The thing I value most about Aaru is how much better prepared I feel for important conversations. I’m in B2B sales at an ad tech company, and I rely on it to try out pitches and proposals ahead of key meetings, model how different client profiles such as a CMO, a media planner or an e-commerce lead would respond, and get a sense of how specific consumer groups might view a brand or campaign. It lets me spot objections before they surface, and I get quick insights without running actual surveys. It’s simple to use, and I go into big meetings far more ready and confident in my strategy. Review collected by and hosted on G2.com.

My biggest reservation is that simulations of Latin American profiles and consumers don’t feel as precise as I’d like. Because I work across LATAM, the answers sometimes rely on assumptions that seem more aligned with the US than with how people in my region actually think and make purchases. Along the same lines, it’s not always easy to tell how far to trust the results or how to verify them. I use the output as a helpful starting point rather than a final answer, but clearer confidence scores or ways to benchmark the simulations would make it far more dependable. Review collected by and hosted on G2.com.