Journal
Notes from the post-model era
Field notes on search, AI answers, and getting found, from the PageLyft studio in Miami.
AI Search
What an AI SEO Agency Actually Does
The real deliverables, how AI-assisted workflows change scope and speed, what to ask before you hire, and an honest anti-pitch on who should not hire one.
AI Search
How to Measure AI Search Visibility
Prompt sampling, citation share, AI referral traffic, and brand-mention tracking. A practical framework for measuring AI search visibility and what a monthly report looks like.
AI Search
Answer Engine Optimization, Explained
What AEO means, how it overlaps with GEO, and the honest truth that the industry uses these terms loosely. Traced from featured snippets to today's AI answers.
AI Search
How to Get Cited by ChatGPT and Perplexity
Retrieval versus training data, quotable passages, schema, freshness, and the PR signals that make an AI engine reach for your page and put your name on the answer.
AI Search
GEO vs SEO: What Actually Changes
A practitioner's side-by-side of ranking versus being cited. What transfers from your SEO work, what breaks, and where the differences are overstated.
AI Search
Generative Engine Optimization: A Complete Guide
What GEO is, how AI answers get assembled, and the on-page, entity, and authority work that gets your brand cited. The hub for our AI search cluster.
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