The oil and gas industry is one of the largest consumers of water, and the management of produced water—a byproduct of extraction—poses tremendous environmental and operational challenges. Oilfield water treatment flocculants are indispensable in treating this complex wastewater to enable reuse, reinjection, or safe discharge. Flocculation, the process where destabilized particles aggregate into flocs, is central to removing suspended solids, oil, and heavy metals. In oilfields, water characteristics vary greatly with geological formation, extraction method, and the type of chemicals used during drilling and fracturing. Consequently, the selection of a suitable flocculant requires deep understanding of polymer chemistry and water chemistry.