Search systems, site architecture, and the mechanics behind what ranks and why.
I’ve been going to Autzen since I was a baby. Of course I built a website about it.
109 pages of Oregon Ducks football. Season archives, rivalry records, recruiting data, player profiles, and the heartbreak index. Built by a lifelong Duck who is way too emotional about this program.












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I need to get something out of the way. SURPRISE: I am way too emotional about Oregon Ducks football. This has been true for my entire life. It will not be changing. So I might as well share that passion with anyone else who cares, right???? So i made this: Read more

I have made so many mistakes. I’m a solo operator with my side projects. Learning new tools and new ways of thinking is hard. Things go wrong. There’s an extreme learning curve with all this crazy new technology shit, and there’s so much I still have to learn. But doing and experimenting in new ways is how you get better, and mistakes happen. So let’s talk about it, so maybe… Read more

Technical SEO is often treated as a checklist, but its real purpose is clarity. This article explains how reducing ambiguity in structure, layout, and internal relationships makes websites easier for both crawlers and users to understand. Read more

Answer first search changes what content needs to do. As AI Overviews resolve basic questions directly inside search results, content must move beyond explanation and help users move forward. This article explains how to structure content around intent progression so visibility leads to engagement instead of stopping at understanding. Read more

Many websites are seeing impressions rise while clicks remain flat or decline. This article explains why visibility and traffic no longer move together, how AI Overviews and modern search behavior change click patterns, and how to interpret performance data correctly in modern SEO without assuming something is broken. Read more

AI Overviews represent a shift toward answer-first search, where Google increasingly summarizes information directly within results instead of relying on users to visit individual pages for understanding. This article explains why AI Overviews appear, what types of searches trigger them, and how they change visibility, click behavior, and the way modern search systems interpret content. Read more

This post explains the reasoning behind how this site is structured, including the constraints, tradeoffs, and assumptions that shaped its architecture over time. Read more

A practical guide to using Google Search Console as a visibility dashboard instead of a troubleshooting tool. This cheat sheet explains how to analyze search performance trends, identify growth and decline patterns, and turn raw visibility data into clear insights for reporting, strategy, and decision-making. Read more

This post documents how standardized SEO systems were used to support multiple enterprise 3.0 website launches. It focuses on coordination, structural decisions, and risk reduction across complex inventory, location, and legacy URL environments rather than one-off fixes or launch checklists. Read more

Modern search systems no longer “read” pages the way people do. They extract, interpret, summarize, and reuse content across many different surfaces. Your content is not just ranked. It is broken apart and reassembled. Read more

Eight core areas: how people search, modern search systems (AI Overviews, LLM retrieval), content strategy, local SEO, technical SEO, measurement, industry-specific SEO, and enterprise search. Each has a dedicated category hub.
New articles go up weekly. Deep-dive pillar pieces publish less frequently but cover topics comprehensively. Subscribe on LinkedIn for updates.
Yes. Every framework discussed here is tested on live sites. The portfolio documents the specific architecture decisions and outcomes.
SEO practitioners, marketing leads, and developers who work on search visibility. The content assumes intermediate knowledge and focuses on systems over tactics.
Selective freelance projects through Rose City Marketing. Audits, consulting, and hands-on implementation for sites that need structural SEO work.
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