Amazon is making some big plays as it tries to establish a growth flywheel for AWS in the generative AI era. This includes offering its own chips as alternatives to Nvidia, offering its own models, and supporting the idea that no one model will or should win. Amazon’s pricing for its own models is generally cheaper than the alternatives. How will this impact packaging and pricing in 2025? We offer some suggestions.

Is customer support the killer app for B2B generative AI? We have some early results from the AI Monetization in 2025 survey that suggest widespread adoption of this class of solutions. This is also where we are seeing the strongest evidence for outcome based pricing. Will the success of customer support cascade over into other B2B applications?

There have been large investments in AI since the release of ChatGPT 3.5 back in November 2022. VC firms have poured money into startups and existing firms have shifted R&D priorities to implement AI-based functionality. We are now seeing the emergence of second generation generative AI apps for B2B and new approaches to pricing. In the second edition of this survey we ask about shifting attitudes towards AI and emerging monetization paradigms.

Ibbaka conducted a survey to help inform the AI Monetization Roundtable with Michael Mansard from Zuora and Kyle Poyar from Growth Unhinged. The survey results are shared here. Key insights include (i) Pricing approaches for horizontal and vertical applications are diverging sharply , (ii) the most common approach to pricing is value based and (iii) The B2B SaaS community is divided on the future impact of generative AI.

What were the key findings from the PeakSpan Ibbaka NRR Survey for 2024? There is a growing cluster of disruptive companies with emergent patterns. Some companies in this cluster have the unexpected pattern of high churn with high revenue expansion. Dedicated teams responsible for expansion revenue are outperforming. There are early indications that Machine to Machine companies will have strong NRR performance. Packaging patterns have an impact on NRR performance.

This is the second year that PeakSpan and Ibbaka have collaborated to understand benchmarks and best practices in B2B SaaS. Continuity is important because it allows us to see trends in the data. The report documents the disruption being caused in B2B SaaS by generative AI.