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