Chinese producers are churning out short-drama films at record speed, using artificial intelligence and a fail-fast strategy to let audiences decide which titles deserve serious marketing dollars. The approach marks a sharp departure from traditional entertainment, where large sums are committed to production upfront.
Rather than gamble big on a single show, short-drama firms release multiple titles and gauge viewer interest before scaling up promotion. “A platform or producer can test a vertical serial’s opening clips with a defined audience and expand promotion when it converts,” Ashley Dudarenok, founder of ChoZan, told CNBC. That lets companies funnel more money into titles that generate engagement and drop those that don’t — a fail-fast model that reduces financial risk.
The AI production boom
Generative AI has supercharged this high-volume approach by slashing the time and cost of making new content. About 128,000 short-dramas were released in China in the first quarter of 2026, with over 95% of them AI-generated, according to estimates from China’s Netcasting Services Association.
The format has already become a major force in entertainment. The CNSA estimated China’s microdrama and manju market at roughly 100 billion yuan ($15 billion) in 2025. Short dramas now rank second among audiovisual categories in average daily use, overtaking long-form video.
Revenue vs. rising costs
The economics are compelling on the revenue side. Vertical titles can generate strong advertising income, with opt-in video ads earning about 11 times Mintegral’s Android benchmark in the first half of the year, per the report.
But the cheap production costs are offset by expensive distribution. “Making the right audience see it can cost far more” than making the show, Dudarenok said. The cost of buying 1,000 promotional ad impressions climbed from 50–80 yuan in 2023 to around 150–200 yuan in 2025 — and sometimes topped 300 yuan during peak competition.
High volume doesn’t guarantee hits. While a handful of titles generate meaningful revenue, most still fail to deliver solid returns, Dudarenok noted. Competition for viewers is intensifying: short-drama campaigns now pay an average of 2.3 times Mintegral’s Android benchmark per app install, while the number of active advertisers and ad creatives more than doubled.
When fail-fast backfires
Even the most talked-about short film of the year could have flopped under the fail-fast model. “Niu Lai,” a crude Chinese animation, grossed 45.5 million yuan ($6.76 million) in three weeks, per official China Film Box Office figures. Widely circulated unofficial estimates put its production budget at about $200. But the film performed terribly at first — it only took off after audiences flocked to see how bad it was. Under a fail-fast approach, it may not have survived long enough to become a hit.
A battle for attention
All entertainment platforms are competing for time, “a finite resource,” said Seema Shah, vice president at Sensor Tower. Daily active users and time spent are among the most important engagement metrics, she noted.
Paid acquisition has become central to short-drama distribution because organic discovery is rare. “Paid just has to be kind of the way forward,” said James Haslam, head of marketing at Mintegral. Distribution is “part viral, part pure social, and then just really aggressive user acquisition,” he said.
Industry experts are split on who holds the stronger distribution moat. Specialist short-drama firms may excel in agility, performance marketing, and familiarity with new acquisition channels, Haslam said. Shah pointed to Netflix as the best-positioned incumbent, citing its scale, customer retention, and global reach.
Despite the competition, experts say short dramas aren’t direct substitutes for traditional entertainment. They appeal to viewers seeking a quick hook with little commitment, Shah said, but the ongoing success of big blockbusters suggests audiences still value “high-caliber, well-produced content.”
Dudarenok echoed that view: the broad adoption of short dramas “does not show that cinema or premium television is disappearing.” Film and TV retain advantages short dramas can’t easily match — large-screen spectacle, prestige, deeper library value, and franchise-building across formats.
Source: www.cnbc.com — https://www.cnbc.com/2026/08/26/short-drama-china-production-ai-entertainment-economics.html
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