Claude + MakeUGC scales UGC production

A marketing workflow built around Anthropic’s Claude and MakeUGC is being pitched as a way to mass-produce short video ads at software speed. (anthropic.com) (makeugc.ai) MakeUGC says brands can generate ads by writing or generating a script, picking an artificial intelligence avatar, and rendering a finished video in about 2 minutes 20 seconds. The company says its platform has produced more than 300,000 videos and is used by 300-plus brands. (makeugc.ai) On its site, MakeUGC advertises “Create your ad for $1,” while a separate product page says its toolkit can generate artificial intelligence user-generated content videos in less than two minutes, create up to 100-plus videos in one click, and offer videos “as low as $5” each under some plans. (makeugc.ai 1) (makeugc.ai 2) Claude’s role in that stack is the text engine: Anthropic’s developer documentation says Claude can be used through an application programming interface, with tools for prompt engineering, structured outputs, batch processing, and tool use. Those features let teams generate scripts, hooks, briefs, and variations in bulk before sending them into a video system. (anthropic.com) Artificial intelligence user-generated content is meant to mimic the casual product videos common on TikTok and Meta platforms, but without hiring a creator for each version. MakeUGC says its system can clone avatars, localize videos into 50-plus languages, and recreate ad formats from reference videos using product and creator images. (makeugc.ai 1) (makeugc.ai 2) That pitch targets a basic ad-buying problem: short-form video creative wears out fast when the same audience sees it repeatedly. MakeUGC’s own case studies and sales pages emphasize “high-fatigue” products, fast revisions, and bulk testing across hooks, scenes, and scripts. (makeugc.ai 1) (makeugc.ai 2) The economics in the sales material are built around replacing creator fees and waiting time with subscription software. MakeUGC says a traditional user-generated content video costs an average of $247 and takes 7 to 10 days, while its toolkit can cut production to minutes and reduce cost by 98 percent. (makeugc.ai) Anthropic has been pushing Claude into business workflows more broadly in 2026. Its business materials describe Claude as a tool for campaign planning, content creation, analysis, and scaled production, and Anthropic said on March 12 that it was putting $100 million behind a partner network for companies deploying Claude in enterprises. (anthropic.com) (anthropic.com) Anthropic’s own research also shows automated use is common in its application programming interface traffic, where software systems call Claude programmatically rather than through a chat window. In a January 2026 Economic Index report, Anthropic said automated use remained dominant in first-party application programming interface traffic. (anthropic.com) The open question is not whether the tools can make more ads; the product pages already show that they can make many versions quickly. The next test is whether buyers keep paying once those low-cost variations hit real campaigns and have to outperform the human-made ads they are replacing. (makeugc.ai) (makeugc.ai)