Although the Mac was seriously lacking software, notably a spreadsheet, it was faster, cheaper, included a graphical file manager (the Finder), and simply looked much better.
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In July 1981 Xerox announced the Xerox Star workstation, and by that point it was a well known "secret" that Apple Computer was working on a low-cost version that would later be known as the Lisa.