Project Portfolio
Product Strategy & Market Analysis


AI-in-Edtech Product Database/Market Mapping
Common Sense Growth, 2023-24
I spent several months researching the Al-in-edtech market, compiling and updating a database of nearly 800 products that included details on each solution's marketed features, relevant learner segments, target customers, and pricing, along with each company's funding and its founders. Using this data, I categorized the solutions and created a market map of the key players. This research helped attract investor interest that allowed CSG to make its first investment in an Al-enabled solution, MagicSchool Al.


