AI visibility, with receipts.
Most writing about AI search is a sales pitch wearing a lab coat. These articles are the evidence we actually use with clients: the controlled studies, the platform statements, and our own measurement protocol, in plain language. Every statistic links to its source, and when studies disagree we show you the range.
What AI engines actually do when someone asks about your business
Your customer asks one question. The engine runs several searches you have never seen. Query fan-out, explained for owners.
Read the article 02 / DiagnosisRetrieved vs cited: the diagnosis nobody gives you
An assistant can read your page and still name someone else. Which of the two failures you have decides what the fix costs.
Read the article 03 / MethodWhy we run every prompt three times
The same question gets different answers on different runs. One test tells you whatever you were hoping to hear.
Read the article 04 / The evidenceWhat actually moves AI visibility
Crawler access, rank, quotable copy, brand mentions, freshness. Each lever labeled with the tier of evidence behind it.
Read the article 05 / Structured dataDoes schema markup get you cited by AI?
The one controlled test found pages that added schema lost 4.6 percent of their AI Overview citations. Where schema still pays.
Read the article 06 / StrategyNormal SEO is still the best AI visibility investment
Google says no special optimization is required, and 37 to 54 percent of AI citations rank in the ordinary top 10.
Read the articleWant this run on your business?
The free audit asks the AI engines your buyers' questions, three times each, and shows you who gets named and why.
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