We only had one handyperson available for testing, which limited the variety of feedback. Instead, a different research and testing approach was chosen to continue progress despite limited access. I decided to use these channels to extract insights:
❓ Quora: Search for questions related to DIY repairs, challenges in hiring handymen, or frustrations with current home repair options.
▶️ YouTube: Analyze comments under DIY repair videos where users express what was difficult, what was missing, or what they needed more help with.
📱 App reviews (Competitor analysis): Review platforms like TaskRabbit and Thumbtack on app stores or forums to gather pain points and feature suggestions from users. Most competitor platforms focus on on-site services and struggle with high commissions, slow background checks, poor job-skill matching, rigid pricing, rating penalties for cancellations, and a lack of user-centered design and transparency.

I reviewed household service apps (TaskRabbit, Co-Tasker, Angi, MyHammer, Helping, Thumbtack), health chatbots (Ada Health, Wysa, Woebot, Replika), and service platforms (Uber, Bolt) to understand patterns in service delivery, user experience, and chatbot integration.