CG‐loaded and anti‐CA IX peptide‐functionalized nanobubbles (ACP/ICG‐NBs) have multimodal ultrasound, photoacoustic, and fluorescence imaging capabilities, and can specifically enhance the ultrasound and photoacoustic imaging of RCC xenograft tumors. The gene discussed is CA9; the disease is renal cell carcinoma.