Methodology
Signal recovery is an operations problem, not just a tracking problem.
Browser restrictions, ad blockers, consent logic, and brittle client-side scripts all degrade marketing signal. Vendo treats recovery as a system: better collection, better sync, and better monitoring.
Framework
What the methodology optimizes for.
01
Capture first-party events
Collect high-value behavioral and commerce events through first-party tracking.
02
Sync server-side conversions
Send payment-verified and lifecycle events directly to downstream platforms.
03
Deduplicate and validate
Prevent double counting and keep the event model consistent.
04
Monitor signal health
Detect drops, schema drift, and sync failures before they damage reporting.
Core principles
Assume client-side measurement will be incomplete and design around it.
Use first-party and server-side collection where the signal matters most.
Deduplicate across browser and server events before reporting or syncing.
Monitor loss, drift, and schema changes continuously instead of assuming the pipe still works.