Shopify's agentic storefronts don't fire tracking pixels on 3 of 4 AI channels. Here's exactly which ones, and what to check first.

Taboola server-side tracking for Shopify explained: the click ID parameter that silently breaks conversions, and how to set it up right.

OpenAI Ads vs. Meta vs. Google, compared by measurement readiness, not just targeting. Where the tracking is solid, and where it's still catching up.

Stape hosts server-side GTM well, but you still manage GTM. Here's the real cost, billing model, and when each approach fits.

GTM depends on a predictable DOM to detect events. Here's why that assumption breaks on Hydrogen and custom JS Shopify builds.

Installing headless Shopify tracking doesn't mean it's working. Here's exactly how to verify it actually is.

Does OpenAI Ads tracking comply with GDPR and CCPA? Here's what OpenAI's Ad Tools DPA actually covers, and what merchants still need to handle.

UCP now carries campaign attribution through agent-driven purchases. Here's how that data can still reach a first-party pixel.