Blog

Notes on paid media, CRO, and growth, based on real experience.

Blog

Analytics · June 12, 2026

Multi-touch attribution: why last-click lies

The attribution model you use completely changes which channel looks like it's working. Last-click almost always undervalues upper-funnel channels.

Paid Media · March 20, 2026

TikTok Ads for B2B businesses

TikTok isn't just for consumer brands. How to think about the platform if your business is B2B or niche.

Growth · January 9, 2026

How to build a quarterly growth plan

A growth plan that works isn't a list of ideas — it's a narrow set of prioritized bets with a clear way to measure whether they worked.

Growth · December 26, 2025

Product-led growth vs. sales-led growth

Choosing between PLG and sales-led is a structural decision that depends on how much value the product conveys on its own before anyone pays.

AI & Marketing · September 5, 2025

Prompts I use to analyze campaign data faster

A good prompt doesn't replace analysis, it accelerates it. These are the types of prompts that actually save time when reviewing campaign reports.