SEOMadman
Attribution

Prove which changes actually moved the needle

Log a change once. When your Search Console and GA4 data confirms a shift, SEOMadman surfaces the correlation with explicit confidence - never a made-up causal claim.

attribution · apexgrowth
74
Winners
58
Neutral
12
Regressions
312Changes tracked (demo)
74Proven winners
12Caught regressions
0Fabricated claims
System of record

Your change log becomes memory

Every content edit, redirect, and technical fix is recorded once and remembered forever - so a win six months ago is still queryable evidence today.

  • Durable, queryable change history
  • Linked to the pages and queries it touched
  • Never overwritten by the next snapshot

Attributed clicks accruing as changes prove out.

Confidence, not certainty

Correlation, framed honestly

We show the strength of the signal and the window it covers, then let you decide. No causal overclaim, no vanity ranks - just what your own data supports.

  • Explicit confidence + window on every result
  • Winners and duds separated by evidence
  • You own the interpretation
signal · confidence
High
Signal
28d
Window
+18%
Clicks

Attribution, honestly

Stop guessing which changes worked