Michael Carr, Senior Director of Demand Generation at Partnerize, argues that traditional click-based measurement creates a massive blind spot for modern advertisers. The industry reliance on clicks fails to account for the value generated by content-driven publishers and creators. Consumer behavior now shifts toward AI-mediated searches and social discovery. This widening gap hides actual influence from tracked conversions.
Last-Click Tracking Ignores the Research Phase
The affiliate industry has functioned on a last-click model for over twenty years. This model awards 100% of the credit to the final touchpoint before a purchase. While this provides a simple ledger for payouts, Carr notes that it systematically ignores the research phase.
Shoppers often discover products through AI summaries, social feeds, and publisher roundups. They research across the open web but may convert through direct traffic or branded search. In these instances, the affiliate who shaped the initial consideration receives no credit. No link was clicked during the final transaction, leaving the partner unrewarded.
Measuring the Full Customer Journey
The rise of Large Language Models (LLMs) and AI-driven discovery accelerates the move toward "zero-click" attribution. This measurement approach attempts to capture partner influence even when a consumer never interacts with a trackable link.
Partnerize uses its VantagePoint™ technology to focus on journey reconstruction. The system aims to reveal hidden influence by detecting content exposures across the full customer journey. Carr argues that brands gain visibility into these micro-touchpoints. This data makes affiliate incrementality—revenue that would not have existed without the partner—visible rather than speculative.
Correcting Optimization Decisions
The analysis suggests that brands heavily weighted toward influencers and review sites undercount their program's effectiveness. Brands risk making poor optimization decisions without a "system of record" that accounts for influence rather than just clicks.
A brand might cut spending on partners providing discovery and education if a program shows low incrementality. By shifting to a model that reconstructs the path to purchase, advertisers identify thousands of orders influenced by affiliate content. These orders previously appeared as direct or organic traffic. This visibility allows for a more equitable distribution of value to the publishers driving the top of the funnel.
Affilitizer Editorial Team
This article was created with AI assistance and editorially reviewed.
