Time–temperature indicators (TTIs) are essential for monitoring product stability and safe usage windows in pharmaceuticals, medical devices, and food packaging. Yet, current solutions often rely on irreversible chemistry, electronic components, or complex fabrication methods, which limit their scalability, accessibility, and reliability in distributed supply chains. Here, we introduce a passive, chemically tunable ionogel system that functions as a visual timer—encoding both time and thermal exposure into a permanent optical response. The material is composed of a silica-based gel incorporating the solvatochromic dye Nile Red and pyrrolidinium-based ionic liquids (ILs). By varying the IL anion (Cl−, Br−, OTf−, TFSI−), we achieve precise control over the rate and thermal sensitivity of a visible, irreversible color shift from blue to purple. The system exhibits an aging-dependent response: sols stored for longer durations require higher activation temperatures, effectively embedding the material's own history into its output. This behavior arises from internal reorganization within the ionic matrix, creating a time- and process-sensitive material. The ionogels operate reliably on flexible substrates such as paper and polymer foil, enabling scalable integration into smart packaging and disposable sensing formats. We present a prototype label that autonomously tracks time elapsed after activation—without electronics or external input. This work advances the concept of time-resolved, history-aware materials and reframes solvatochromism as a route to scalable, self-reporting systems for logistics, healthcare, and safety-critical applications.