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Helping people understand how modern search really works through clear analysis, practical investigation and evidence over assumptions.
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Analysis designed to outlast the news cycle
What AI citations can—and cannot—tell us about modern search
A practical investigation into visibility, source selection and the assumptions hidden inside today’s measurement approaches.
Coming soonWhy rendering audits often begin in the wrong place
Separating symptoms from causes when JavaScript, infrastructure and indexing collide.
The signals worth watching after a site migration
A measured framework for distinguishing temporary volatility from structural problems.
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