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This econometric study covers the latent demand outlook for convertible sofas, jackknife sofa beds and chair beds, studio couches, futons shipped with frames, and other dual-purpose sleep furniture excluding custom furniture sold directly to the customer at retail across the states and cities of the United States. Latent demand (in millions of U.S. dollars), or potential industry earnings (P.I.E.) estimates are given across some 12,700 cities in the United States. This statistical approach can prove very useful to distribution and/or sales force strategies. Using econometric models which project fundamental economic dynamics within each state and city, latent demand estimates are created for convertible sofas, jackknife sofa beds and chair beds, studio couches, futons shipped with frames, and other dual-purpose sleep furniture excluding custom furniture sold directly to the customer at retail. This report does not discuss the specific players in the market serving the latent demand, nor specific details at the product level. The study also does not consider short-term cyclicalities that might affect realized sales. The study, therefore, is strategic in nature, taking an aggregate and long-run view, irrespective of the players or products involved. This study does not report actual sales data (which are simply unavailable, in a comparable or consistent manner in virtually all of the cities in the United States). This study gives, however, my estimates for the latent demand, or the P.I.E., for convertible sofas, jackknife sofa beds and chair beds, studio couches, futons shipped with frames, and other dual-purpose sleep furniture excluding custom furniture sold directly to the customer at retail in the United States. It also shows how the P.I.E. is divided and concentrated across the cities and regional markets of the United States.