What Is LLM Optimization? The Marketing Definition (and the One Engineers Use)
Search LLM optimization and you find GPU tuning, but marketers use the same term for brand retrieval and citation. Learn what each meaning covers.
AI Search
Field notes on AI-Powered SEO, technical foundations, and the search work that actually moves revenue.
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What Is a Generative Engine Optimization Agency? What They Do, What They Charge, and What They Can’t Promise
A GEO agency improves how AI systems retrieve, cite and describe your business, with work spanning content, corroboration, consistency and measurement.
How Do You Track AI Visibility? A Manual Method and What the Scores Mean
A repeatable way to track whether AI systems surface your brand — plus what a vendor's AI visibility score counts and what Search Console already shows.
What’s the Best Answer Engine Optimization Tool? How to Test One Yourself
There is no single best AEO tool. Use this acceptance test to compare platforms, test data ownership and decide when a spreadsheet still wins.
AI SEO Agency vs Your Current SEO Agency: What’s Actually Different
Two services share the AI SEO label: AI-assisted traditional SEO and optimization for AI surfaces. Learn how to tell which one you are buying.
How SEO Changes in the AI Search Era: What Still Works in 2026
See what changed in SEO in 2026, what still works in AI Mode and AI Overviews, and how to build measurable search visibility without chasing AI SEO hacks.
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