Measure the median of the converters
Two decisions make the metric usable. Count only leads that converted, since including leads that never converted turns the calculation into a conversion rate wearing a clock. And use the median rather than the average, because the distribution has a long right tail that drags the mean past anything typical.
Publish two figures together. The median describes the normal path. The share of converting leads that reached opportunity within 30 days describes how much of your pipeline is fast, which is the part that can still affect the current quarter.
The lag decides which quarter a lead pays for
Add the lead-to-opportunity lag to the sales cycle and you get the total distance between a marketing dollar and revenue. That total is what makes demand generation a leading function rather than a same-quarter lever.
ORM's models group opportunities and predict a close curve for each group running from 1 to 80 weeks, with most of the expectation landing before week 12. Stack a typical lead lag on top of that curve and most leads created inside a quarter cannot close in it. Teams that respond to a coverage gap by demanding more leads are funding the quarter after the one they are worried about, which is why the gap has to be caught early enough for the timeline to work.
Fast response changes the front of the lag, not the buyer
Speed to lead is worth optimizing and it is a separate measurement. Responding in minutes rather than days improves connect rates and moves the front edge of the lag. It does not compress the buyer's internal timeline, which is where most of the elapsed days sit.Track them as two metrics. If response time improves and the median lead-to-opportunity time does not move, the constraint is on the buyer's side, and the fix is nurture and multithreading rather than faster routing.
Set a conversion window and stop counting
Leads do not convert forever, and an open-ended attribution window turns the metric into a slowly rising average. ORM applies a twelve-month rule to opportunity aging and counts a change in stage, close date, or amount as meaningful activity. Lead records deserve the same treatment.
Pick a window from your own distribution, for example the point where 90% of eventual conversions have already happened, and treat leads past it as recycled rather than pending. That keeps the metric stable, keeps the funnel honest, and lets lead-to-opportunity timing feed the sales forecasting process as a real constraint. Combined with the arithmetic behind sales velocity, it also shows whether the demand created last quarter can support this quarter's pipeline coverage.
Frequently Asked Questions
How do you measure lead-to-opportunity time?
Take every lead that converted in the period, calculate the days between lead creation date and opportunity creation date, and report the median. Report it alongside the share of converting leads that made the jump within 30 days, since that share describes the shape the median cannot.
Should you use the median or the average?
The median. Lead conversion has a long right tail, where a handful of leads convert after a year and pull the average well above what most leads do. The median describes the typical lead. The tail belongs in a separate line on the report.
Why does the lag matter for forecasting?
Because it decides which quarter a lead pays for. If the median lag is 45 days and the median sales cycle is 90, a lead created today closes next quarter at the earliest. Demand generation targets set without that offset produce pipeline that arrives one period late.
Is lead-to-opportunity time the same as speed to lead?
No. Speed to lead measures how fast you respond after a lead is created and is usually counted in minutes. Lead-to-opportunity time measures the full gap until an opportunity exists and is usually counted in weeks. Fast response compresses the front of that gap without changing the buyer's own timeline.
Put these metrics to work
ORM builds custom revenue forecast models that turn concepts like how long does it take a lead to become an opportunity into prescriptive action for your team.
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