How To Set Quotas Without Historical Data
New segments, new products, and Series B teams have no historical attainment to anchor on. Build quota from capacity instead. Here is the method I use.
Most quota methodologies depend on historical attainment data. New segments, new products, and early-stage companies do not have it. The default move I see, last year plus a percentage, or a benchmark from a comparable company, is wrong because both reference points were optimized for different conditions.
Start with capacity, not aspiration
A capacity-based quota answers a different question than the historical method. Instead of asking how much the rep closed last year, it asks how much the rep can credibly close given the inputs they will have. The inputs are pipeline generation, ramp time, win rates at the relevant ICP, and average deal size, all of which can be modeled even when no historical data exists.
The output is a number the rep can defend, the manager can coach against, and finance can underwrite. In my experience, the honesty of the inputs matters more than the precision of the output.
The four inputs you cannot skip
- Pipeline generation: how many qualified opportunities will land in this rep's territory each quarter, from outbound, marketing, partnerships, and expansion combined?
- Ramp curve: what fraction of full productivity does a rep deliver in months one through nine?
- Win rate: based on similar deals, similar segments, or comparable products, what is the realistic conversion rate from qualified opportunity to closed business?
- Average deal size: what is the realistic distribution, not the wishful one?
Multiplied together, these inputs produce a capacity number. That number becomes the quota target.
What to do when inputs are unknown
The honest move is to declare the unknowns as assumptions and stress-test them. Run the model at three pipeline generation rates, three win rates, three deal sizes. Look at the spread. If the high case is twice the low case, you have a planning problem worth surfacing to the executive team before the quota gets set.
The point of the exercise is not perfect numbers. It is replacing aspirational quotas with defensible ones, and aligning sales, finance, and the executive team on the assumptions that make the number credible.
Every quota worth setting starts with a capacity model nobody can argue with.
Written by Ramy Stephanos. SF Advisor | Consulting.