Partnerize research | First edition 2026

From Visibility to Value.

A Field Guide to the Economic Architecture of AI-Mediated Commerce

What social, search, mobile and digital advertising teach us about what comes after the click.

The click made commercial influence observable. AI can remove that observable handoff without removing the influence.

Matt Gilbert CEO, Partnerize
~22 min | 41 pages
Field Guide Hero From Visibility to Value

Inside the field guide

Forty-one pages. One argument.

Explore selected excerpts from the First Edition 2026 research publication, written by Partnerize CEO Matt Gilbert.

The click was never the value. It was the bridge.

The Executive Thesis
Page 3

The AI-Mediated Commerce Architecture

The AI-Mediated Commerce Architecture
Page 23

Compensation and Capital Allocation

Compensation and Capital Allocation
Page 25

Verified influence can inform two economic decisions: compensating contributors and reallocating investment. Verification establishes eligibility; governance determines treatment.

The Complete Framework

The Complete Framework
Page 34

The six stages, from Visibility to Economic Action, are set out in full above.

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The destination is not measurement.

Better economic decisions are.

The next chapter of commerce requires infrastructure that can determine which influence can be trusted enough to count, govern, and act on economically.

From visibility to value

Partnerize research | first edition 2026 
ISBN: 979-8-234-24635-6 | all rights reserved