The latest marketing news and practitioner insights in AI SEO, updated daily.
Some topics look small in search volume yet dominate AI conversations. Comparing keyword volume against prompt volume in one table tells you what kind of page to build.
More than 20 vendors sell AI visibility measurement with little methodological consistency. The IAB's framework sets shared vocabulary around presence, prominence, portrayal and persuasion.
Gemini brand mentions never reach Search Console or GA. Combining a prompt library, AI visibility tools and analytics signals is how to measure AI search presence directly.
Clarity now segments the AI Citations dashboard by branded and non-branded queries, separating existing brand demand from genuine new discovery in AI search visibility reporting.
Princeton GEO research found entity-optimised content gained 30–40% more LLM visibility. Three structural approaches: heading hierarchy, silos, and page role separation.
Every correction you make is training data the system can capture. From kill logs at the brief stage to retrieval verification — start with the quality gate.
An LLM cannot hold an opinion, so it borrows one humans already shared. YouTube keywords appearing in AI Overviews grew from 3.6 million to 36.2 million.
AI is deconstructing the traditional article. Pulling verified information, quotes and data out of a rigid container and into flexible delivery pipelines.
Pure AI pages vanished from search within nine months. Hand-rewritten pages gained 12% in clicks, and human-first content was 8x more likely to rank first.
AI Mode passed a billion monthly users and 91% of citations appear on just one engine. Money, traffic and jobs moved before anyone could prove what caused it.
AI Overviews became a core search feature within a year. AI Mode visits rose from 126 million to 279 million as queries shift toward long natural-language questions.
Ask ChatGPT to describe your business and see what comes back. A new audit layer that evaluates the collective understanding your assets create, not the assets themselves.
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