Innovation success often depends on one question: Do we really understand our users? Traditional research methods like focus groups and qualitative interviews give valuable insights, but they’re rather slow and resource-intensive. Enter synthetic users: AI-driven personas that simulate human behavior and provide instant feedback. While they won’t replace real people, they are already helping teams test, validate, and iterate faster. Especially in the early stages of innovation, it seems very useful.
For new ideas and new markets
Think of synthetic users as virtual test audiences, capable of evaluating new ideas, product concepts, or messaging before any full-scale research begins. Whether you’re gauging reactions from your existing users to a new idea or seeking new customers for an existing product, synthetic users provide real-time, data-driven insights. Their speed makes them especially valuable in iterative design processes, where innovation evolves step by step. Teams can gradually uncover technical, economic, and user-related factors — accelerating learning while keeping each iteration precise and cost-effective.
The future of hybrid research, from early idea to concept validation
AI-generated insights are only part of the picture. Validation of the insights is crucial, which is why a hybrid approach — combining real and synthetic users — is emerging as the most reliable model. Running both in parallel helps cross-check findings, reveal biases, and increase confidence in results. But the success of hybrid research depends on the context: both real and synthetic users must have comparable knowledge about the product and its context. Synthetic user insights are based on relevant online data, which makes this approach most promising in mainstream markets. In niche or emerging domains, online data might be less representative, hence human input remains irreplaceable.
The future of smarter research
Synthetic users won’t make human research obsolete, but they will make it faster and smarter. By blending digital speed with human depth, the hybrid approach allows teams to innovate faster, validate more efficiently, to make better-informed decisions. However, in niche applications, the online data might still be less representative. At Verhaert Strategic Innovation, we combine these methods to help businesses accelerate their innovation process, keeping user insights at the heart of every decision.