Acinetobacter baumannii, a top‐priority WHO pathogen, causes life‐threatening infections in immunocompromised patients, leading to prolonged hospitalisation and high mortality. Here, we used the Galleria mellonella model to investigate community strain C98 (Ab‐C98) virulence via transcriptomic analysis. Ab‐C98 showed greater killing and faster colonisation in larvae than the clinical reference strain (ATCC BAA1605). Genes in three iron clusters, acinetobactin, baumannoferrin and the Feo system, were significantly up‐regulated. Targeted knockout of siderophore genes (basC, bfnD, and the gene encoding isochorismatase) significantly increased the survival of infected larvae by at least 35.16%, identifying these genes as potential targets for developing anti‐virulence agents against A. baumannii.