Strategic placement of QR codes around the city, which when scanned, activate the CityAId chatbot. This could be on public signage, landmarks, or utility poles, ensuring they're easily accessible for pedestrians.

Upon scanning the QR code, the user is presented with a menu of options. By selecting the 'Report an Issue' feature, they can choose from a list of common city problems (potholes, broken street lights, graffiti, etc.) or specify an unlisted issue which is categorized using LLMs.

All reported issues are collected and analyzed to identify patterns, trends, and areas of concern. This valuable data helps city administration prioritize responses, allocate resources, plan improvements, and monitor the effectiveness of interventions. It fosters a proactive, data-driven approach to city management.