For years, brands relied on creator marketplaces to produce user-generated content at scale. The process was straightforward: find a creator, send the product, provide a brief, wait for the video, request revisions, and eventually turn the finished content into an advertisement. The model still works. But it becomes expensive and slow when a brand needs dozens of new creatives every month. This is where the economics of AI UGC starts to become interesting. An AI UGC Video generator can...

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Software-as-a-Service (SaaS) businesses have traditionally relied on seat-based subscription pricing to generate recurring revenue. While this model has worked well for years, today's SaaS products increasingly deliver value through APIs, automation, AI capabilities, cloud computing, and data processing rather than simply the number of users. As businesses consume more platform resources without necessarily adding more users, traditional pricing models fail to capture the true value...

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