AI Visibility & GEO notes.
Short, opinionated posts on getting cited by ChatGPT, Gemini, and Google AI Overviews.
AI Strategy for Local Service Businesses: How Property Management and Industrial Brands Win in AI
A practical AI strategy for local service businesses. See how property management and industrial brands earn citations and recommendations in ChatGPT, Perplexity, and Google AI Overviews.
Continue ReadingSchema & Structured Data for 2026: How to Make Your Location and Services Machine-Readable
How schema markup makes your location and services machine-readable so AI engines like ChatGPT and Google AI Overviews cite and recommend your business.
Continue ReadingBuilding Your AI-Ready Knowledge Base
Build an AI-ready knowledge base: a single source of approved facts that reduces hallucinations, improves citations, and keeps AI from misrepresenting your brand.
Continue ReadingThe Knowledge Gap: What AI Doesn't Know
Learn how to find the missing content that keeps you out of AI answers—then build a Gap Map that prioritizes what to publish first.
Continue ReadingEntity-Focused Content: Educating the Machine
Learn why entity-focused content beats keyword-only SEO in the AI era—and how to structure pages so AI can understand, trust, and cite your brand.
Continue ReadingGoogle's Reminder: SEO Tools Are Helpful, But They Don't Replace Judgment
Google says third-party SEO tools can be useful, but they do not guarantee rankings. Learn how to evaluate SEO advice and prioritize what actually matters.
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