VizzEx AI Citation Studies
VizzEx AI Citation Studies are controlled experiments on how AI search engines choose, keep and name their sources. We track live websites against the questions real buyers ask, with untouched control sites for comparison, on a fixed schedule, and we store every raw answer. Each post reports what the data shows, including what it disproves.
Being Cited Isn’t Being Recommended. The Question Decides Whether AI Says Your Name.
Belief 2 of 7 from the VizzEx AI Citation Study mid-study findings 346 Citations, 6 Namings: What Our Study Found In the first eight weeks of our 12-week study, ChatGPT, Claude and Perplexity cited two of the most famous marketing publishers on the web as a source 346...
Strong SEO Doesn’t Carry Over Into AI Visibility. Our Control Group Proved It.
We tested “strong SEO carries over into AI visibility” against two famous publishers. Zero ChatGPT citations. Here’s what the data shows and what to do instead.