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Academic Publication Academic Publication

Commit on Effort or Sales? Value of Commitment in Live-streaming E-commerce

36
Citations
November 1, 2024
Published Date

Research Abstract & Technology Focus

With rapid development of live-streaming e-commerce, an increasing number of firms are collaborating with live-streamers (e.g., online influencers and celebrities) to host online live-shows for selling their products. To reduce the firm’s risk and motivate it to stock more, live-streamers can commit a minimum sales volume and/or the effort devoted to attracting fans and promoting the upcoming live-show. In this article, we study the roles of such sales and effort commitments on the performance of a “supply chain” in which a seller sells its product via a live-streamer. Product demand at the live-show is random while depending on the live-streamer’s pre-show effort and the seller needs to decide the amount of inventory for sale at the live-show. We consider three scenarios, in which the live-streamer makes sales-only, effort-only, and hybrid commitments, and compare the decisions and profits of both parties. We show that the commitment on sales volume or effort is mutually beneficial to the seller and the live-streamer. Moreover, the hybrid commitment can motivate the seller to stock more inventory and induce more effort from the live-streamer compared to sales-only or effort-only commitment. The live-streamer always prefers the hybrid commitment whereas the seller may prefer the sales-only commitment, for example, when the penalty is at a medium level.
commit effort sales value commitment live-streaming
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AI Semantic Synergy Context

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Commit Please

GitHub-powered coworking for developers
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producthunt.com › comment
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Pixel

This is a sharp positioning. For e-commerce folks, the biggest pain point with multi-platform ads is rebuilding campaigns for every channel, resizing creatives, and guessing budget allocation.Espec...
producthunt.com › comment
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Commit Please

cool concept, has potential. only thing is, it appears to only work for public contributions. private repos don't seem to register activity.
producthunt.com › comment
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Commit Please

How are you validating real user behavior at Commit Please right now?

Frequently Asked Questions (FAQ)

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What is the core focus of the research titled 'Commit on Effort or Sales? Value of Commitment in Live-streaming E-commerce'?

This literature focuses on: With rapid development of live-streaming e-commerce, an increasing number of firms are collaborating with live-streamers (e.g., online influencers and celebrities) to host online live-shows for selling their products. To reduce the firm’s risk and...

Are there open-source GitHub repositories related to Commit on Effort or Sales? Value of Commitment in Live-streaming E-commerce?

Yes, open-source projects like XBuilderLAB/cheat-on-content (You're reading this. The skill predicted it. A workflow that turns every post into a calibrated experiment—score, blind-predict, retro, evolve. The...) are actively building upon these concepts.

Which startups are commercializing the technology behind Commit on Effort or Sales? Value of Commitment in Live-streaming E-commerce?

Products like Commit Please are bringing this to market. Their focus is: GitHub-powered coworking for developers.

Are there commercial applications of 'Commit on Effort or Sales? Value of Commitment in Live-streaming E-commerce' in market news publications?

Yes, highly correlated activity was mapped. An entry titled 'Lovable's revenue has jumped 33 percent in a month amid vibe coding frenzy' discusses this: Lovable now has $400 million in annual recurring revenue, up from $300 million just a month ago. ARR could surpass $1 billion by the end of the year.

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Commercial Realization

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Enterprise Ecosystem Mentions

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Associated Media Narrative