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The production capacity of AI short dramas is skyrocketing, and industry competition is shifting to upstream IP.

DataEye2026-08-17 11:42
The AI short drama industry has kicked off the scramble for upstream IP resources.

In 2026, AI technology has completely rewritten the production logic of the short drama industry. The production cycle of short dramas has been compressed to the level of several days, and the market has witnessed an unprecedented surge in production capacity. However, on the flip side of the production boom, the industry is facing a core bottleneck: the supply of high-quality short stories that can adapt to the industrialized adaptation of AI short dramas and have dramatic tension can no longer keep up with the downstream production demands.

I. The Production Capacity of AI Short Dramas Is Exploding, and Good Stories Are in Short Supply

According to DataEye‑ADX data, in the first half of 2026, the total number of newly launched native AI dramas and comic dramas on Douyin reached 221,900, with more than 1,200 new releases per day on average. A huge number of works have flooded into the market, but the proportion of real hits is extremely low.

At present, the vast majority of the content sources of AI dramas and comic dramas are adapted from online literary IPs, and the IPs available for short drama development on the market are mainly divided into two categories.

The first category is traditional long-form online literary IPs. Top-performing long-running AI dramas such as *Exiled to the Border, My Convict Wife Reclaims Wasteland and Raises a War God* and *The Chronicle of Ten Thousand Demons* are all adapted from such works. Most of these IPs have a length of 100,000 to millions of words, with a grand worldview, and complex character relationships and story branches. If adapted into short dramas, professional screenwriters need to restructure the main storyline, cut a large number of branches and redundant narratives, leading to high transformation costs and long cycles. Only top production teams have the capacity to take on such projects, which are difficult to adapt to large-scale mass production, so they are mostly used for a small number of S-level high-quality projects.

The second category is short-story IPs. Viral AI dramas such as *Spring Comes Uninvited When You Stop Chasing Romance*, *The Red Candle at the Marquis' Mansion Shattered* and *The Cold Fragrance Tribulation in a Dream* all originate from such IPs. The length of each story is concentrated at 10,000 to 30,000 words, with a complete narrative arc and high conflict density, which naturally fits the standard form of AI short dramas on short video platforms: 60 to 100 episodes, 1 to 3 minutes per episode. The adaptation does not require large-scale disassembly and reconstruction of the plot, with controllable costs. After obtaining the IP authorization, the finished work can be produced in 1 to 3 days, and small and medium-sized production teams can also undertake mass production, which has become the core content source for the mass production of AI short dramas.

By comparison, short-story IPs are more in line with the industrialized production rhythm of AI short dramas, and have become the most important content source for industrial mass adaptation.

On the one hand, AI tools have liberated production capacity, on the other hand, there is a shortage of high-quality short story supply. The practical contradiction in the industry has become increasingly prominent: many projects either forcibly adapt long online literary works with low adaptation suitability, or use standardized templates to mass-produce original scripts, resulting in prominent problems of stereotyped and homogeneous content, which directly reduces the hit rate of the whole industry. Machines can produce dramas quickly, but they cannot create enough good stories, which has become the key pain point restricting the further development of the industry.

II. The Track Enters Infrastructure Competition: Why Make Heavy Investments in Upstream IP?

Facing the huge content gap brought by the explosion of AI dramas and AI comic dramas, a leading domestic online literature platform has targeted the short story track, launched a novel creator club, and tapped for and collected high-quality original stories worldwide.

At present, the upstream and downstream of the short drama industrial chain have become the focus of layout for all parties. Many manufacturers tilt resources to AI production tools and transaction matching platforms, trying to build competitive barriers through technology and channels. Against the background that the whole industry is pursuing efficiency tools, the platform chooses to make heavy investments in upstream IP, which is driven by three industrial logics.

The first is the extension of advantages in content genes. The platform has long been deeply engaged in online literary creation and IP incubation, and has accumulated in-depth understanding of story narration and short drama adaptation logic. Compared with platforms that focus on technical tools, it has a better grasp of the law of content creation, and its layout of upstream story IPs is an outward release of its core capabilities.

The second is the rigid IP demand brought by large-scale production capacity. The platform has a production base that can output thousands of AI dramas and comic dramas per month. It has previously invested over 100 million yuan in the procurement of online literary copyrights to expand its IP reserve. In June 2026 alone, more than 700 short dramas and comic dramas were adapted from the platform's own original IPs. High-volume drama output requires a steady stream of story IPs with stable quality as raw material support.

Most importantly, the domestic and overseas business closed loop has been fully verified. The platform has built a complete chain covering high-quality original story IP creation, AI comic drama/live-action short drama adaptation, and overseas distribution to multiple regions through overseas short drama apps. The IPs incubated upstream can complete the whole process of adaptation, production and overseas monetization within the system, maximizing the commercial value of IPs.

The entire AI short drama industry is undergoing industrial iteration: industry competition has gradually shifted from competing for traffic and production capacity to competing for content quality, IP assets and globalization capabilities.

The establishment of the novel club, on the one hand, builds a professional platform for high-performing and high-quality creators; on the other hand, it makes up for the shortage of high-quality IP supply in the AI short drama industry from the content source, helps the short drama track get rid of homogeneous involution, and promotes the steady development of the industry towards standardization, high quality and globalization.

AI can liberate production efficiency, but it cannot replace stories themselves. As the dividend of production capacity gradually peaks, the competition focus of AI short dramas has shifted from tools and channels to IPs and creators.

The supply of high-quality short stories is not only related to whether the domestic industry can get rid of template-based involution, but also determines how far domestic short dramas can go overseas. The attempt of the club model puts creators back in an important position in the industry, opening up the path from text creation to global audio-visual monetization.

In the future, if the short drama industry wants to achieve high-quality overseas development, it must eventually return to the essence of content, rely on precipitatable and reusable IP assets, and complete industrial upgrading from scale expansion to value growth.

This article is from the WeChat official account "DataEye Short Drama Observation", author: DataEye Research Institute, published with authorization from 36Kr.