• Monomer ratio affected microstructure and EKC properties of polymeric aggregations. • Low CACs could be gained when hydrophobic monomer ratio increased. • Improve separation window and methylene selectivity by increasing hydrophobic monomer ratio. • LSER analysis found polymeric aggregations owned more complex interactions than SDS micelle.