Journal

How we think about search markets.

Market modeling, commercial page architecture, AI visibility, and the economics of organic search. Written for founders, growth leads, and the people who build.

Commercial SEO·March 20, 2026·6 min read

Use-Case Pages Are Your Highest-Value Commercial Pages

Most SaaS sites have a homepage, a pricing page, and a blog. What they are missing is a commercial page layer that captures buyers who already know the category and are searching for a solution that fits their specific situation. Use-case pages are where that capture happens.

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Commercial SEO·March 13, 2026·6 min read

The Comparison Page Problem

Most SaaS companies lose the decision stage in search because they don't own the comparison layer. When a buyer types "[your product] vs [competitor]," they land on a page written by someone else. That page makes the recommendation.

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Commercial SEO·March 2, 2026·6 min read

Domain Rating Is Not a Strategy

DR is a useful number. It is not a strategy. Most link-building programs are organized around raising the domain rating: get to DR 50, then DR 60, as if the number itself produces commercial outcomes. It does not.

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See your market in dollars.

Market Map gives you the full picture: market size, every site collecting the demand, the authority gap, and the pages and links that win it.