Human streamers in China cost more every year. Top anchors take 20 to 40 percent commission. Mid-tier hosts want fixed fees on top. Since 2023, brands keep asking me the same question: can an AI-powered virtual host replace the human? In 2026, the answer is finally clear. Digital humans (数字人) now run a big share of e-commerce live-streaming in China, mostly at night, mostly for catalog selling, and at about one tenth of the cost.
I published the first version of this article in 2023, when virtual hosts were still a novelty. Three years later, the technology is cheap, the rules are strict, and the results are measurable. This update gives you the real numbers, the new compliance rules, and the setups that actually sell.
Olivier Verot is the founder of Gentlemen Marketing Agency (GMA), based in Shanghai since 2012.
He has run e-commerce and livestream campaigns in China for hundreds of foreign brands.
Key Takeaways
- A digital human livestream room costs about one tenth of a human-hosted room. Count a few thousand yuan per month against 150,000 to 250,000 yuan for a full human team.
- The market is no longer marginal. iiMedia expects the global digital human e-commerce livestream market to reach about 77 billion USD in 2026, with China holding close to 60 percent of it.
- The rules changed in September 2025. AI-generated hosts must carry a visible “AI生成” label, and Douyin bans fully automated rooms. A real person must stay behind the controls.
- Virtual hosts win the night slots and lose prime time. They read catalogs and answer standard questions well. They do not build trust, and they do not negotiate.
The 2026 Numbers: Digital Humans Went Mainstream
In 2023, virtual hosts were a bet. In 2026, they are infrastructure. According to iiMedia Research (艾媒咨询), the global digital human e-commerce livestream market grew from about 49 billion USD in 2024 to a projected 77 billion USD in 2026. China alone accounts for close to 60 percent of that spend.
The 2026 digital human e-commerce white paper published by JD.com and iResearch (艾瑞咨询) adds two numbers I find more useful than market size. First, around 80 percent of top merchants on JD, Taobao and Douyin now run digital human rooms on a regular schedule. Second, digital human streams still only produce about 8.3 percent of total livestream e-commerce GMV. Read those two figures together. Everyone uses the tool. Nobody relies on it alone.
The cost curve explains the adoption. Real-time rendering costs dropped to roughly 3.2 yuan per minute in 2026, less than half of the 2024 level. JD reported that more than 70,000 merchants use its own digital human hosts. When the tool costs almost nothing, merchants stop asking if they should use it. They ask where.
Cost: Virtual Host Room vs Human Anchor Room
Here is the math brands care about. A traditional livestream room with a host, an assistant, an operator and equipment runs between 150,000 and 250,000 yuan per month. A digital human room doing the same daily hours costs a few thousand yuan per month in software licenses, plus one part-time operator. That is the one-tenth ratio Chinese media keep quoting, and in my experience it holds.
There are no commissions, no sick days, no renegotiation when the room starts performing. The host never asks for a raise after a good month. For brands that burned budget on mid-tier human anchors with flat conversion, this is the part that gets attention.
The Luo Yonghao AI Clone: 55 Million Yuan in One Session
The moment the industry stopped laughing at digital humans was June 15, 2025. Luo Yonghao, one of China’s most famous livestream sellers, put his AI clone on Baidu’s e-commerce platform. The digital Luo, built on Baidu’s digital human platform and the ERNIE large model, sold more than 55 million yuan of goods in a single session, in front of 13 million viewers. 36Kr reported that the clone passed the GMV of Luo’s own real-person stream from May within 26 minutes.
The system pulled from a knowledge base 13,000 times during the stream and generated the equivalent of 97,000 characters of product talk. CNBC covered it as the moment AI avatars proved they could sell. My reading is more careful. The clone worked because Luo’s personality, catchphrases and audience already existed. The AI rented his trust. A no-name digital host starts with zero trust, and trust is what converts in China.
The Rules Changed: What Is Legal in 2026
This is the section that did not exist in 2023, and it is now the first thing I check with clients. Two regulations reshaped the game.
First, China’s AI content labeling rules (人工智能生成合成内容标识办法) took effect on September 1, 2025. Any AI-generated host must display a clear “AI生成” or “虚拟主播” label on screen, visible for the whole stream. Hidden or semi-transparent labels count as violations. Second, the live commerce supervision measures effective February 1, 2026 formally put digital human sellers inside the regulatory perimeter, with the merchant responsible for what the avatar says.
Then each platform applies its own layer, and they are not equal:
- Douyin is the strictest. Fully automated, unattended AI rooms are banned. Douyin requires real-person driving: an operator must be able to adjust the avatar’s answers, rhythm and product order in real time. Unlabeled AI rooms get warnings, then traffic restrictions. Categories like medical products, finance, supplements and cosmetics efficacy claims are off limits for digital hosts. We covered the details in our Douyin AI digital human law guide.
- Taobao and JD are more tolerant. Both platforms sell their own digital human tools to merchants, so the incentive runs the other way. Labeling still applies, but scheduled unattended slots are accepted in most categories.
- Kuaishou and WeChat Channels sit in between. Kuaishou cracked down hard on unauthorized celebrity clones. Channels has been hostile to virtual hosts since 2024 and remains a human-first platform.
Practical consequence: the “buy a license, press play, sleep” model that vendors sold in 2023 is dead on Douyin. You need a human in the loop. That human costs far less than an anchor, but budget for it.
Where Virtual Hosts Win, and Where They Fail
After three years of client campaigns, the pattern is stable. Virtual hosts are a scheduling tool, not a replacement strategy.
- They win the long-tail night slots. From midnight to 8am, human hosting is unprofitable for most brands. A digital host keeps the room open, catches insomniac buyers and cross-border time zones, and feeds the platform algorithm with continuous broadcast hours.
- They win on standard products and repetitive questions. Specs, prices, shipping, sizes. An avatar answers the same 200 questions all night without fatigue and without errors.
- They fail on trust and persuasion. New brand, high ticket, skincare routines, anything where the buyer needs to believe a person. Chinese consumers scroll past generic avatars in seconds, and conversion shows it.
- They fail at prime time. From 7pm to 11pm you are competing against real anchors with real charisma. Putting an avatar there signals that you do not take the slot seriously.
Case Study: A European Kitchenware Brand on Douyin
A European kitchenware client of ours ran a human-hosted Douyin room four hours per evening. Results were fine, but the room went dark 20 hours a day while competitors broadcast around the clock. In late 2025 we added a digital human for the midnight to 8am window. The setup: a licensed avatar with the mandatory AI label, a script built from the top 200 customer questions, and one night operator monitoring two rooms at once to stay inside Douyin’s real-person-driving rule.
The mechanism is not magic. The night room converts worse than the evening room, roughly a third of the rate. But its traffic is nearly free, the broadcast hours improved the account’s overall ranking, and the evening room inherited part of that momentum. After three months, the night window added about 18 percent of monthly GMV for less than 8 percent of extra cost. That is the honest shape of digital human ROI in 2026: incremental, cheap, and dependent on a strong human core.
Jobs, Authenticity and the Limits of the Machine
The 2023 fear was mass replacement of China’s hundreds of thousands of human streamers. It did not happen the way people predicted. Entry-level catalog hosts did lose ground, especially in night shifts. But demand for good anchors went up, not down, because platforms now overflow with identical avatars and audiences reward the humans who stand out. The job moved up the value chain.
Authenticity is the other unsolved problem. The labeling law exists precisely because consumers were being fooled by clones and deepfakes. My advice to brands is simple: never hide the label, never clone a real person without airtight rights, and never let an avatar make product claims you cannot defend. On Douyin, the merchant carries the liability, not the software vendor.
The Future: Hybrid Rooms, Not Robot Takeover
The 2023 version of this article predicted AI hosts as “the future of e-commerce live-streaming.” Half right. The future turned out to be hybrid. Human anchors own prime time, launches and trust-building. Digital humans own the other 20 hours, the long-tail SKUs and the repetitive answering. The 8.3 percent GMV share will keep growing, but I do not expect avatars to touch prime-time human performance before the technology solves trust, and trust is not a rendering problem.
If you sell in China, the question is no longer whether to use a virtual host. It is which hours to give it, on which platform, under which compliance setup. Start from your overall China livestream budget, and note that platform choice matters more than avatar choice, especially now that so many brands are moving from Tmall to Douyin. Short video content feeds the same funnel, and AI hosts are reshaping that side too.
We Run Livestream Operations in China
At GMA, we build and operate livestream rooms for foreign brands in China: human anchors for prime time, compliant digital human setups for the night slots, and the platform strategy to connect both. We have been doing e-commerce in China since 2012, and we tell you honestly when an avatar is a waste of money. Contact us and we will look at your case.
FAQ
How much does a digital human livestream room cost in China?
Count a few thousand yuan per month for the software license, against 150,000 to 250,000 yuan per month for a traditional room with a human team. Chinese industry reports put the ratio at about one tenth. Add the cost of one operator, which Douyin requires for real-person driving, plus script production. Entry-level avatar packages exist below 10,000 yuan per year, but cheap generic avatars convert poorly. Budget for customization if you want results.
Are AI virtual hosts legal on Douyin in 2026?
Yes, under conditions. Since September 1, 2025, every AI-generated host must display a visible “AI生成” label during the whole stream. Douyin also bans fully automated rooms: a real operator must be able to steer the avatar’s answers and pacing in real time. Some categories, like medical products, finance and supplement efficacy claims, are closed to digital hosts. Break the rules and you get warnings, then traffic restrictions, then bans. Taobao and JD apply the label rule but tolerate unattended slots more.
Do virtual hosts sell as well as human anchors?
Not in head-to-head conditions. Digital human streams generate about 8.3 percent of livestream e-commerce GMV even though most top merchants use them, which tells you where the heavy sales still happen. The Luo Yonghao AI clone sold 55 million yuan in one session, but it borrowed the trust of a famous human. For normal brands, expect night-slot conversion around a third of your human prime-time rate, compensated by very low cost and continuous broadcast hours.
Should a foreign brand start with a virtual host or a human host?
Start human, extend with the avatar. A new brand needs trust, and avatars do not create trust. Run a human-hosted room in prime time until you have stable conversion and a bank of real customer questions. Then add a digital human for the night window, using scripts built from those questions. Brands that start avatar-only usually get cheap broadcast hours, empty rooms and no learning about their Chinese customers.
