Google AI Overviews do not pull citations from the top-ranked pages the way most SEOs assume. An Ahrefs study of 300,000 keywords and 4 million AI Overview URLs found that only 38% of cited pages rank in the top 10 for the same query. As recently as late 2024, that number was 76%. The shift […]
Google made three significant changes to AI Max on April 30, 2026: the feature is now out of beta, it expanded into Shopping and travel campaigns, and a new natural language control called AI Brief gives advertisers a way to guide the AI using plain language instead of keyword lists. Separately, Google confirmed that Dynamic
Entity co-occurrence is one of the least talked-about ranking signals in SEO, and one of the most measurable. When Google repeatedly sees two entities appear together across thousands of web pages — “fence contractor” alongside “HOA approval,” or “mortgage broker” alongside “debt-to-income ratio” – it learns that those concepts belong together. Pages that cover a
How to Map Entity Co-Occurrence Gaps with Claude Code (2026) Read More »
Entity salience is Google’s measure of how central an entity is to a document, expressed as a score from 0.0 to 1.0. A page about fence installation in Portland might score “fence contractor” at 0.58 and “wood staining” at 0.04. The higher the score, the more Google treats that entity as the subject of the
How to Score Entity Salience with the Google NLP API and Claude Code (2026) Read More »
Most “Topical Authorities” Are Keyword Lists in a Trench Coat Ask ten SEOs to define a topical map and nine of them will describe a spreadsheet: a list of keywords grouped by subtopic, maybe organized into a pillar-and-cluster structure, with a content calendar attached. They call it a topical map. What they’ve actually built is
Topical Authority Mapping with Claude Code: The Practitioner’s Playbook Read More »
Google Has Been Telling You the Answer Since 2012 (And Most SEOs Still Haven’t Listened) In 2012, Google published a blog post titled “Things, not strings” explaining that its search engine was evolving from matching character sequences to understanding real-world entities: people, places, organizations, concepts. At the time, most SEOs treated it as an interesting
Entity SEO with Claude: Build a Knowledge Graph That AI Systems Actually Cite Read More »
AI search visibility is the rate at which your brand, content, or products appear in AI-generated responses from ChatGPT, Perplexity, Google AI Overviews, Claude, and Gemini. Unlike a search ranking, it is not a fixed position — it is a citation rate across a set of prompts relevant to your category. The two strongest predictors
AI Search Visibility: How to Track, Improve, and Report Your Brand’s LLM Presence (2026) Read More »
How to Rank in Google AI Overviews: A Claude-Assisted Workflow (2026) To rank in Google AI Overviews, your page needs to rank in the organic top 10 first, cover the fan-out queries Google uses to research the topic, and present information in short extractable answer blocks. Pages cited in AI Overviews rank at a median
How To Rank In Google Ai Overviews Read More »
Answer engine optimization (AEO) is the practice of structuring your content so that AI systems can extract, cite, and surface it directly inside generated answers. Unlike traditional SEO, which earns you a position in a ranked list and hopes someone clicks, AEO earns you a citation inside the answer itself. In 2026, Google AI Overviews
Answer Engine Optimization (AEO) in 2026: The Practitioner’s Playbook Read More »
Somewhere in the last 18 months, the SEO industry discovered a new hobby: inventing acronyms. We got GEO (Generative Engine Optimization). Then AEO (Answer Engine Optimization). Then LLM SEO, AI Search Optimization, SGE optimization, and my personal favorite — someone on LinkedIn last month called it GAIO. Generative AI Optimization. There’s an entire corner of
GEO SEO Audit Claude Read More »
