Reconcile Instagram Leads With Booking Records

Use campaign-level attribution when person-level matching is unavailable. If the booking system preserves source parameters, validate that path with a test. Keep unmatched bookings and unknown sources visible instead of forcing every result into a campaign.

1. 1Step 1Document the fields available in both systems.
2. 2Step 2Test the destination-to-booking attribution path.
3. 3Step 3Report matched, unmatched and unknown outcomes separately.

A booking page that retains a campaign label can support aggregate campaign reporting even if the Instagram handle is not collected. That does not establish a complete person-level journey.

Do not claim AP3K natively records off-site bookings simply because a DM contains the calendar link.

Use AP3K activity to inspect the supported interaction and action stages, then use the appropriate destination or sales system for off-site outcomes. Successfully sent public replies and DMs are automated actions; they do not prove that someone read a message, booked an appointment or paid. Keep dates, units and source limitations visible. Examples in this guide illustrate reporting methods and are not AP3K customer results or forecasts.

Review attribution coverage and completed bookings together. A higher reported conversion rate caused by missing records is not a genuine improvement.

• Every metric names its source, unit and reporting period.
• Tests, incomplete observations and unknown attribution are labeled.
• The next action addresses the stage supported by the evidence.

Use the next guide for a related decision, or browse the topic library to choose a different workflow.