I identify what users are searching for around a product, then design the information architecture and content flow that meet that demand. My focus is not simply publishing more articles, but building a path where the right keywords lead to discovery, trust, and eventually conversion.

BHSN SEO Infrastructure and Content Operations

2024.04 - 2026.02

Search Console view showing BHSN SEO performance
BHSN content performance report
Google search result for BHSN SEO content

Context

  • BHSN needed a content strategy and execution system for lead generation in a legal AI B2B SaaS market, starting from the initial SEO/GEO setup.

Role

  • Led SEO infrastructure setup and content strategy.
  • Owned the full process from search measurement, keyword mapping, publishing operations, and blog direction to ongoing performance review.

Strategy

  • Segmented legal and AI keywords by search intent, then designed content calendars and editorial structures by category.
  • Built a measurement setup across Google Search Console, GA4, GTM, and Looker Studio to review search acquisition and conversion flow together.
  • Created content for different stages of awareness, consideration, and conversion instead of relying on volume-based publishing.

Execution

  • Built a core keyword map and produced or managed more than 110 blog articles.
  • https://allibee.ai/blog
  • Prioritized topics with search potential and consistently managed titles, meta structure, article flow, and internal linking.
  • Translated complex AI and legal concepts into practical language that could work for search and for real users.

Results

  • 22,132 organic clicks.
  • 961,776 organic impressions.
  • 50+ core keywords entered the Top 10.
  • Average search position of 6.3.
  • Average page engagement time of 1 minute 12 seconds.
  • 59.4% CTR for branded keywords.

Global SEO Content Strategy for Greenlabs

2022.11 - 2023.01

Global SEO keyword structure for Greenlabs
Greenlabs global content planning sheet
Farmy content screen
Example CRM message screen

Context

  • As Greenlabs prepared to launch Farmy, the global version of its agricultural service Farm Morning, the team needed to redefine search approaches and content structures by country.
  • The task required more than translation. We needed to understand how the service could be discovered in each market and how content operations should adapt.

Role

  • Designed the SEO content framework for global service expansion.
  • Worked with a growth marketer to define country-level content direction while balancing search strategy and production feasibility.

Strategy

  • Focused on building a scalable structure for search demand and content architecture across 82 countries and 10 languages.
  • Used domestic content operations experience as the base for a global content framework.

Execution

  • Researched agricultural keyword demand by country, defined content frames, and separated topics that required localization from topics that could use a shared global structure.

Results

  • Created a foundation for applying domestic content operations experience to global content strategy.
  • Gained hands-on experience designing search-friendly content structures for a global service stage.

Organic Content Production for Fresh Market

During my time at Greenlabs

Fresh Market organic content list
Google search result for Fresh Market organic content

Context

  • Fresh Market needed organic content that could respond to agricultural and crop-related search demand and improve search acquisition.

Role

  • Wrote and distributed long-form organic content, then reviewed performance after ad and KakaoTalk message distribution.

Strategy

  • Structured topics around cultivation and purchasing questions that users were already searching for, turning them into informational content discoverable through search.

Execution

  • Produced organic content to support Fresh Market SEO.
  • Wrote long-form content with search potential and monitored user response after promotion and message delivery.

Results

  • Published two pieces of content that appeared on the first page of Google search results.
  • Gained end-to-end experience from early organic content planning to distribution and response analysis.
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