Public Projects

Generic AI Falls Short: Current AIs like ChatGPT are trained on generic data and can’t give actionable, real-time business insights on consumer behavior, finance, or market trends. Example: They can’t answer questions like: "How are young consumers from Southeast Brazil spending this month?" or "What is the real average ticket of women aged 18–25 shopping online?" Data Risks and Legal Limits: Companies need these insights, but privacy laws (like LGPD) make collecting sensitive consumer data without consent illegal and risky. Unreliable Self-Reported Data: Relying on user-declared data produces low-quality insights that the market pays little for.

Long-term goals can feel daunting, almost impossible to define clearly. I found myself avoiding them, distracted by the urgent rather than the important. But at some point, I couldn’t fool myself anymore — I had to force myself to sit down and think deeply about my lifetime goals. This wasn’t easy, and I struggled with it. Managing them was even harder.

Startups and DAOs are launching liquid tokens with "fair launch" memecoin platforms, and they do not get enough assets back to fund meaninful development

Music marketing faces challenges audience segmentation, market oversaturation, integration of complex technologies restricted budgets, rapidly changing consumption trends.

Meditation apps are too generic and do not adequately address the specific lifestyle needs and challenges of individuals such as busy professionals, students, and parents, making them less effective and engaging for these users.

Based on our discussion, I can summarize the problem as: "People across various demographics struggle with phone addiction that hampers their productivity, and the existing apps meant to control this issue are ineffective."

Founders, public builders, and indie hackers in tech domain struggle to implement a Reddit marketing strategy due to a lack of knowledge in creating engaging content and understanding what type of content resonates with the Reddit community, compounded by time constraints.

Tech startup founders face difficulties in accurately determining WTP (Willingness to Pay) of potential users and establishing the significance of the problem their product addresses.