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Head Terms Aren’t the Prize in AI Search. Your Buyer’s Questions Are.

Head Terms Aren’t the Prize in AI Search. Your Buyer’s Questions Are.

by Kim Albee | Oct 21, 2026 | VizzEx AI Citation Studies

Belief 6 of 7 from the VizzEx AI Citation Study mid-study findings One of the sites in our study is a reliability engineering publisher. On Google’s AI Overviews, it was tracked on “what is FMEA?” for ten checks, through day 56 of the study. It lost...
AI Citation Decay Isn’t Random. We Watched Which 70% Vanish.

AI Citation Decay Isn’t Random. We Watched Which 70% Vanish.

by Kim Albee | Oct 7, 2026 | VizzEx AI Citation Studies

Belief 5 of 7 from the VizzEx AI Citation Study mid-study findings Why Citation Volatility Looks Random — But Isn’t One of our clients, a cybersecurity firm, has a group of nine blog posts on the same topic, by the same authors, on the same site. One of them has...
Authority Isn’t the Price of Admission for AI Search. We Measured It.

Authority Isn’t the Price of Admission for AI Search. We Measured It.

by Kim Albee | Oct 1, 2026 | VizzEx AI Citation Studies

Belief 4 of 7 from the VizzEx AI Citation Study mid-study findings In August, we made a call about one of our own clients, a cybersecurity firm. We’d checked about 100 of its buyers’ questions, and ChatGPT had cited it on 2. Its link profile was shrinking:...
Being Cited Isn’t Being Recommended. The Question Decides Whether AI Says Your Name.

Being Cited Isn’t Being Recommended. The Question Decides Whether AI Says Your Name.

by Kim Albee | Sep 29, 2026 | VizzEx AI Citation Studies

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.

Strong SEO Doesn’t Carry Over Into AI Visibility. Our Control Group Proved It.

by Kim Albee | Sep 28, 2026 | VizzEx AI Citation Studies

Belief 1 of 7 from the VizzEx AI Citation Study mid-study findings One website in our study has 96,000 other websites linking to it. It is one of the best-known marketing publishers on the web. ChatGPT has never cited it. Not once, at any checkpoint in the study. That...
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