Where algorithms fail and human behavior takes over.
marketing
Commercial teams at airlines and large OTAs share a predictable seasonal ritual. They walk into the boardroom with glowing slides and demand more budget for metasearch. Their argument sounds bulletproof. Look at the charts, we sold two thousand more seats than last month. Flights depart full, and executive leadership is
Paid Ads
An anonymized B2C airline case study showing why Target CPA on brand search can cut direct booking volume and send demand to aggregators.
AI & Tech
How AI agents break travel marketing attribution, why the click funnel is losing causality, and where budget control still survives.
marketing
Why full flights can still lose money when panic discounts and last minute paid search destroy route margin.
marketing
Why airline loyalty databases burn out from generic campaigns, and how a booking window of 180 days makes segmentation useful again.
marketing
Why noisy meetings reward volume over competence, and why the quiet people with the facts end up paying the price.
AI & Tech
When a travel agency tries to win generic search queries like trips to Turkey, the result is predictable. Aggregators and platform ecosystems already own the top spots. They have the volume, the dynamic pages and the math on their side. If all someone wants is a charter flight, a shuttle
analytics
A practical look at API discrepancies in web analytics across two million visits and the places where measurement quietly breaks.
AI & Tech
Where AI actually helps in marketing and analytics, where it fails, and why attribution mistakes still cost real money.