With more than 5,500 detected exoplanets, the search for life is entering a new era. Using life on Earth as our guide, we look beyond green landscapes to expand our ability to detect signs of surface life on other worlds. While oxygenic photosynthesis gives rise to modern green landscapes, bacteriochlorophyll-based anoxygenic phototrophs can also color their habitats and could dominate a much wider range of environments on Earth-like exoplanets. Here we characterize the reflectance spectra of a collection of purple sulfur and purple non-sulfur bacteria from a variety of anoxic and oxic environments. We present models for Earth-like planets where purple bacteria dominate the surface and show the impact of their signatures on the reflectance spectra of terrestrial exoplanets. Our research provides a new resource to guide the detection of purple bacteria and improves our chances of detecting life on exoplanets with upcoming telescopes. Our biological pigment database for purple bacteria and the high-resolution spectra of Earth-like planets, including ocean worlds, snowball planets, frozen worlds, and Earth analogs, are available online, providing a tool for modelers and observers to train retrieval algorithms, optimize search strategies, and inform models of Earth-like planets, where purple is the new green. Min publication:https://doi.org/10.1093/mnras/stae601lc992@cornell.edu

Nomenclature Files are named as the samples found in the main publication.Calibration means the instrument calibration as explained in FieldSpec 4 Hi-res website (link below*) and as described by Hegde et al., 2025 (10.1073/pnas.1421237112). *https://www.malvernpanalytical.com/en/products/product-range/asd-range/fieldspec-range/fieldspec-4-hi-res-ng-spectroradiometer