We review some aspects of harmonic analysis for the Euclidean conformal group, including conformally-invariant pairings, the Plancherel measure, and the shadow transform. We introduce two efficient methods for computing these quantities: one based on weightshifting operators, and another based on Fourier space. As an application, we give a general formula for OPE coefficients in Mean Field Theory (MFT) for arbitrary spinning operators. We apply this formula to several examples, including MFT for fermions and "seed" operators in 4d, and MFT for currents and stress-tensors in 3d.Mean Field Theory (MFT) provides some of the simplest examples of crossing-symmetric, conformally-invariant correlation functions. Correlators in MFT are simply sums of products of two-point functions. In theories exhibiting large-N factorization, MFT is the leading contribution at large-N . For example, in AdS/CFT, MFT is the leading contribution to correlators in bulk perturbation theory [1][2][3]. In the analytic conformal bootstrap, MFT is the leading contribution to correlators at large spin [4][5][6][7][8][9][10]. MFT provides crucial example data for the numerical bootstrap [11], especially for spinning operators [12][13][14][15][16]. Furthermore, MFT OPE coefficients form the "ladder kernel" in SYK-like models [17][18][19][20][21][22][23]. Consequently, the OPE data of MFT (i.e. the scaling dimensions and OPE coefficients) is the starting point for many computations.Although correlators in MFT are simple, the OPE data can be nontrivial. OPE coefficients for a four-point function of fundamental scalars in MFT in 2-and 4-dimensions were guessed in [24]. 1 They were subsequently generalized to d-dimensions in [25] using a technique dubbed "conglomeration." In this work, we point out that conglomeration is part of a general toolkit of harmonic analysis for the Euclidean conformal group SO(d + 1, 1) [26]. Although harmonic analysis was first applied to CFTs in the 70's, it has played an especially important role in recent developments [17][18][19][20][21][22][23][27][28][29][30][31]. In section 2, we give an introduction to harmonic analysis for (Euclidean) CFTs.The calculation of [25] can be rephrased in terms of simple ingredients: the Plancherel measure, three-point pairings, and the "shadow transform" [32,33]. In particular, the computation of MFT OPE coefficients factorizes into two independent shadow transforms of threepoint functions, which are essentially generalizations of the famous "star-triangle" integral [34,35]. Using these observations, we write a general formula for OPE data of fundamental MFT fields in arbitrary Lorentz representations in section 2.8. Along the way, we derive orthogonality relations for conformal partial waves with arbitrary (internal and external) Lorentz representations.Our derivation essentially uses a "Euclidean inversion formula" -a formula that expresses OPE data as an integral of a four-point function over Euclidean space. MFT OPE data can also in principle be computed by applying the Lorentzian i...