Episode Details

Are you pricing your AI software correctly?

Whether you’re trying to attract early users to a new AI SaaS offering or rethinking your model to scale an established product, you have to choose the right pricing model. If you pick the right one for your stage and audience, you’ll avoid churn risks and gain a new strategic tool to drive growth. 

In Episode 85 of B2B SaaS Marketing Snacks, host Brian Graf and guest CMO Antoine Vial break down the major pricing models emerging in the AI-driven SaaS space – from traditional seat-based subscriptions to usage-based and outcome/value-based pricing.

You’ll learn how to align your pricing with your ideal customer profile and overall go-to-market strategy, ensuring your pricing not only generates revenue but also reinforces the value of your AI-powered solution.

Here are the episode's critical subjects:

• Why pricing is a critical differentiator in the AI SaaS market: How the explosion of AI startups has made pricing strategy a key way to signal value and stand out in a crowded field.

• Pros and cons of key pricing models: An in-depth look at seat/subscription pricing vs. usage-based pricing vs. value-based (outcome-based) pricing – including their benefits (e.g. predictability vs. flexibility) and potential downsides (like cost unpredictability or complexity).

• Hybrid pricing strategies in action: How combining models (for example, a base subscription plus usage-based add-ons or credits) can balance stable revenue with customer flexibility, and why this hybrid approach is popular for many AI-powered tools.

• When to use each model based on growth stage: Guidance on matching your pricing strategy to your company’s maturity – from keeping it simple at the MVP stage to reduce friction, to moving toward value-based pricing once you have product-market fit and proven outcomes.

• Aligning pricing with your ideal customer profile: The importance of understanding your target audience’s expectations and industry norms (e.g. are they used to pay-per-use or prefer flat rates?) and tailoring your pricing model to meet those expectations and maximize adoption.

• ​​Using pricing to build credibility and trust: How a well-designed pricing scheme can serve as a credibility signal – for instance, value-based pricing demonstrates confidence in your product’s ROI – and why transparency (like free tiers or clear pricing pages) can lower barriers for new users.

• Common pitfalls to avoid in pricing an AI product: Insights on mistakes SaaS companies make, such as overcomplicating pricing too early or misaligning price with value, and how to iterate and test your pricing safely as you learn from customer behavior.

Get ready to explore which pricing strategies work best at different stages of a company’s growth and product maturity -- information that's applicable to early-stage startups and scale-ups alike. Certain approaches (like hybrid usage models or value-based pricing) can build credibility and trust with customers, while others can create churn risk if misaligned with customer expectations.

B2B SaaS Marketing Snacks is one of the most respected voices in the SaaS industry. It is hosted by two leading marketing and revenue growth experts for software:

• Stijn Hendrikse: Author of T2D3 CMO Masterclass & Book, Founder of Kalungi
• Brian Graf: CEO of Kalungi

B2B SaaS companies move through predictable stages of marketing focus, cost and size (as described in the popular T2D3 book). The best founders, CFOs and COOs in B2B SaaS rely on a bala