Define the series
Map each limited release and distinguish restocks from new editions. Review the effect of stock limits on who had a chance to purchase.
Inspect candidates
Illustrative example: repeat participation across three editions makes a buyer a candidate for a private invitation. Resolve ambiguous identities before applying a per-buyer benefit.
Keep allocation under your control
Choose your eligibility and exclusions before announcing the window. The buyer graph is not a bot-detection, fraud-prevention or identity-verification system.
Read missed releases carefully
A buyer may miss an edition because stock sold out. Pair the cohort result with availability context before moving a collector into a winback audience.
Before you begin
Can I explore this without installing?
Yes. The sample report explains the workflow, and qualified brands can request an audit without Shopify login or app installation.
Will this automatically launch a campaign?
No. Recommendations and sample interactions do not send messages or change your store. Configure and verify your actual workflow in the app and sending platform.