Valuation in Venture

Why discounted cash flow doesn't work here

PE valuation leans heavily on discounted cash flow (DCF): project future cash flows off a business with a real operating history, discount them back to today. Early-stage venture has almost nothing DCF needs, no meaningful cash flow history, wildly uncertain growth trajectories, and a real chance the company doesn't exist in five years at all. Running a DCF on a pre-revenue company produces a number that looks precise and means almost nothing.

What actually sets the price instead

• ARR multiples: for revenue-generating companies, valuation is commonly expressed as a multiple of Annual Recurring Revenue, itself set by what similar companies at similar stages and growth rates have recently raised at.
• Comparable rounds ("comps"): what did similar companies, same stage, same sector, similar growth rate, raise at recently? This is closer to how art or real estate gets priced than how a mature cash-flowing business does.
• Negotiated market clearing: at seed and Series A especially, price is often simply whatever a founder can get a credible investor to agree to, informed by, but not mechanically derived from, the above.

Multiples compress as a company matures because growth naturally slows and investors increasingly demand proof of a path to profitability, the exact opposite pull from a growth-stage round chasing a rare, still-accelerating outlier.