8. 30-Question Retail Sample at 80%: Four PDCA Cycles

After wiring up the router, I ran a 30-question benchmark and pushed NL2SQL EX (Execution Accuracy) from 66.67% to 80%. Here’s what I fixed across four cycles and where things broke.

April 14, 2026 · 7 min · Junho Lee

4. Off-Site GEO - How to Win Over AI That Ignores Your Official Site

Even with perfect On-Site GEO, half of AI citations come from external channels. We cover platform-specific Off-Site strategies and how to diagnose your robots.txt setup.

April 4, 2026 · 7 min · Junho Lee

3. Can DataHub's Glossary Work as an Ontology?

We tried using DataHub’s Business Glossary as an ontology store. What worked, what didn’t, and how we worked around it.

February 18, 2026 · 8 min · Junho Lee