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How Xlistr records marketplace traffic, sales, and listing-version windows without inventing missing data.

Takeaways

  • Each marketplace exposes different metrics; missing values stay blank.
  • Counters are stored as timestamped snapshots with deltas, not click-by-click events.
  • Version windows are observational and do not prove that a title change caused a sale.