SEOMadman
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SEOMadman vs rank trackers

Rank trackers tell you a position moved. They cannot tell you it mattered, or which change earned it. That gap is where attribution lives.

Side by side

 
SEOMadman
Rank trackers
Core signal
Clicks and conversions
Keyword positions
Cause
Change tied to outcome
Position, no context
Data
Your own first-party
Scraped estimates
Memory
Every change kept
A snapshot in time
Cost
Zero API cost
Priced per crawl

Positions are an input, not a result. SEOMadman starts from the outcome and works back to the change that earned it.

Judge it on your own data