A practical system for allocating media budgets with clarity and discipline. Diagnostics, scenarios, and structured frameworks turn spend into predictable, sustainable user growth.
Your Paid ROAS Isn’t Wrong. Your Attribution Is. Read More »
An in-depth teardown of a skincare funnel that looked like a media problem, but was in fact a meaning, clarity and trust problem reflected in user behaviour.
What Really Went Wrong in This D2C Funnel: A Structural Analysis Beyond Ads Read More »
AI is now shaping product discovery before a shopper ever reaches your website or marketplace. The brands that master clarity, structured data and ecosystem consistency will win discovery long before the click.
When AI Becomes the First Filter: How D2C Brands Win or Disappear Before the Click Read More »
