Our methods
At Start Prevention, we monitor Google searches and social media conversations to understand the everyday questions people ask about healthy living.
Using large language model (LLM) technology, we filter and prioritize questions that meet key public health relevance criteria, including reach, effectiveness, adoption, implementation, and maintenance.
We then rigorously analyze the scientific evidence and translate it into clear, actionable advice that people can realistically implement in their daily lives.
Our goal is to bridge the gap between research and practice, turning complex scientific findings into practical advice that support healthier everyday choices.