Measurement / Analysis
AI Visibility Needs Evidence, Not Another Optimization Label
Measure AI visibility without overstating results. Separate crawling, citations, referral traffic and business outcomes with a repeatable evidence framework.
SEARCH CULTURE / AI / IDEAS
The internet
is answering back.
Better questions. Clearer sources. Original perspectives on how we find information — and what we do with the answers.
Follow the source trail
Measurement / Checklist
Measure AI search visibility without mixing the metrics
Build a useful AI-search scorecard from native visibility reports, repeatable answer checks, referral visits and business outcomes.
Technical search / Comparison
Do you need AI SEO files? A platform-by-platform checklist
Separate crawl access, indexing, AI-search participation and optional agent documentation before adding another file to your website.
SEO / Step-by-step guide
Search traffic dropped: diagnose the cause before changing pages
A practical investigation sequence for separating tracking failures, technical problems, changing demand and search-performance losses.
Good questions
travel far.
Explore the journal ↗01AI Visibility Needs Evidence, Not Another Optimization LabelMEASUREMENT / SGEO.BLOG EDITORIAL02Measure AI search visibility without mixing the metricsMEASUREMENT / SGEO.BLOG EDITORIAL03Do you need AI SEO files? A platform-by-platform checklistTECHNICAL SEARCH / SGEO.BLOG EDITORIAL04Search traffic dropped: diagnose the cause before changing pagesSEO / SGEO.BLOG EDITORIAL05What a 102% SEO growth case actually provesMEASUREMENT / SGEO.BLOG EDITORIAL06Compare search results with a repeatable protocolEXPERIMENTS / SGEO.BLOG EDITORIAL07Read an AI answer with its sourcesAI SEARCH / SGEO.BLOG EDITORIAL08Search beyond the blue linksSEARCH CULTURE / SGEO.BLOG EDITORIAL09The geography of a search resultSEARCH GEOGRAPHY / SGEO.BLOG EDITORIAL09How this publication uses AI.EDITORIAL DISCLOSURE
METHODS / OPEN QUESTIONSResearch you
Research you
can inspect.
A question, a documented method and a traceable record. We will publish measured experiments only when the evidence is ready.
View the research statusEXPLORE BY QUESTION
One web.
Many perspectives.
EXPERT CONTRIBUTIONS
Bring your expertise.
Show your sources.
We are preparing a contributor route for original, well-supported perspectives. Review the guidelines and current intake status.
Explore the contributor route
KEEP FOLLOWING THE QUESTION
Better questions.
Brighter ideas.
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