A structured bibliometric approach was applied to analyze research trends in organic waste management in municipal marketplaces and related urban waste systems. Publications were retrieved from the Scopus database using a predefined search equation combining terms related to organic waste, municipal markets, valorization strategies, and urban waste management. The search covered the period 2000–2023 and included articles, reviews, book chapters, and conference proceedings written in English, Spanish, or Portuguese. A PRISMA-based screening process was used to remove duplicates, incomplete records, and studies not directly related to organic waste management in municipal market contexts, resulting in a final dataset of 206 publications. Bibliometric indicators, including annual scientific production, author productivity, journal distribution, and country contributions, were analyzed using the Bibliometrix R package. Network visualization was performed with VOSviewer to examine keyword co-occurrence, country collaboration, and author co-authorship patterns. Keyword normalization was conducted to merge synonymous terms and standardize non-English keywords. A strategic diagram was also developed to classify research themes according to centrality and density, allowing the identification of motor, basic, niche, and emerging or declining themes within the field.