eCommerce Attribution

Regional eCommerce operators in the GCC and Eastern Europe outgrow spreadsheets and patchwork pixels while ad spend rises faster than reporting maturity. Mature martech stacks have already proven the value of attribution, automation, and experiment cadence — but the full stack is too broad for a first regional entry point. Cash pressure arrives before perfect tooling does.

This venture transfers the proven model where the pressure actually sits: payback visibility by channel and cohort. Funnel instrumentation comes first, automation second, because automation is easier to sell once the operator trusts the numbers. Positioning centers on payback clarity rather than feature checklists.

The thesis earns build when paid acquisition tests produce stable attribution and cohort-level payback reads that operators trust. Channel expansion is the scale lever, applied only where payback holds. RECON is active — this is a thesis under validation, not a launch promise.