work

Case studies in growth, market entry, and AI search

Five projects spanning GEO/AEO strategy, APAC market expansion, and the systems built to track them.

GEO / AEO strategy

AEO/GEO strategy and citation-monitoring system

Crepity CO., LTD · Digital marketing and project manager · June 2024 to current

Designed and led an AEO/GEO strategy to increase brand visibility across AI-generated search results, building a citation-monitoring system and scoring model from scratch to diagnose performance gaps and drive content optimization.

60%
citation rate
16x
impressions
44x
ranking gain
#1
from #44
Citation-monitoring dashboard
Systems & dashboards

Live SEO dashboard, weekly automated monitoring

Crepity CO., LTD · Digital marketing and project manager

Built a live, automated SEO dashboard in Streamlit, integrating GA4, Google Search Console, and the Google Sheets API to replace manual reporting with continuous, weekly-refreshed visibility into ranking, impression, and citation performance.

3
data sources tied in
weekly
automated refresh
Streamlit SEO dashboard
Market expansion

Philippines program rebrand

Crepity CO., LTD · CEO-facing core team member

Led a full rebrand of the Philippines study abroad program, including business model, website architecture, and GEO strategy, while equipping the sales team with updated go-to-market collateral.

2.6x
enrollment, prior FY
Before Original Philippines program site and brand
After Rebranded Philippines program site
Market expansion

Korea market entry

Crepity CO., LTD · Digital marketing and project manager

Spearheaded expansion into the Korean market through end-to-end website localization, SEO and accessibility restructuring, and CRM implementation, scaling Korean enrollment within a single semester.

50%
of total enrollment, one semester
Before Original Japanese site
After Localized Korean site
Conversion infrastructure

Conversion tracking and site builds

Crepity CO., LTD · Digital marketing and project manager

Developed responsive websites from Figma designs and engineered conversion tracking infrastructure, including Meta Pixel and multi-campaign attribution tags, to improve year-over-year conversion performance.

48%
YoY conversion increase
Before Figma design
After Live responsive site