International Journal of Scientific Research and Engineering Development

This research evaluates the Sparklesweep model as a niche innovation driving the sustainable transition of the domestic service economy. Utilizing the Multi-Level Perspective (MLP), we analyze the shift from chemical-intensive regimes to non-toxic digital architectures. Empirical data confirms that professional cleaning enhances indoor volatile organic compounds (VOCs) for hours post-service.1 Additionally, certain "green" cleaners exhibit a "Green Paradox," increasing formaldehyde (HCHO) levels by 7%.2 Sparklesweep mitigates these hazards through fragrance-free herbal disinfectants and a React.jsbased platform. Lifecycle Assessment (LCA) data reveals a 53.3% reduction in Global Warming Potential (GWP) compared to traditional protocols.3 Ultimately, the platform provides a scalable blueprint for reconciling on-demand convenience with environmental and public health mandates.

Dr. M. Santhalakshmi, Ambika B Sajjan, Anwesha Pal, Shravyashree S, Sara Fathima, Shashank KL,"Sparklesweep: A Sustainable Cleaning Model" International Journal of Scientific Research and Engineering Development, V9(1): Page(2162-2165) Jan-Feb 2026. ISSN: 2581-7175. www.ijsred.com. Published by Scientific and Academic Research Publishing.