OpenAI Ads Standard Events vs Custom Events
OpenAI Ads gives you a fixed set of standard events plus a custom event type for anything that doesn't fit. Here's the full standard event list, how custom events work on the pixel and Conversions API, and a decision checklist for which to use.
Read guide →Shopify First-Party Data Strategy for Advertising and Analytics
First-party data — what customers share directly with your store — is the durable foundation for advertising and analytics as third-party signals decay. On Shopify you already own most of it; the strategy is collecting it cleanly, storing consent alongside it, and activating it well.
Read guide →OpenAI Ads Tracking Services an Analytics Agency Should Offer
The OpenAI Ads tracking service menu that maps to real client demand — audit, pixel, CAPI, hybrid setup, and ecommerce/lead-gen specializations — with pricing approaches and honest build-vs-partner tradeoffs.
Read guide →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 →How to Track Shopify Product Views, Add-to-Cart, Checkout, and Purchases
Shopify's web pixel events and OpenAI Ads' standard events aren't named the same thing, but they map cleanly: product_viewed becomes contents_viewed, product_added_to_cart becomes items_added, and so on. Here's the full mapping, where each event fires, and how to implement it with a custom pixel or the free Comercio app.
Read guide →AI Browser Tracking: How ChatGPT Atlas and AI Browsers Change Website Analytics
AI browsers and agents change who renders your page and how — here's what breaks in traditional web analytics, what stays measurable regardless, and the prep checklist that holds up either way.
Read guide →How to Send Hashed User Data with the OpenAI Ads Pixel
Supplying hashed identifiers like email to the OpenAI Ads pixel and Conversions API improves how conversions match back to ad clicks. Here's the normalization rule that has to match on both sides, working code, and what never to send.
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 →Shopify Tracking Debugging Guide
Shopify tracking bugs cluster in five places — theme, app conflicts, the checkout sandbox, webhooks, and consent apps. A 10-minute triage flow and a fix for each one, in the order that actually finds the problem fastest.
Read guide →How to Audit an OpenAI Ads Tracking Setup
A 7-layer framework for auditing an OpenAI Ads tracking setup yourself: pixel load, CSP, event coverage, payload validity, deduplication, CAPI health, and oppref attribution — with pass criteria for each.
Read guide →OpenAI Ads vs GA4 Conversion Discrepancies: Why the Numbers Differ
OpenAI Ads and GA4 conversion counts will never match exactly, because they use different attribution models, identity signals, and event definitions — here's how to tell normal variance from an actual tracking bug.
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 →How to Build and Validate a Shopify Product Feed for ChatGPT Ads
A product feed tells OpenAI Ads what you sell; Shopify gives you most of the raw data but rarely in feed-ready shape. This guide covers mapping options, a validation checklist, keeping the feed fresh, and when to exclude products.
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 Not Firing: Causes and Fixes
A diagnostic walkthrough for when your OpenAI Ads pixel shows no events: the five most common causes, a 2-minute self-check, and the fix for each one.
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 →How to Track Add-to-Cart, Checkout, and Purchase Events for OpenAI Ads
A practical guide to firing items_added, checkout_started, and order_created events for OpenAI Ads, with example code, required parameters, and the amount-formatting mistake that breaks most implementations.
Read guide →How to Install the OpenAI Ads Measurement Pixel (Step-by-Step)
A step-by-step walkthrough for installing the OpenAI Ads measurement pixel directly or via Google Tag Manager, including the CSP settings and verification steps most installs get wrong.
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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