SEO Daily Brief
On "From AI Users to AI Builders: The Next Phase of AI in Marketing [MAICON 2026]"
The shift from consuming AI to building with it is real, but marketing teams should pump the brakes on the narrative that this is some natural evolution everyone needs to chase. Most organizations still haven't squeezed real ROI from the tools they're already using—they're…
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On "How topical authority spreads (and where it doesn’t) in ChatGPT [Study]"
Topical authority as a concept starts collapsing the moment you test it against how LLMs actually work — these models don't care about your site's thematic coherence the way Google's algorithms do, so expecting spillover from one topic cluster to another misses the fundamental…
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On "The #1 ranking factor for AEO"
If Ahrefs is claiming there's a single dominant ranking factor for answer engine optimization, they're oversimplifying a problem that doesn't have a clean hierarchy yet. AEO is still too new and fragmented across different engines (Perplexity, ChatGPT, Claude) for anyone to…
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