Single-phase synthesis of α II -VOPO 4 has been achieved by meticulous control of the seed formation and water vapor. The solid solution (V 1−x Nb x )OPO 4 (0.1 ≤ x < 1.0) (α II -VOPO 4 /MoOPO 4 -type structure) has been obtained by solution combustion synthesis. It is thermodynamically stable only for x ≥ 0.8; for smaller x values, equilibration leads to β-VOPO 4 and (V 0.2 Nb 0.8 )OPO 4 . With increasing niobium content, the a-axis of the tetragonal unit cell increases, while the c-axis decreases. Calculated model structures (density functional theory (DFT) using CRYSTAL17, PW1PW hybrid functional, and D3 dispersion correction) suggest that the dopant Nb 5+ cations lead to less distorted [(V V ≡ O)O 4 O] octahedra in their vicinity. The experimental vibrational (IR, Raman) and electronic ultraviolet/visible (UV/vis) spectra show considerable variation with composition, perfectly reflecting the calculated dopant effects. These results suggest that within the solid solution [(V V ≡ O)O 4 O] and [(Nb V ≡ O)O 4 O] polyhedra are present as in the boundary phases in addition to just one type of geometrically slightly modified [(V V ≡ O)O 4 O] and [(Nb V ≡ O)O 4 O] groups. The continuous variation of lattice parameters with x is related to the concentration of these four types of polyhedra. Reversible reduction (hydrogen) and reoxidation (air) of (V 1−x Nb x )OPO 4 are possible at 400 °C. Thus, (V 0.5 V Nb 0.5 V )OPO 4 yields (V 0.5 III Nb V )O 0.5 PO 4 , which decomposes at 800 °C in a sealed ampule to V III PO 4 and Nb V OPO 4 .