SaaStr 专栏：新增 $10m 净新收入需要多少销售代表？账是这样算的
Dear SaaStr: How Many Sales Reps Do I Need?
- 1需要多少销售代表可以倒推计算：定销售收入目标、定AE配额、乘达成率系数、再加上管理负荷和专业化岗位。
- 2算例显示新增 $10m 净新收入需 16 名 AE、4 名 SDR、1 名 VP、2 名经理、1 名运营共 23 人，按 75% 达成率折算为 30 人。
- 3作者判断：顶尖 AI B2B 团队的配额达成比 AI 之前高约 30%，少数需求极强的团队单 AE 配额可达数百万美元。
- 4作者给出的配额参照：小客单价交易单个代表一年可能做不到 $400k，中型交易 $600-700k，大额交易常在 $1m 以上。
销售编制的本质是收入目标、配额与达成率的算术，AI 能抬升约 30% 效率，但不改变人手随收入规模扩张的等式。
- 影响：新增 $10m 净新收入对应约 30 名销售从业者，直接影响人力成本与现金消耗；团队规模化过程中销售效率可能下滑 30% 以上；AI 对配额的提升按作者观察集中在顶尖团队的 30% 左右。
- 参考：可考虑用这套方法倒推明年销售编制，从销售收入目标出发并按 75% 达成率打折；值得对照作者给出的 $400k、$600-700k、$1m+ 档位校准自家 AE 配额，再盘点现有管理比例与专业化岗位比例。
- 依据：数据均来自作者 Jason Lemkin 的经验性估算，如 75% 达成率、每 8 名销售配 1 名经理、专业化岗位约增加 20% 编制，均无独立验证。
Dear SaaStr: How Many Sales Reps Do I Need?
More than you probably would think.
You can back into how many sales reps you’ll need in SaaS:
- First, figure out how much sales-driven revenue you need to close in the next twelve months. Because that’s more than now.
- Second, calculate a reasonable attainable quota for your closers, your Account Executives. This is generally derivate of your deal size. If you do small deals, reps may struggle to close $400k a year. Middle size deals, $600-$700k. Bigger deals? Often $1m+.
- Third, multiply a yield factor. Not all reps will work out. And they will take at least some time to scale. To be conservative, assume 75% yielded quota. I.e., that only 75% of your reps, as a group, hit their quota. That may actually be high, especially if you are scaling quickly and make a few hiring errors. 60% is OK, too.
- Fourth, add “load”. Your VPs and Directors of Sales and sales ops and rev ops leaders and sales engineers are cost centers here. Assume 1 sales manager for each 8 sales professionals.
- Fifth, the more specialized the sales process is, the more folks you’ll need. SDRs, BDRs, SEs, etc. In theory, higher quotas should “pay” for specialization so in theory, and this wouldn’t impact headcount too much. But in practice, you can’t ask AEs to pay for the help they can closing. So it often adds at least 20% or so to the model.
So
If you want to add say, $10m in net new revenue next year, and your deals are say, at $25k in ACV each, and a $600k quota is reasonable (and that’s not that low, really):
You’ll need at least:
- 16 fully-scale AEs just to do the work ($10m/$600k)
- 4 SDRs to screen the deals
- 1 VP
- 2 Managers
- 1 Sales/Rev Ops (at least)
- = 23 heads / .75 yield = 30 sales professionals.
30 sales professionals to add that net $10m in new revenue, even with a $600k quota!
You’ll also note in this how & why sales efficiency drops over time. In the early days, you don’t need as much management, and your effective yield is often higher. Just scaling here alone will drop your sales efficiency 30%+ even if everything else stays constant. Plan for that.
Can You Push These Quotas, and Efficiencies, With AI? Yes … Up to a Point. Maybe 30% More Efficient
Top performing AI B2B teams hit quotas about 30% higher than pre-AI. Some with insane demand do much more (millions per AE), but if that’s you … you’ll know it.
More here:
来源：SaaStr · saastr.com