LinkedIn Ads UTM Tracking: B2B Attribution Done Right in 2026
Tag every LinkedIn ad correctly, integrate with the LinkedIn Conversions API, and recover the attribution that LinkedIn's in-platform reporting misses.
Blog
Deep-dives on UTM parameters, analytics strategy, and campaign tracking.
Server-Side Tagging and UTM Persistence: A 2026 Practitioner Guide
When server-side GTM is worth the engineering investment, what it actually fixes, and how to architect it for UTM persistence across iOS LTP and cookie deprecation.
Free UTM Naming Convention Template (Google Sheets, 2026)
A starter UTM naming convention template with controlled vocabulary picklists, casing rules, and a worked governance walkthrough.
How Marketing Taxonomy Ties to Marketing Mix Modeling (MMM)
MMM is back as cookies decline. Models need clean channel-level inputs. Dirty UTM taxonomy quietly poisons MMM outputs.
Why Is My UTM Data Wrong in GA4? A Complete 2026 Diagnostic Flowchart
When GA4 reports the wrong campaign, wrong source, or (not set), here are the 14 real causes ranked, with a five-minute diagnostic flow.
TikTok Ads UTM Tracking: A 2026 Practitioner Guide
Set UTMs on every TikTok ad placement, integrate with the Events API, and reconcile TikTok's reporting against GA4.
Meta and Facebook Ads UTM Tracking: The 2026 Definitive Guide
Tag every Meta ad correctly, integrate with the Conversions API, and avoid the in-app-browser attribution gap that costs B2B advertisers most.
Google Ads UTM Tracking: Auto-Tag vs Manual (2026 Edition)
When Google Ads auto-tagging is enough, when you need manual UTMs alongside, and how Performance Max changes the answer in 2026.
The "AI Traffic" Channel in GA4: How to Define It Yourself in 2026
A step-by-step guide to building a custom AI Traffic channel grouping in GA4 with a regex that catches ChatGPT, Claude, Perplexity, Copilot, and Gemini referrals.
Generative Engine Optimization (GEO): How Your UTM Taxonomy Becomes an AI Citation Asset
How AI search engines decide what to cite, why content shape matters, and why your UTM taxonomy is part of the GEO operational picture in 2026.
Klaviyo UTM Tracking: A Complete 2026 Guide for Ecommerce and D2C Marketers
Track UTM parameters across Klaviyo flows, campaigns, and SMS, attribute Shopify revenue correctly, and avoid duplicate sessions in GA4.
Multi-Touch Attribution Models: Why They Need Clean UTMs to Work
A practitioner's guide to multi-touch attribution models (first-touch, last-touch, linear, U-shaped, W-shaped, data-driven) and why each one fails on dirty UTM data.