---
title: "Who sets the price in live-streaming commerce?"
description: "Live-streaming e-commerce and price competition are among the fastest-growing keywords in operations research, and influencer marketing is rising in management. OR papers model live commerce as a pricing game, management papers as persuasion. Who captures the margin: the platform, the streamer or the brand?"
url: https://scholar4ai.com/ideas/price-setting-in-live-streaming-commerce
markdown_url: https://scholar4ai.com/ideas/price-setting-in-live-streaming-commerce.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Who sets the price in live-streaming commerce?: Live-streaming e-commerce and price competition are among the fastest-growing keywords in operations research, and influencer marketing is rising in management."
date: "2026-10-23"
updated: "2026-10-23"
status: "seed"
tags: ["operations research", "management", "platforms"]
keywords: ["live streaming e-commerce", "influencer marketing", "price competition", "Stackelberg game"]
---

# Who sets the price in live-streaming commerce?

Live-streaming e-commerce and price competition are among the fastest-growing keywords in operations research, and influencer marketing is rising in management. OR papers model live commerce as a pricing game, management papers as persuasion. Who captures the margin: the platform, the streamer or the brand?

## What prompted this

On the [operations research dashboard](/categories/operations-research), "price competition" (11 papers in July–September 2026 against about 2 expected), "live streaming e-commerce" (7 against 2), "digital platforms" and "Stackelberg game" are all growing; in management, "influencer marketing" is too (10 against 5). Since October 2025, 48 papers carry a live-streaming keyword (23 in operations research, 17 in management). Thirteen of them also carry a game or pricing keyword: 11 in operations research and none in management.

## Questions

- When top streamers win "lowest price" deals, do brands lose margin, or win it back through volume and awareness?
- Do commissions and prices match Stackelberg models with the platform, the streamer or the brand as the leader?
- How do the often high return rates of live commerce change the optimal price?

## Data that could help

- Prices of the same products in live streams and in regular store listings, from third-party sales trackers.
- Financial reports of listed consumer brands that rely on live commerce.

## Next step

Collect paired live-stream and store prices for a few hundred products and compare the gap with what published pricing models predict.

## Related research activity

*The keywords this note follows, in the tracked finance, accounting, economics, management, operations research and AI journals as of 2026-10-26*

| Keyword | Papers, last 30 days | Rank | Papers per month, Oct 23 – Oct 26* | Papers, last 36 months |
|---|---:|---:|---|---:|
| live streaming e-commerce | 5 | #393 | 3, 3, 1, 1, 1, 2, 2, 2, 4, 2, 3, 2, 2, 4, 4, 3, 2, 2, 2, 2, 6, 6, 2, 6, 2, 4, 6, 4, 3, 1, 2, 2, 5, 6, 3, 2, 5 | 107 |
| influencer marketing | 9 | #149 | 2, 7, 2, 7, 4, 5, 4, 5, 3, 1, 9, 5, 5, 2, 12, 2, 8, 5, 4, 5, 6, 7, 6, 5, 7, 2, 2, 4, 3, 3, 3, 4, 4, 7, 11, 4, 9 | 175 |
| price competition | 6 | #306 | 4, 6, 3, 5, 4, 7, 1, 2, 2, 1, 2, 2, 3, 2, 2, 3, 5, 4, 1, 2, 2, 4, 5, 2, 8, 5, 2, 4, 1, 3, 5, 3, 2, 8, 4, 10, 4 | 129 |
| Stackelberg game | 2 | #1303 | 9, 7, 2, 6, 9, 17, 7, 6, 10, 11, 9, 6, 4, 7, 8, 9, 5, 6, 8, 14, 8, 11, 7, 7, 10, 7, 6, 17, 9, 11, 10, 7, 7, 16, 8, 3, 2 | 304 |

## Cite this page

Scholar4AI. (2026). Who sets the price in live-streaming commerce?. Journal Research Rankings. Retrieved October 23, 2026, from https://scholar4ai.com/ideas/price-setting-in-live-streaming-commerce

```bibtex
@misc{scholar4ai-ideas-price-setting-in-live-streaming-commerce,
  author = {{Scholar4AI}},
  title = {Who sets the price in live-streaming commerce?},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/ideas/price-setting-in-live-streaming-commerce}},
  urldate = {2026-10-23},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).