• Fatty acids remain the most widely used eco-friendly collectors, but renewable sources and green synthetics show promise.
• Synergistic combinations of new green collectors with fatty acids significantly improve grade and recovery in apatite flotation.
• Collector performance is highly dependent on ore characteristics such as particle size and surface properties, which are underexplored.
• Future research should focus on designing tailored collectors to match mineralogical differences for enhanced selectivity.