Ionization of atoms by linearly polarized strong laser fields produces cylindrically symmetric photoelectron momentum distributions that exhibit modulations due to the interference of outgoing electron trajectories. For a faithful modeling, it is essential to include previously overlooked phase jumps occurring when trajectories pass through focal points. Such phase jumps are known as Gouy's phase anomaly in optics or as Maslov phases in semiclassical theory. Most importantly, because of Coulomb focusing in three dimensions, one out of two trajectories in photoelectron holography goes through a focal point as it crosses the symmetry axis in momentum space. In addition, there exist observable Maslov phases already in two dimensions. Clustering algorithms enable us to implement a semiclassical model with the correct preexponential factor that affects both the weight and the phase of each trajectory. We also derive a simple rule to relate two-dimensional and three-dimensional models. It explains the shifted interference fringes and weaker high-energy yield in three dimensions. The results are in excellent agreement with solutions of the time-dependent Schrödinger equation.The π phase shift of an electromagnetic wave as it passes through a focus is an astonishing effect. Even though it was already observed by Gouy [1] more than 100 years ago, recent advances in laser technology have shone new light on Gouy's phase [2][3][4][5]. Analogous phenomena have also been found in other types of waves such as acoustic waves [6], standing microwaves [7] and phonon-polariton wave packets in Raman scattering [8].In the past years, various experiments have been proposed and conducted for measuring the Gouy phase in matter waves [9][10][11]. In the present work, we demonstrate that Gouy's phase anomaly appears in electron wave packets produced by strong-field ionization leading to a significant imprint on interference structures in photoelectron momentum distributions (PMDs).Strong-field ionization may be viewed as a two-step process consisting of: (i) release of an electron from the target; (ii) acceleration of the electron by the electromagnetic field in presence of the potential of the parent ion [12,13]. Depending on the system geometry, different parts of the emitted wave packets are mapped to the same final momentum, creating interference structures [14][15][16]. As the positions of the interference fringes are determined by the phase difference between the wave packets, the emerging PMDs may be viewed as "phasometer". For linearly polarized laser pulses, the PMDs are dominated by photoelectron holography [15,17]. Since these holograms [18] may be qualitatively explained by the interference of a non-scattered "reference" wave packet and a scattered "signal" wave packet [19,20], they have been applied for ultrafast imaging [21][22][23].While PMDs obtained by numerical solution of the time-dependent Schrödinger equation (TDSE) in full dimensionality (3D) agree well with experimental data [15,17], PMDs obtained in reduced dimensi...