Sales Cycle Length is not a team efficiency metric. It's the measure of commercial friction in your GTM model.
“Sales Cycle Length is not a team efficiency metric. It's the measure of commercial friction in your GTM model.”
Otto GTM ObservatoryA long cycle rarely depends on the sales rep's skill. It almost always depends on three structural factors: how many stakeholders must approve the purchase, how clear the positioning is against competing alternatives, and how tight upstream ICP qualification is.
Shortening the cycle by acting only on closing pressure (discounts, artificial scarcity) moves the problem: the deal closes sooner but often on worse terms, with a negative effect on ACV and margin.
Common mistake: measuring the cycle from lead generation instead of first real qualification, artificially inflating the duration and hiding where the friction is really concentrated.
Second mistake: shortening the cycle with aggressive closing discounts instead of tighter upstream ICP qualification, improving the metric but worsening ACV, margin, and acquired customer quality.
An enterprise SaaS company with an average sales cycle of 9.4 months redefined its go-to-market strategy by excluding clients under 150 employees and concentrating outreach on three specific verticals. In 6 months, the average cycle dropped to 6.8 months and the conversion rate from opportunity to closed deal rose from 14% to 22.3%.