AI apps defy traditional SaaS economics with near-zero marginal user costs
privacy
| Source: Mastodon | Original article
AI apps flip traditional SaaS economics. Most AI interactions will be ad-supported by 2028.
AI applications are turning traditional SaaS economics on their head. Unlike conventional software, where revenue is generated upfront, AI apps often see immediate marginal costs per user due to token usage, but the corresponding revenue may be delayed or never materialize. This shift is expected to lead to a significant change in the business model of commercial AI interactions, with most becoming ad-supported by 2028, mirroring the patterns seen in search and social media.
This development matters because it signals a fundamental transformation in how AI companies will operate and generate revenue. As the industry moves towards ad-supported models, companies like Vexrail are building infrastructure to support this change, with a focus on privacy.
As the AI landscape continues to evolve, it will be crucial to watch how companies adapt to these new economics and how the shift towards ad-supported models impacts user experience and privacy concerns.
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