How to Spot Early Signals of Market and User Behavior Shifts

higher education market research

In higher education, decisions often hinge on numbers: adoption rates, revenue, conversion metrics. These are useful, but they rarely tell the full story. The earliest indicators of a coming shift in user behavior or market demand aren’t loud metrics—they’re quiet clues. Things like improvised workarounds, unexpected drop-off in feature usage, or friction that users don’t … Read more

A Smarter Approach to Product Validation: How 10 Conversations Can Save You 6 Months

product validation

When products fail, it is rarely due to poor intentions or lack of effort. More often, they fail because the product, its positioning, or its pricing does not align with market needs. This disconnect is exactly what product validation is designed to prevent. Product validation confirms that what you are building—and how you are bringing … Read more

Common Reasons Customers Drop Their Ed Tech Products (Part 2)

Our last blog post listed 5 common reasons customers drop their ed tech products that surface when we conduct Win/Loss interviews. Below is the rest of the list we promised in the last post: Implementation and Integration: Trust and Security: Product Delivery: Market/Industry Factors: Internal Factors: Lack of Awareness/Education: There are a lot of reasons … Read more

What You Will Learn with Win/Loss Interviews

By: Gina Boedeker

In today’s competitive landscape knowing why, exactly, you won or lost an adoption is *critical* information. 

But win/loss interviews cannot, and should not, be considered as a one-time event. Companies that implement a win/loss market research process are able to gain crucial insights on a regular basis about customer behavior, competitive positioning, and product performance.