Introduction The sustainable travel industry is at a crossroads. Despite growing demand for eco-friendly tourism, the sector still grapples with inefficient practices that hinder its environmental and social impact. One major challenge is the lack of personalized, data-driven approaches to reduce carbon footprints and promote responsible travel behaviors. Traditional methods, such as manual carbon offsetting…