The growing demand for clean-label products has intensified research into natural antimicrobial agents for food preservation. Essential oils (EOs) and crude extracts (CEs) from aromatic and medicinal plants (AMPs), along with bacteriocins, offer promising alternatives to synthetic preservatives. This study evaluated the efficacy of EO or CE from nine AMPs and their association with bacteriocin OS1 against Salmonella enterica, Bacillus cereus, and Staphylococcus aureus in a refrigerated sausage model. Sausage batches were treated with EOs of rosemary, thyme, clove, nutmeg, laurel, garlic, blue gum, and CEs of saffron and safflower, and/or bacteriocin, and stored for 15 days at 8°C. The data were analyzed using Spearman correlation analysis, variance analysis, and the Mann-Whitney test. Based on statistical analysis, bacteriocin OS1 alone (at 200 AU/g) minimally affected S. enterica counts, with 0.03-0.23 Log CFU/g reduction, and moderately reduced B. cereus (0.31-0.54 Log CFU/g) over the storage period. Notably, S. aureus displayed no susceptibility to OS1. The three populations demonstrated significant and variable sensitivity to the tested AMPs. Rosemary-EO showed the highest reduction in S. enterica and B. cereus, while S. aureus was most susceptible to garlic-EO. The combination of rosemary-EO and OS1, as well as laurel-EO and OS1, showed a synergistic effect, significantly reducing B. cereus and S. enterica. Furthermore, S. aureus exhibited greater resistance to AMPs, whether alone or combined with bacteriocin. These findings highlight species-dependent interactions between certain AMP extracts and bacteriocins validated within a sausage matrix, providing a natural food preservation approach aligned with consumer demand for clean-label products.