35% of paid acquisition budget reallocated within 6 weeks
Validated two high-value customer segments and restructured paid acquisition strategy to improve efficiency and focus.
Feb 10, 2026
Market Understanding
Customer Segment Validation for DTC Brand
The Challenge
Paid spend was distributed across multiple audience clusters without clear performance differentiation. Internal debate persisted over which segments drove the highest long-term value.
Our Approach
• Conducted segment-level LTV and CAC comparison
• Analyzed repeat purchase behavior and margin contribution
• Validated demand signals through performance and cohort data
• Identified two segments with materially stronger economics
Results
• Priority segment framework
• LTV/CAC comparison model
• Budget reallocation plan
• Focused acquisition roadmap
Impact
Within one campaign cycle:
• 35% of paid budget reallocated to priority segments
• Acquisition efficiency improved
• Internal debate resolved with data-backed clarity