Unlike most market research tools, when it comes with AI technology, we not only integrated the power of AI for generating survey questions, but also to build a better interview host; we not only provide quick and easy transcript summarization, rather we generate hight quality transcripts at the beginning by ask and follow up with the right questions. What's more important, we build our persona memory beyond existing approaches of RAG tech spec, rather we use psychographic models to curate a consistent and dynamic personalized memory for each of our persona. *****Our persona database is build with various sources of data both internal and external, following the PII policy globally.*