SEOMadman

Glossary

Plain-language definitions of the SEO, AI-search, and statistics terms we use - including the honest-math ideas competitors hide: synthetic control, confidence intervals, and donor counts.

Honest statistics

Confidence intervalexplainer

The range a real result likely sits in. We always show the band, never a bare number that pretends to be exact.

Synthetic controlexplainer

A modeled stand-in for what would have happened anyway, so your lift is measured against a fair baseline.

Donor countexplainer

How many peer sites went into your control. Below 30 we show an honest before/after, not a causal claim.

Before/after vs causal

Before/after shows what moved around your change; a causal estimate nets out what moved anyway. We label which.

AI search

Citation rate

How often AI answer engines cite your site on your tracked prompts, measured from sampled probes over time.

AEO (Answer Engine Optimization)

Optimizing so AI answer engines cite you - the AI-search counterpart to ranking in a classic results page.

GEO (Generative Engine Optimization)

A near-synonym for AEO: shaping content so generative AI engines surface and cite it. We treat it as AEO's sibling.

Share of voice

Your slice of all AI citations across your tracked prompts - how much of the answer space you own versus others.

SEO

Decay

In the product: a page steadily losing clicks or rankings over time. Unrelated to the physics sense; product first.

Product

Cohort

The consented peer sites you are compared against - matched by size and category, never named individually.

k-anonymity

A privacy floor: a cohort figure shows only when at least 10 sites contribute, so no one site can be singled out.

Altitude

How zoomed-out a view is, from one page up to the whole property, so each reader gets the right level of detail.

OKF (Open Knowledge Format)

Plain-text Markdown + YAML that stores every change and answer - readable by humans, agents, and the Copilot.

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