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On a M"obius surface, as defined by D. Calderbank, we study a variant of the Einstein-Weyl (EW) equation which we call scalar-flat M"obius EW (sf-MEW). This is a conformally invariant, finite type, overdetermined system of semi-linear partial differential equations. We derive local algebraic constraints for this equation to admit a solution and give local obstructions. In the generic case when a certain invariant of the M"obius structure given by a symmetric tensor is non-zero, the obstructions are given by resultants of 3 polynomial equations whose coefficients are conformal invariants of the M"obius structure. The vanishing of the resultants is a necessary condition for there to be solutions to sf-MEW.

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