Every AI SEO tool should pass this five-engine coverage test
Not all AI SEO tools measure the same surfaces. The five-engine coverage test grades every tool on ChatGPT, Claude, Perplexity, Gemini, and Google AI Overviews, and most fail.
On this page
Three things AI SEO tool buyers believe. Myth or fact?
Call each one, then see how other readers called it.
1
Missing one engine barely changes your view of the competitive landscape. Any two engines overlap only 30 to 40 percent, hiding most of the landscape. Section ›
2
Google AI Overviews needs different tracking than ChatGPT or Claude use. It needs live SERP monitoring since no API interface exists for it. Section ›
3
Covering four of five engines already gives a complete visibility picture. The test scores four of five as a fail, since one gap can hide a rival's edge. Section ›
Written by
Michael Kansky
Co-Founder, AEO Content
Michael Kansky is a serial founder and operator and co-founder of AEO Content, where he shapes product and go-to-market strategy for an AI-search content optimization platform.
Connect on LinkedIn
