI Ads CAPI Implementation: API Keys, Server Boundaries, and Common Leaks
The most common OpenAI Ads CAPI mistake is calling the API from browser-side JavaScript. Here's how to check your own site in two minutes, the correct server-only pattern, and what to do if a key already leaked.
Read guide →OpenAI Ads Conversions API: Complete Setup Guide
A practical, step-by-step walkthrough of setting up the OpenAI Ads Conversions API — from generating credentials to sending a valid test event and monitoring for errors once you're live.
Read guide →ChatGPT Ads Tracking: The Complete Measurement Guide
How OpenAI Ads tracking actually works, why pixel-only setups undercount, and the exact steps to get pixel and Conversions API measurement running correctly together.
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