Paid Ads
The Smart Bidding Trap. How a Commercial Team Loses $1.3M on Its Own Brand
An anonymized B2C airline case study showing why Target CPA on brand search can cut direct booking volume and send demand to aggregators.
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
A flight metasearch case study on ownership, burnout, and the cost of bad attribution.
Paid Ads
How chasing weather shifts, news hooks, and sudden spikes breaks automated bidding in travel campaigns, drives up CAC, and delivers daydreamers instead of bookings.
Paid Ads
I lowered bids on a core domestic route, dropping average ad position from 1.9 to 2.7 with only a 4% loss in impression share. Testing how much free brand search automated targeting actually cannibalizes.
Paid Ads
Real numbers reveal the gap between automated attribution and first-click reality. 2400 orders at 1.04 USD versus 600 at 4.16 USD. How algorithms cannibalize branded traffic and destroy unit economics.
Paid Ads
A practical breakdown of smart ad campaigns: why automated strategies are market validation tools, not magic sales buttons. A real-world case study on $100 test budgets and unit economics.