How do you estimate demand using simple forecasting methods in early-stage ventures?

• A. Use analog markets, expert estimates, surveys, and adoption models; scenario planning for best/expected/worst cases.
• B. Only rely on current sales data.
• C. Guessing based on gut feeling.
• D. Random market sampling with no forecasting.

Answer: (A)

In early-stage ventures, demand estimation comes from combining several simple, structured inputs rather than relying on hard data. Start with analog markets to find reference demand patterns from similar products or customer groups, then adjust for differences in timing, pricing, and competition. Bring in expert estimates from industry insiders or potential customers to gauge likely market size and adoption speed, and supplement this with surveys that measure actual interest and intent to buy in your target segments. Use adoption models to translate these signals into a time-based forecast, considering how adoption might spread through different customer groups. Finally, apply scenario planning to outline best, expected, and worst cases, so you can plan resources, milestones, and financials under uncertainty. This approach is superior to relying solely on current sales, guessing from gut feeling, or conducting random market sampling with no forecasting, because it combines reasoning from comparable markets, informed judgment, direct customer input, and explicit consideration of timing and uncertainty.