WebmasterNinja blog

Field notes for SEO writers.

Practical notes on search intent, page structure, GEO, and measurement. The useful failures stay in the story.

Method note Queries

How we work

How we read queries, and where we differ from topical maps

We read the queries Google already sends your page instead of predicting the ones it should target. This note explains what that trade buys, what it costs you, and where it puts us next to Koray Tugberk Gubur's semantic SEO framework.

Includes the patents the related-terms work actually rests on, and why no topical authority score is printed.

Read the note
R&D report 001 Pipeline dry run

Featured · Query intent

What ten Indonesian queries taught us about answer format

We tested whether searches about the same topic returned different pages when the wording asked for a definition, a procedure, or an explanation. Queries asking for the same answer format shared more results in this capture. The run was too small and incomplete to support a ranking claim.

The report explains the SEO-writing takeaway, shows every query pair, and documents why the larger study was paused.

Read the article

How we publish

Useful notes, with the limits left in.

Posts separate what we observed, what broke, and what remains a working assumption. A dry run does not become a ranking claim because the chart looks convincing.