Property Tax Appeals Is Becoming Software: An AI-Enabled Competitive Map (and Where the Moat Lives)

The U.S. property-tax-appeal market is crowded but still fragmented by county rules. This report maps key players (Ownwell, LowPropTax, O’Connor, etc.), pricing models, unit economics, regulatory constraints, and the most defensible AI/data wedges for a new entrant.