Recent startup activity shows more consistency in how AI assistant products are being priced.

A common pattern combines seat-based plans with usage add-ons for advanced automation and integrations.

Investors are increasingly looking at retention quality and workflow depth instead of short-term traffic spikes.

The trend suggests the AI assistant market is moving from experimentation to more predictable business models.