Customer Journey Audit
A structured review of how shoppers move from first visit to purchase and return, highlighting drop-off points and merchandising friction for your store.
Engagements
Analytics work you can commission
Each engagement is a defined piece of customer behavior analysis for e-commerce brands—scoped, timed, and delivered by analysts in Bangkok, not a self-serve product login.
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01
Customer Journey Audit
A structured review of how shoppers move from first visit to purchase and return, highlighting drop-off points and merchandising friction for your store.
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02
Cohort Retention Study
Month-by-month and campaign-by-campaign retention views that show which first purchases lead to loyal buyers—and which promotions attract one-time traffic.
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03
Merchandising Affinity Review
Pair and basket analysis that surfaces which products travel together, which categories cannibalize each other, and where cross-sell placements are underused.
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04
Conversion Path Visualization Pack
Cinematic, board-ready visual narratives of how paying customers actually arrive—useful for aligning founders, agencies, and in-house marketers around the same evidence.
Cohort Retention Study
Month-by-month and campaign-by-campaign retention views that show which first purchases lead to loyal buyers—and which promotions attract one-time traffic.
Merchandising Affinity Review
Pair and basket analysis that surfaces which products travel together, which categories cannibalize each other, and where cross-sell placements are underused.
Conversion Path Visualization Pack
Cinematic, board-ready visual narratives of how paying customers actually arrive—useful for aligning founders, agencies, and in-house marketers around the same evidence.