The market is not really selling AI visibility yet. It is selling the missing ruler. That may sound like a joke, but it is also the core problem. Brands are being asked to care...
Read ArticleThere is a growing sense that “SEO for AI” is the wrong shorthand. The discussion increasingly centers around something messier and more operational: a split-brain marketing...
Read ArticleFor years, the playbook for being found online was fairly familiar: make the page crawlable, add structured data, and keep the technical house in order. That still matters. But...
Read ArticleThere is a quiet shift underway in how AI systems surface brands, and it is not especially flattering to anyone who likes neat campaign calendars. The pattern suggested by the...
Read ArticleThere is a small but important shift happening in AI search, and it is not especially glamorous. The old idea was that a brand could optimize once, collect citations, and enjoy...
Read ArticleThe old advice was simple: show up everywhere. The newer version is less glamorous and, frankly, more annoying for anyone who likes a tidy content calendar: show up in a form...
Read ArticleAttention in the AI visibility conversation appears to be shifting from polished content alone to something a little less glamorous and a lot more operational. The emerging...
Read ArticleFor years, the default instinct in digital marketing was simple: rank higher, get seen more, repeat. AI visibility is making that playbook look a little too tidy. The...
Read ArticleThe signals suggest AI citation is moving toward entity recognition and external consensus. That is a tidy way of saying the game may be shifting from “who published it first”...
Read ArticleThe articles above are based on ongoing research into: How to increase AI visibility, mentions and citations
Live research
159 Days of continuous research
