Our AI Search Visibility Is 39 of 40 and 5 of 80. Both Numbers Are Real.
Your AI search visibility score blends two unrelated questions. We publish our own numbers, including the weak half, and show how to split yours today.
Articles
The Coming GEO Reversion: When AI Engines Start Punishing AI-Heavy Content
AI engines don't punish AI content today. The incentives say a turn is coming. What the GEO reversion is, the signals behind it, and how to hedge now.
Every SEO Dashboard Built Before 2026 Measures the Wrong Half of AI Search
Rankings up, pipeline flat? Your SEO dashboard measures the clicked web and misses citations and mentions, the two AI-search metrics that decide who wins.
Most Sites Don’t Have an SEO Problem, They Have an Entity Problem
Your pages rank and AI answers still skip you. That is not an SEO problem, it is an entity problem. The diagnostic that tells you which one you have.
The Highest-Ranking Sites Are Getting the Fewest AI Citations
Your page ranks first and a lower page gets the AI citation. Ranking and citation are two different races. Here is the mechanism and the page-level fix.
Mention Mechanics: Why Reddit Earns AI Answer Mentions and You Don’t
A mention is your brand named inside an AI answer, and your website cannot earn it. Here is the off-page consensus mechanism that decides who gets named.
Citation Architecture: The Page-Level Signals AI Mode Actually Reads
AI Mode cites the page it can reconstruct, not the best one. The four page-level layers that earn a citation, in the order the engine reads them.
Entity Coherence: The SEO Audit Most Sites Skip (And Why It’s Now Load-Bearing for GEO)
Schema alone earns no AI citations. Entity coherence decides whether AI can assemble who you are. The audit, the failure modes, and a first-hand test.
Google June 2026 Spam Update: What It Targets and How to Respond
Google's June 2026 spam update ran 24-26 June. What SpamBrain targets, what's out of scope, and the response plan by seat: consultant, agency, in-house.
AEO Is Marketing, Not SEO (And Why That Changes Who Owns It)
AEO is filed under SEO, so half of it never gets done. The schema half is SEO; the half that gets you named in the AI answer is marketing. Here is the split.