KLM — Branded Paid Search Impact Validation

Led a geo-experiment for KLM, funded by Google’s Digital Accelerator Program, testing the impact of branded paid search.

Implemented 26-day randomized holdout test across 10 US markets.

Found no significant booking lift; provided SEO click recovery insights and reusable testing framework.