LABS INSIGHTS

Attribution Insights & Guides

Deep-dives, case studies, and engineering briefs on cookieless ecommerce tracking, server-side data containers, and fractional attribution models.

June 4, 2026 6 min read

Why the Native Shopify-Meta Integration Silent-Fails

Discover why native integrations drops up to 25% of purchase events due to browser blocks, deduplication gaps, and why GTM Server-Side is the gold standard.

May 28, 2026 8 min read

How Safari ITP Erases Ad Click Cookies in 24 Hours

Apple's Intelligent Tracking Prevention restricts standard browser cookies. Learn how to set HTTP first-party cookies via DNS proxies to restore 180-day lifetimes.

May 15, 2026 7 min read

Fixing PayPal/Stripe Session Splits in GA4

Are payment gateways stealing your ad attribution credit? Stop referral exclusions from double-counting orders and splitting customer acquisition paths.

Upcoming July 2026

Chrome Third-Party Cookie Deprecation Migration Guide

Google's timeline for blocking browser-set cookies is accelerating. Find out exactly what scripts will fail and how to transition container tags safely.

Coming Soon
Upcoming July 2026

CRM Offline Conversions: Syncing HubSpot to Meta CAPI

Form fills don't equal revenue. Learn to push qualified leads and closed CRM deals back to ad networks to optimize campaigns for actual revenue, not spam.

Coming Soon
Upcoming August 2026

Ad Blockers Are Costing You 20% of Your Pixel Signal

A deep analysis of script blocker penetration in e-commerce markets, and how server-side proxy containers bypass client-side blocklists.

Coming Soon