Sentiment analysis Startups

Candid is a mental health app using generative AI to help users get in touch with their mental health through daily video journaling. Users record highs, lows, and responses to therapist-sourced questions, and the AI extracts patterns, emotions, and topics to provide weekly emotional auras and insights. The team raised $500k in pre-seed funding and plans a Stanford launch with expansion to other high-stress universities.

Likefolio is a fintech SaaS company founded by serial entrepreneur Andy Swan that analyzes tweets to identify shifts in consumer behavior and purchase intent for professional investors. The company operates two revenue models: a $2,000/month subscription service (Likefolio On Demand) for smaller hedge funds and boutique investors, and a robust API priced $100,000-$300,000 annually for quantitative funds, with the API model currently generating the majority of revenue. Andy has bootstrapped the company with a lean team of 9 (5 in Kentucky, 4 in Argentina) and deliberately avoided raising capital to maintain full ownership and strategic control.