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.
Deep-dives on UTM parameters, analytics strategy, and campaign tracking.
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.
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.
Track UTM parameters across Klaviyo flows, campaigns, and SMS, attribute Shopify revenue correctly, and avoid duplicate sessions in GA4.
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.
Capture UTM parameters into HubSpot contacts and deals, attribute marketing-sourced revenue, and build a workflow that survives team turnover.
How to capture UTM parameters into Salesforce leads and contacts, attribute lead source correctly, and report on marketing-sourced pipeline.
Honest 2026 comparison of Terminus.app and UTM.io across taxonomy governance, integrations, pricing, and ideal team profile.
A precise breakdown of which tracking parameters iOS Link Tracking Protection strips, where it operates, and how to keep paid attribution intact in 2026.
A finance-literate 2026 comparison of the leading UTM management platforms across taxonomy enforcement, integrations, pricing, and total cost of ownership.
A complete 2026 reference for UTM tagging: parameter syntax, naming conventions, governance, GA4 specifics, click IDs, and AI-era surfaces.
A finance-literate business case for marketing taxonomy governance. ROI framework, worked numbers, payback period, and a CFO-ready template.
The definitive reference for UTM parameters and platform click IDs (gclid, fbclid, ttclid, msclkid, li_fat_id, dclid, twclid, and more) and how they fit together.