Blog

Notes from the data.

Attribution gaps, margin leaks, and what automated reporting actually catches — written from real client work, not theory.

Your Reporting Is Automated. So Why Does It Still Take All Week?

Agencies automate the charts and still lose days to client reporting. The bottleneck was never the data pull — it's the paragraph underneath it.

Revenue by SKU tells you what's popular. Contribution margin tells you what's actually worth selling — and they're often not the same product.