Nine pieces on how AI answer engines work, what drives brand citation, and what B2B SaaS brands need to change to remain visible as search shifts toward synthesized answers.
The shift from search results to AI-synthesized answers changes what brand visibility actually means. AEO isn't a variation on SEO — it's a response to a different question about where buyers go to form their category understanding.
Read article →Training data, authority signals, brand co-occurrence — the mechanics behind why some brands consistently appear in AI-generated answers and others remain invisible no matter how good their product is.
Read article →AI systems understand brands as entities — not as sets of keywords. Consistent name, description, and structured signals across the web are what allow AI to correctly identify and attribute your brand in its answers.
Read article →Google AI Overviews are now appearing on a significant portion of searches, absorbing clicks that previously went to organic results. How Google selects sources for AIO, and what content signals improve your chances of appearing in them.
Read article →Perplexity retrieves sources in real time. ChatGPT draws on both trained knowledge and browsing. The citation patterns are meaningfully different — and both platforms matter for B2B brand visibility in ways most teams haven't mapped.
Read article →Schema markup is systematically underused in most AEO strategies, even though it's one of the clearest signals AI systems use to understand content context and brand identity. Which schema types actually matter and what to implement first.
Read article →Not all content is equally citable. The structural and format differences between content that consistently appears in AI answers and content that gets ignored — even from high-authority domains.
Read article →AEO measurement is possible — it just requires a different approach than standard analytics. How to build a structured query set, test citation frequency across platforms, and track whether your brand's AI visibility is actually changing.
Read article →Most B2B SaaS brands are still optimizing for 2019 search while their buyers are increasingly using AI to research and evaluate vendors. The competitive dynamic in AI citations, and what taking AEO seriously actually looks like.
Read article →Editorial PR campaigns designed to earn the placements AI systems learn from. Fixed price, guaranteed placements, no retainers.
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