Algo's core thesis is radical: retailers don't need more data—they need better decisions. Their AI-driven platform handles demand forecasting, inventory optimization, and price planning in one unified system. While competitors focus on dashboards, Algo focuses on outcomes: fewer stockouts, less dead inventory, and higher margins. With 42% direct traffic, their customers aren't browsing—they're logging in daily to run their operations.

474 employees generating $183M revenue means ~$386K per employee—enterprise-grade efficiency. This isn't a startup burning cash on growth hacks. With $42M in funding over years, Algo likely reached profitability before most competitors even found product-market fit. Their traffic profile (42% direct, 39% organic) screams mature SaaS: customers come back, not just discover once.