Top 25% of AEs spend 19 more points of their time actually selling. Here's exactly where they find that time—and why it matters more than pipeline size.
You have a pipeline that looks good on paper. Your forecast shows 240% coverage. So why are your top-quartile peers closing more deals from pipelines that look identical to yours?
The gap isn't quota, territory size, or luck. It's talk time distribution. Top-quartile AEs spend 47% of their time in actual selling work. Median AEs spend 28%. That 19-point gap is 70% more commercial productivity on the same hourly base.
The question isn't "How do I create more time?" It's "Where am I spending time that isn't moving deals?"
Non-selling work fills the day for most reps. You attend deal reviews, update forecasts, sit in team calls, pull reports, chase contracts, wrangle legal, handle renewals that Marketing should own, and chase internal approvals. That's all necessary. But top-quartile AEs ruthlessly protect selling time within those constraints.
Here's where the 19-point gap actually comes from:
Sourcing automation stops the hunt for leads. Top AEs don't spend their selling time prospecting. They let sourcing tools and SDRs feed their pipeline. Median AEs spend selling time digging through databases or trying to find warm contacts. If you're spending 20% of your time prospecting instead of closing, you've already lost 6 points of selling time before deal reviews even start.
Proposal templates and proposal engines cut the back-and-forth. You send a proposal. Buyer asks for changes. You rebuild it. They want numbers different. You rebuild again. Median AEs spend weeks on this. Top AEs send proposals once, with a Mutual Action Plan attached, then move to close or walk. A single deal cycle saves 15-20 hours of your time by not re-drafting.
CRM integration stops duplicate work. You take a call, write a note in Slack, log the call in Salesforce, send a follow-up email, update the deal stage, and tell your manager in a message. Top AEs have one system. Call recorded, notes auto-logged, email drafted from the same platform. No re-entering data. No hunting for what you told them last week.
The median AE spends 3-4 hours per week on work that a top-quartile AE has automated or eliminated entirely.
A top AE in a well-structured territory talks to buyers. A median AE in a poorly structured territory spends half their time on account hygiene.
If your territory is divided by geography with no account clustering, you spend time traveling (even if virtual), context-switching between industries, and managing accounts that don't tier together logically. If your territory mixes existing business, upsells, and net new without clear ownership rules, you spend time arguing internally about which rep owns expansion on an existing account.
Top-quartile territories have clear rules:
A well-defined territory means you know exactly who you're selling to and what you're selling them. A messy territory means you spend 6-8 hours per week explaining internal conflicts instead of talking to buyers.
Deal reviews can destroy a selling schedule. Median sales teams hold weekly deal reviews where reps explain forecasts, justify pipeline, answer "why haven't you closed this," and sit while a manager re-discovers what they already know.
Top-quartile AEs change the format. Deal reviews happen as needed, not on a calendar. A manager pulls you in only when a deal is stuck, needs multi-threading, or is at risk. The AE spends 30 minutes unblocking it, then gets back to selling. No time spent explaining deals that are moving.
A weekly deal review on a 40-call pipeline means you spend 2-3 hours justifying work you could have been doing instead.
If you work 40 hours a week:
That 7.6-hour weekly difference compounds. Over a year, it's 395 hours of additional selling time. If your average deal takes 20 hours of selling work (discovery, multi-threading, negotiation, close), that's 20 more deals closed per year just from time allocation.
Your top-quartile peers aren't smarter or faster talkers. They've engineered their week so that more of it happens on calls with buyers.
Start with sourcing. If you're spending more than 5 hours per week on prospecting, something is broken. An SDR team or an automation platform should feed your pipeline. Every hour you spend hunting for leads is an hour you're not closing deals.
Next, audit your proposals. Time yourself from "deal stage won" to "contract executed." If it's more than 30 days, your proposal process is leaking time. Templates, signature software, and playbooks cut this to 10 days. That frees 8-10 hours per deal.
Then look at your deal review schedule. If you're in a weekly review, ask if every deal needs to be there. A standing review without a standing agenda is just theatre. Pull only the deals that are stuck.
Finally, clarify territory ownership with your manager. If you don't know who owns an upsell on a renewal account, neither does anyone else. Spend 30 minutes on this now, save 5 hours per week for the next year.
The time isn't hidden. It's where you're already spending it—just not on calls with buyers.
Top-quartile AEs spend 47% of their time in actual selling work—discovery, demos, multi-threading, closing. Median AEs spend 28%. If you're below 40%, your infrastructure or territory structure is eating selling time you can reclaim.
Fix sourcing first. If an SDR or tool isn't feeding your pipeline, you're spending prospecting time that should be talking-to-buyers time. Most AEs find 5-7 extra hours weekly by stopping manual lead hunting.
Proposal back-and-forth commonly takes 15-20 hours per deal. A template with a built-in Mutual Action Plan cuts it to 2-3 hours. The difference is 4-5 weeks of your time per full-cycle deal, compounded across your pipeline.
Because deals that are moving don't need a review. Top AEs only attend when a deal is stuck or needs multi-threading help. Weekly reviews with no agenda waste 2-3 hours talking about deals that will close anyway.
You can reclaim 6-10 points within 30 days by fixing sourcing, proposals, and CRM workflow. The full 19-point gap often requires territory restructure, which takes a quarter to show effect.
Part of our guide to Gap Selling.
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