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Analysis of mutual benefit from information sharing and exchange between an online platform and a seller

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  • Lee, Eunji
  • Tang, Christopher S.
  • Minner, Stefan

Abstract

When a seller uses both a direct sales channel and an external online platform, the seller and the platform can obtain private yet correlated market signals that improve demand forecasting. This setting motivates an analysis of whether, and under what conditions, they should unilaterally share or mutually exchange these signals. While the platform sets its commission rate and the seller determines its selling price, we investigate whether bilateral “exchange” can address the incentive misalignment inherent in unilateral “sharing,” thereby enabling both parties to maximize their profits by leveraging each other’s signals. Our equilibrium analysis reveals that when demand for the seller’s online channel is sufficiently high, the seller can incentivize the platform to unilaterally share its signal via a side payment. Furthermore, when the seller’s signal is highly precise, unilateral sharing can benefit both parties, regardless of the relative market sizes of the two channels. However, mutual exchange yields no additional benefit over unilateral sharing for either party. Even when the commission rate is fixed and independent of signals, the platform can still achieve a win-win outcome through unilateral sharing by using a two-part tariff, albeit with a higher commission than in the no-sharing scenario.

Suggested Citation

  • Lee, Eunji & Tang, Christopher S. & Minner, Stefan, 2026. "Analysis of mutual benefit from information sharing and exchange between an online platform and a seller," European Journal of Operational Research, Elsevier, vol. 331(3), pages 849-865.
  • Handle: RePEc:eee:ejores:v:331:y:2026:i:3:p:849-865
    DOI: 10.1016/j.ejor.2025.10.017
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