Most AEs don't know how much pipeline they need. Work backward from your number to find the real math: how many conversations, what deal size, and which accounts to focus on first.
You know your quota. You probably don't know how many qualified conversations it takes to hit it—or what that means for which accounts you should be calling this week.
Most new AEs get assigned a territory and told to "get to quota." That's the wrong starting point. Start with the number instead. The math is simple, but most reps skip it entirely.
Your quota is fixed. Working backward tells you exactly how much pipeline you need to be building right now to hit it. If your quota is $1M annually and your average deal size is $50K, you need 20 deals per year. That's roughly two deals per month. But quota isn't evenly distributed across the year—most plans are weighted toward Q4. Adjust for your company's actual close curve.
Now add your win rate. If you close 30% of pipeline, you need 6.7x your target in active pipeline to land one deal. So two deals per month means you need roughly $670K in pipeline at any given time. That's not a gut feeling—that's your actual number.
When you know this, every conversation becomes measurable against a real target, not a vague "keep prospecting" instruction.
Not all deals are $50K. Your territory probably includes different customer segments. Some might be smaller and faster to close; others might be $200K+ and take six months. Your pipeline requirement changes depending on which accounts you're actually targeting.
If you're focusing on mid-market first (smart for ramping), your average deal size might be $30K instead of $50K. That means you need more deals to hit the same number. If you're targeting enterprise, your deal size goes up but your win rate probably goes down and your sales cycle stretches.
Map your territory. Identify which accounts fit which tier. Calculate the deal size for each segment. Then reverse-engineer pipeline for each category. This tells you whether you should be doing broad prospecting or deep account work—or both, and in what ratio.
If your territory includes existing customers, start there. These deals close faster and have a higher win rate than net new. A $50K net new deal might take six months and close at 30%. A $30K expansion deal might close in two months at 60%.
Calculate how much revenue you can get from your install base alone. How many customers do you have? What's the average expansion opportunity per account? At what win rate? If you can hit 40% of quota from expansion, that changes everything about your prospecting plan. You need less net new pipeline. You can be more selective about which new accounts to target.
Work the numbers. If you have 50 existing customers and the average expansion revenue is $20K at a 50% close rate, that's $500K of addressable revenue in your install base. If your quota is $1M, you just cut your net new requirement in half.
Once you know what expansion can deliver, you know exactly how much net new you need. If expansion gets you $400K and your quota is $1M, net new is $600K. At $50K average deal size and 30% win rate, that's 18 deals to source, which means 60 qualified conversations (assuming a 30% conversion from conversation to pipeline).
Now you have a real number. Not "build pipeline"—60 qualified conversations from net new accounts per year. That's five per month. That's one per week. Knowing this, you can run a targeted prospecting campaign instead of throwing spaghetti.
The same math applies if you're selling into a new segment or vertical. Calculate forward from the behavior you know (conversation-to-pipeline rate, pipeline-to-close rate, average deal size) and backward from what you need to hit. The gap tells you exactly where to focus.
You have a finite amount of time. If you need 60 net new conversations per year, you can't call every company in your territory equally. You need to get selective.
Identify the 20 accounts that fit your ideal customer profile most closely—the ones most likely to convert. Focus there first. If you can land eight qualified conversations from those 20 accounts (40% conversation rate, which is realistic for warm outreach), you're already halfway to your annual net new target with 20 accounts. The second group of 50 accounts might get you four more conversations at a lower rate.
This is territory segmentation. It's not overthinking it—it's the discipline that separates ramping AEs from AEs who thrash around for a year.
Document the math. Share it with your manager. It becomes your contract: if you hit the conversation targets in this prioritized account list, the deals will follow. If they don't, you know it's not a prospecting problem; it's a selling problem.
Pull your last 20 closed deals. Count how many you closed out of all the opportunities you had in pipeline for the same period. New reps often overestimate this—expect 20-40% for most B2B sales. Ask your manager what the team average is; yours should land there once ramped.
Use your company's average, not your own. Pull the last 12 months of closed deals in your segment or territory and calculate the mean. This becomes your baseline. Your deals may be different once you close a few, but start here.
Yes. Your monthly pipeline requirement stays the same—you're working to a fixed annual number. But if your quota accelerates in months 6-12, you'll need to build more net new pipeline earlier. Calculate average monthly requirement, then adjust for your actual close curve.
Expansion first. You have a higher win rate and shorter cycle with existing customers. This gets you fast wins and proof of competence. Hit 40-50% of quota from expansion, then focus remaining time on net new. This is how most reps ramp fastest.
Recalculate monthly. After your first few deals close, your actual win rate, deal size, and cycle time will shift. Adjust the math so your monthly pipeline targets stay real and achievable, not wishful.
Part of our guide to Gap Selling.
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