Abstract Piezocomposite ultrasonic transducers (PUTs) are extensively used in diverse technological fields, however, PUTs based on conventional 1–3 piezocomposite containing only one type of piezo pillars have met a bottleneck in further performance enhancement. Herein, based on the [011]‐oriented relaxor ferroelectric Pb(In 1/3 Nb 2/3 )O 3 ‐Pb(Mg 1/3 Nb 2/3 )O 3 ‐PbTiO 3 (PIN‐PMN‐PT) crystal, a novel (1 A ,1 B )‐3 piezocomposite structure containing two types of single‐crystal pillars‐ high d 33 , k t pillars with square cross‐section (termed as 1 A ) and high dhgh pillars with rectangular cross‐section (termed as 1 B ), alternately arranging in epoxy resin and forming a 5 × 9 array are reported. The combination effect and synergistic action of two different piezo‐pillars in the piezocomposite notably broaden the working bandwidth, improve the sound sensitivity, and also produce a suppression effect to undesirable transverse vibration modes. Experimental results validate the performance enhancements of (1 A ,1 B )‐3 composite‐based PUT: the increases in –3 dB transmitting, receiving bandwidth, and receiving sensitivity are 71.4%, 28.6%, and 26.6%, respectively, in comparison to conventional 13 single‐crystal composite‐based PUT. Moreover, its hydrostatic figure of merit (HFOM) dhgh (=4084.9 × 10 −15 m 2 N −1 ) is 177.3% higher than that of commercial single crystal 13 piezocomposites. The proposed design strategy represents a promising development direction of next‐generation bandwidth and high‐sensitivity ultrasonic transducers.