Search intent
Map buyer questions, topics and page roles.
INTERNATIONAL SEO · CONTENT SYSTEMS · WORDPRESS
I connect search research, English content, website implementation and measurement to help technical ideas reach the right audience.
Map buyer questions, topics and page roles.
Turn research into a maintainable publishing system.
Report the source, window and limitations.
For hiring teams, collaborators and international businesses looking for someone who can connect SEO thinking with content and implementation.
SELECTED EVIDENCE
Only evidence explicitly approved for homepage publication appears here.
712 → 4,152 impressions across matched 38-day windows.
Google Search Console average position across the same windows.
Days with an average Top 10 position in each matched 38-day window.
A closer look at how I researched the opportunity, reorganized the content system and evaluated the resulting search signals.
Read the full case study ↗An indexed educational article generated limited organic visibility because it answered the core question too slowly, covered only a narrow set of informational intents and offered no natural path from learning to product selection.…
I grouped existing Google Search Console queries into six intent families: definition, working principle, reason, safety, comparison and product selection. The original linear article was rebuilt as a modular resource hub. The new structure…
Across two matched 38-day windows, search impressions increased from 712 to 4,152 (+483%), clicks rose from 6 to 16 (+167%) and average position improved from 20.6 to 8.7. The number of days with an…
WHAT I CONNECT
I work across research, content and WordPress—not as separate tasks, but as one connected growth system.
Intent research, opportunity mapping and practical prioritization.
01Page roles, topic relationships and clearer decision paths.
02Translate technical knowledge into clear, useful and search-aligned content.
03Reusable templates, ACF content models and maintainable editorial controls.
04Use Search Console and analytics data with clear scope and limitations.
05HOW I WORK
Clarify the business, audience, constraints and available evidence.
Study search demand, competitors, existing content and user questions.
Define page roles, content relationships and implementation priorities.
Turn the strategy into content, templates and pages that can actually ship.
Observe the signals, document limitations and improve the system.
SEO & AI LEARNING NOTES
Field notes on international SEO, content systems, WordPress and carefully reviewed AI-assisted workflow experiments.
ABOUT
I work across search research, English content, WordPress implementation and measurement—turning strategy documents into pages and systems that actually ship.
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