Acknowledging to a Facebook user that you know they’ve visited your website, together with a relevant message, can be a highly-targeted way of getting mid-funnel users to complete the final steps to conversion.
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Sometimes, the direct approach can be effective in getting people to re-engage. Don’t be afraid to remind past visitors that they’ve been on your site and have engaged with specific triggers, such as destination pages.