Bismuth ferrite‐based bulk ceramics (1–x)Bi0.97Sm0.08FeO3–xBaTiO3 (BSF–xBT with x = 0.00 FC, x = 0.00 WQ, x = 0.01 WQ, x = 0.03 WQ, and x = 0.05 WQ, where FC is the furnace cooled and WQ is the water quenched) are synthesized by a conventional solid‐state reaction method followed by WQ process. The WQ procedure (compared with FC) dramatically improves the remnant polarization (Pr) of x = 0.00 ceramic from 11 to 21 μC cm−2. BT incorporation gradually reduces the coercive field (Ec) and Pr significantly enhances to 28.5 μC cm−2 (at x = 0.03) with fully saturated P–E hysteresis loops. The temperature‐dependent ferroelectric properties reveal that the corresponding Pr values improve with the rising temperature; this behavior may be related to the thermally activated domain walls motion. Symmetric and closed electromechanical strain–electric field (S–E) curves are obtained with a maximum strain of Smax = 0.05% for an optimum composition together with high charge sensor constant (d33 = 56 pC N−1). The structural and electrical properties of the investigated ceramics are presented in detail.