The section on pricing really stood out to me because it is becoming such a pain point for businesses. The shift toward usage based pricing and credits makes sense given the underlying costs of AI but it also makes budgeting much harder. A fixed monthly subscription is easy to plan for. A platform that charges base fees plus credits for generations, automations, and actions can quickly become unpredictable. I have seen teams get caught off guard by usage costs and that is not a fun conversation to have with finance. Reviews that dig into the real cost of using a platform are becoming just as valuable as reviews that focus on features.

I also agree with your take on the future of SaaS. The industry is changing but it is not disappearing. The companies that will win are the ones that combine reliable software with useful AI and strong security while also making their pricing clear and predictable. The days of selling software based on hype are over. Buyers are smarter now and they want proof that a product delivers real value. Thanks for putting this together. It is a great resource for anyone trying to make sense of the current SaaS landscape.