We ask three versions of the same question and count how often each product comes back. A name that appears in all three is the one a buyer meets whichever way they phrase it.
Week 2026-W44, 3 answers.
1Semrushnamed 3 of 3
2Ahrefsnamed 3 of 3
3Moz Pronamed 3 of 3
4Screaming Frog Seo Spidernamed 2 of 3
5Surfer Seonamed 2 of 3
6Clearscopenamed 2 of 3
7Spyfunamed 1 of 3
8Ubersuggestnamed 1 of 3
9Google Search Consolenamed 1 of 3
10Google Analyticsnamed 1 of 3
11Thinking Process:named 1 of 3
12Understand The Request: The User Wants A List Of "Most Populnamed 1 of 3
13Strict Constraint: "Reply With Only Product Names, One Per Lnamed 1 of 3
14Brainstorm Popular Seo Products/Tools:named 1 of 3
15Screaming Frognamed 1 of 3
Asked of Gemini, three phrasings per category, once a week, and written down as it answered. A model does not answer the same way twice, which is why the count is out of three rather than a yes or a no, and why a week that was recorded is never asked again.