Core concepts

Growth memory

Every change you log becomes a dated entry in your growth memory - a durable record of what you did and when. This is what turns a pile of metrics into a story you can defend.

Attribution

When clicks or conversions move, SEOMadman looks back at what changed near that moment and links the two, with a confidence label. It is correlation, framed honestly, never a causal claim.

Opportunities and diagnostics

• Opportunities are ranked, do-this-next moves derived from your own data.
• Diagnostics surface what is quietly costing you clicks or conversions.

The honesty model

No fabricated numbers, ever. If data is still collecting or a source is missing, the product says so instead of guessing.