This break-even analysis covers monthly revenue, contribution margin, fixed monthly costs, scenario logic, and downside risk for a US social listening service The launch model uses $760k in Year 1 monthly fixed commitments and an 82% contribution margin after cloud, API, payment, and commission costs It excludes taxes, financing, owner draws outside payroll, and any lender promise