Field notes on AI search visibility.
Long-form writing on Answer Engine Optimization, AI search behavior, geographic authority, and the engineering decisions that decide whether a brand gets cited.

5 Things Luxury Real Estate Agents Are Getting Wrong About AI Search
Luxury real estate agents are losing AI-search share-of-voice in 2026 - five common mistakes, why each matters, and what to do instead. Practical, no hype.
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EEAT for Real Estate Agents - Building Authority That AI Trusts
How real estate agents earn citation authority in ChatGPT, Perplexity, and Gemini - author bios, transaction-history schema, NAR and MLS signals, and the case-study format AI engines actually quote.
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What Is an llms.txt File and Why Every Business Needs One
A plain-text llms.txt file at the root of your domain tells AI search engines what your business does and which pages to cite. The 10xSearch playbook on format, anatomy, and deployment.
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Schema Markup for AI Search - The Technical Guide to Getting Cited
The schema types ChatGPT, Perplexity, Gemini, and Claude actually use to decide who gets cited - JSON-LD examples, parsing rules, and the eight mistakes we see every audit.
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How Google's AI Overviews Are Changing Local Search for Real Estate
What AI Overviews actually do to real estate queries, why local agents are losing organic clicks, and the on-site changes that move sites from absent to cited in 2026.
ReadWhy Your WordPress Site Is Invisible to ChatGPT (And How to Fix It)
The technical reasons most WordPress sites are unreadable to AI engines, and a checklist of fixes you can execute this quarter.
ReadWe Analyzed 11 Real Estate Brands' AI Visibility. A Solo Agent Is Outranking Sotheby's.
A forensic look at how AI engines actually surface luxury real estate brands, with the structural reasons a solo agent is being cited above national franchises.
ReadThe Future of Search: AEO's Role
Where Answer Engine Optimization fits in the longer arc of search, and the categories of work that will compound for the next decade.
ReadWhy Traditional SEO Is Failing REALTORS in the Age of AI Search
Why ranked-list SEO under-delivers in an AI answer environment, and what residential teams should rebuild first.
ReadWhat Is Answer Engine Optimization (AEO) and Why Every REALTOR Needs It Now
A practitioner's introduction to AEO for residential real estate professionals, with the structural moves that make a page citation-eligible.
ReadWhat Is AI Search Visibility? The Complete Guide for 2026
A definitional walkthrough of AI search visibility, what it measures, how it differs from rankings, and how engines decide which sources to cite.
ReadHow ChatGPT Decides Which Businesses to Recommend
An evidence-based explanation of the signals ChatGPT weighs when surfacing local business recommendations, and what to engineer first.
ReadGEO vs SEO: Why Traditional Search Optimization Isn't Enough Anymore
How geographic authority engineering complements (and in some categories replaces) traditional SEO for AI-driven local discovery.
ReadThe Real Estate Agent's Guide to Getting Found by AI Search Engines
An end-to-end guide for agents and small teams covering entity setup, schema, GBP alignment, and the content cadence required to compound visibility.
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