Visibility Hub
AIO ClicksBe visible.Be findable.Be recommended.
Research and field notes on how businesses get found on Google and recommended by AI: SEO, GEO, AIO, and what the evidence actually says. Written by the team, for the people who run the business.
The library
GEO
- September 2026AI Search Intent: How Query Type Changes What AI CitesAI search intent decides the source: consideration queries cite 59–86% earned media, transactional queries 52–68% brand pages. What to build for each stage.
- AI Search for Small Business: Why Niche Brands Can Win CitationsAI search for small business works differently: for niche brands, AI ranks from what it retrieves today, not from training data. Five steps to earn citations.
- August 2026AI Brand Influence: Why Shaping AI Responses Beats Appearing in ThemAppearing in AI search is not the same as influencing it. AI brand influence is whether your content shapes the response. Here is the evidence.
- July 2026Digital PR SEO: Why AI Search Rewards Earned MediaDigital PR SEO investment that produces the right editorial coverage in the right publications has become the most directly AI-citation-mapped investment
- AI Search vs Google: Why They Cite Completely Different SourcesMedian overlap between GPT-4o citations and Google's top ten is zero. University of Toronto data on what each system draws from.
- SEO to GEO: The Complete Paradigm Transition GuideSEO to GEO is not a tactical update. It is a paradigm shift. Here is the research evidence on what changed and what the full transition requires.
- June 2026AI Search Behavior: How Buyers Shifted From Navigation to DelegationBuyers accept AI answers rather than comparing sources. Here is the research evidence on AI search behavior and the brand strategy implications.
- Google Officially Retires FAQ Rich Results: What It Means for Your SEOGoogle has officially removed FAQ rich results from Search and is phasing out related Search Console support. Here's what changed and what to do with your FAQ schema.
- Generative Legibility: Content That AI and Humans Can Both ReadGenerative legibility is the content standard where AI and human readability converge. Here is what the research shows about building it for GEO.
- Digital Visibility Strategy: The Three-Layer GEO TransitionAI search reshaped digital visibility strategy across three layers. Research evidence on what shifted technically, economically, and culturally.
- AI SEO Metrics: How to Measure What Actually Matters in GEORank and click-through do not describe AI search. Inclusion rate, average position and influence score do. How to measure each, monthly.
- AI Authority Signals: How the Authority Loop Works in AI SearchAI authority signals are recursive. The authority loop explains why cited sources get cited more and how any brand builds its way into the loop.
- GEO Ranking Factors: Selection, Contribution, and ConsistencyLinks and domain authority barely move AI citation. Selection, contribution and consistency do. What each means and how to build them.
- AI Zero Click: Why One AI Citation Is Worth Ten Traditional Search Rankings80% AI zero click with AI Overviews. One voice across 2.8M results. MIT research reveals why a single AI citation outweighs ten traditional rankings
- AI Search Credibility: Why Citations Make Buyers Trust Wrong AnswersAn MIT experiment found citations lift trust in AI answers regardless of accuracy. What that means if AI describes your business wrongly.
