Evidence-based insights on AI visibility — grounded in Google's own documentation, not GEO hype.
Google's Quality Rater Guidelines are the closest thing to a quality playbook Google has ever published. Here's what every brand needs to know about E-E-A-T, content quality, YMYL standards, and how it all connects to AI visibility.
Read more →51% of B2B buyers start in AI chatbots. We tested the major GEO tools — Semrush, Ahrefs, Peec, Profound, AthenaHQ, Targetlytics, and GeoContextAI — and compared them on multi-platform monitoring, buyer journey awareness, citation forensics, and hallucination detection.
Read more →Google's AI search features use an ensemble of ranking systems — RankBrain, Neural Matching, BERT, MUM, and more — to decide what gets cited. Here's how they actually work together, based on Google's own documentation.
Read more →Most GEO tactics being sold to agencies are debunked by Google's own documentation. Here's what Google actually says about optimizing for AI search features — and why it's just good SEO.
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