Insights

AI-first advertising for the next era of Web3

Frameworks, experiments, and practical notes on using AI to build better creative, targeting, and measurement—especially where blockchain and Web3 change the rules.

What you’ll find here

Research-backed thinking, built for operators

We publish what we test: repeatable playbooks, measurement approaches, and lessons learned from running AI-driven ad experiments in fast-moving markets.

AI creative systems

Prompts, workflows, and evaluation methods for generating and iterating ad creative without losing brand voice.


Experiment design

How to structure tests, choose baselines, and interpret results when platforms and models shift weekly.


Web3 growth strategy

Messaging, segmentation, and community-to-performance bridges for blockchain products and ecosystems.


Measurement & attribution

Practical approaches to incrementality, MMM, and on-chain signals—without over-claiming certainty.

Featured topics

A snapshot of the themes we’re exploring right now. Expect updates as new experiments ship.

Creative evaluation loops

On-chain audiences & signals

AI experimentation playbooks

Measurement without hype

FAQ

How we approach insights

We aim for clarity and usefulness: what we tried, what we measured, what changed, and what we’d do next.

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