Research Methodology

We publish tactics only after using them. This page describes how we test and measure so you can judge the reliability of what you read here.

Where our data comes from

How we measure outcomes

We track qualified leads, assisted conversions from organic sessions, and citation share in AI answers for target keywords — measured over a defined window (typically 90 days) rather than at a single point in time.

Limitations

Results vary by market, competition, and starting position. A tactic that moved one site may not move yours, and correlation in a case study is not a guarantee. Where a result is a single case, we say so and avoid generalizing it into a percentage.

Illustrative vs. measured figures

Some charts on this site use illustrative numbers to explain a concept. These are always labeled as illustrative. Measured figures are sourced or tied to a described dataset.

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