Launching experiments without prior customer interviews or market analysis is a waste of resources. The most effective experiments are designed to answer specific questions that arise from a solid research foundation, not to substitute for it.
Shifting the conversation from "moving faster" to "investing wisely" helps get stakeholder buy-in. It highlights that experiments prevent wasting significant time and money on suboptimal or failing ideas, making it a powerful risk management tool.
Unlike simple B2C tests, B2B experiments require tight coordination with sales, customer success, and even legal. This alignment is crucial to manage customer expectations, contractual obligations, and prevent confusion for client-facing teams.
Before building a product, create a pitch deck and have the sales team use it in real meetings. A lack of traction can reveal critical flaws not in the product idea, but in the go-to-market strategy, such as targeting the wrong buying center.
Before investing in a full SaaS platform, manually create the end result (e.g., reports in Excel/PowerPoint) and attempt to sell it directly. This low-cost, concierge-style experiment quickly validates if customers have a real willingness to pay.
Instead of a full launch, enable only the sales team most vocal about a new product to sell it. This controlled experiment tests real-world demand and cannibalization risk with minimal investment and market disruption before committing to a wide release.
For hard-to-reverse decisions like setting usage caps, run an experiment offering unlimited access for a limited time. This reveals natural consumption patterns, allowing you to set a permanent limit that satisfies the vast majority (e.g., 90%) of users without feeling restrictive.