//Why abandoned visitors are not cold traffic
Cold traffic has never expressed intent in your category. Abandoned paid-search visitors did the opposite: they searched a specific query, evaluated paid placements, selected yours, and reached your funnel. Their failure to convert is a workflow event — not a verdict on intent.
//Recovery vs retargeting
Retargeting waits for a returning ad impression and depends on cookies and platform graphs that continue to erode. Recovery treats the original abandoned session as the asset, structures it into a suppression-ready record, and routes it through approved channels.
//Recovery vs ordinary visitor identification
Commodity visitor identification produces a list of names. Recovery produces a workflow: scored intent, preserved paid-search context, suppression review, and routing into the systems the client already operates.
//The role of scoring and suppression
- Intent score derived from paid-search context and funnel depth.
- Existing-client and prior-lead suppression before activation.
- Duplicate collapse across sessions, devices, and households.
- Opt-out and out-of-market filtering at the record level.
//Data-only recovery vs managed activation
//Where CRM, direct mail, webhook, and SFTP fit
Recovered opportunities are infrastructure-agnostic. They can be delivered as a CRM record, a webhook payload, an SFTP drop, or a mail file — whichever workflow the client already runs.