Pipeline velocity estimates how much revenue your pipeline should bring in per day. It multiplies three things and divides by a fourth, and marketing teams get asked to raise it. That is a fair ask for one of the four inputs, a shared job for two, and mostly out of marketing’s hands for the last.
Here is the formula, how to pull each input out of your CRM without fooling yourself, a worked example where two good-looking changes cancel each other out, and what marketing can honestly promise on each lever.
The pipeline velocity formula
Salesforce and HubSpot both publish the same calculation under the name sales velocity. Pipeline velocity is the same thing:
Pipeline velocity = number of opportunities × average deal value × win rate ÷ length of the sales cycle
The result is expected revenue per day, if you measure the cycle in days. Salesforce describes it as the revenue you can expect to bring in throughout the sales cycle. It is a rate, so it answers the question a pipeline total leaves open: at the current mix, how fast should money come out of this thing?
Notice where the sales cycle sits. It is the only input below the line. Cut the cycle from 100 days to 80, a 20% cut, and velocity rises by 25%. The same 20% gain on any of the three inputs above the line only buys you 20%.
Getting the four inputs out of your CRM
Most velocity numbers go wrong before anyone multiplies anything. Each input has a definition choice hiding in it, and the choice has to stay fixed from one month to the next.
| Input | What to count | The usual mistake |
|---|---|---|
| Opportunities | Opportunities that entered the pipeline during the window, using one documented stage definition | Counting leads or meetings booked as opportunities |
| Average deal value | Mean value of the deals you won in the window | Using the value on open opportunities, which is a forecast |
| Win rate | Won deals divided by all opportunities that closed, won or lost | Leaving out deals that quietly went dead and were never marked lost |
| Sales cycle length | Days from opportunity created to closed won | Starting the clock at the first form fill |
Then split it. HubSpot recommends running the equation separately for small, mid-market and enterprise pipelines. We would apply the same logic to source. A blended number mixes a 30-day inbound deal with a nine-month enterprise one and describes both of them badly. If your CRM has a reliable opportunity source field (our piece on pipeline generation covers how to keep one honest), run velocity per source too.
And pick a window at least one sales cycle long. Shorter than that, you are mostly measuring which deals happened to close this month.
A worked example: two changes that cancel out
Round numbers, for illustration only. A team has 60 opportunities, an average deal of $25,000, a 20% win rate and a 100-day cycle. That gives 60 × 25,000 × 0.20 ÷ 100, or $3,000 a day.
Marketing runs a bigger campaign and the pipeline grows to 75 opportunities. If the win rate holds at 20%, velocity climbs to $3,750 a day. Everyone is happy.
But say the new opportunities came from a looser audience and sales closes fewer of them, so the win rate slips to 16%. Now it is 75 × 25,000 × 0.16 ÷ 100. That is $3,000 a day again. Marketing reports 25% more pipeline. Expected revenue per day has not moved, and sales has 15 extra deals to work for nothing.
Data table
| Scenario | Dollars per day |
|---|---|
| Start | $3,000 |
| 75 opportunities, 20% win rate | $3,750 |
| 75 opportunities, 16% win rate | $3,000 |
| Same pipeline, 80-day cycle | $3,750 |
Compare that with no new opportunities at all and a cycle that drops to 80 days: back up to $3,750 a day, with the same amount of pipeline.
This is why the headline figure alone is dangerous, a point we also make in B2B marketing KPIs a board can act on. The inputs moved in opposite directions and the total stayed flat. Only the four inputs, reported side by side, show what happened.
Where marketing has direct control: opportunities
Opportunity count is where marketing has the most direct control. Budget, channels, targeting and offers all feed it, and the effect shows up within a quarter or so.
It is also the easiest lever to pull badly. Opportunity volume is the part you can buy, and cheap volume comes from people further from your ideal customer. The example above is the typical result: the count goes up, the win rate comes down, and velocity sits still.
So judge a marketing program by the opportunities it adds at a steady win rate. If your reporting shows marketing-sourced opportunities rising while the win rate on that source falls, you have not grown the pipeline. You have made it heavier. Our demand generation work is built around that test.
The levers marketing shares: win rate and deal size
Win rate is mostly the sales team’s number, but marketing shapes it at two points. The first is who comes in. An account that fits your best customers closes more often than one that merely clicked. The second is what the buyer already knows when the first call starts. A buyer who has read how you price, who you work with and what implementation takes arrives with fewer objections left to raise.
A 20% to 24% win rate on the same pipeline, by the way, takes the example team from $3,000 to $3,600 a day. That is a smaller jump than 15 extra opportunities at a steady win rate. It can cost far less, though, because it comes from targeting and content you already pay for.
Deal size belongs to pricing, packaging and sales. Marketing’s hand on it is segment choice. Aim the budget at larger companies and the average deal rises. Bigger deals also take longer and close less often, which is exactly why HubSpot’s advice to measure each segment on its own matters. Moving budget up-market can raise deal value and lower velocity in the same quarter.
The lever marketing barely touches: sales cycle length
The denominator is where velocity is most sensitive, and it is where marketing has the least say. A B2B cycle is set mostly by the buyer’s process: budget approval, security review, legal, procurement, the committee meeting that only happens once a month. Sales can manage it. Marketing can rarely shorten it on its own.
What marketing can do is reduce delays caused by missing information. Security questions answered before the formal questionnaire arrives. A pricing page that tells finance the order of magnitude. An implementation page that tells IT what the first 90 days look like. Each one takes a question off the buyer’s list before it turns into a week of email.
Be careful claiming credit here. If the cycle shortens in the same quarter marketing publishes new sales content, the content might be the reason. So might a new sales hire, a price change or a slower quarter in the buyer’s industry. Measure cycle length per segment for a few quarters before you tell anyone the content did it.
FAQ: pipeline velocity
What is pipeline velocity?
Pipeline velocity is the revenue your pipeline can be expected to bring in per unit of time, usually per day. It combines the number of opportunities, average deal value, win rate and sales cycle length into one rate.
How do you calculate pipeline velocity?
Multiply the number of opportunities by the average deal value and the win rate, then divide by the length of the sales cycle in days. With 60 opportunities, a $25,000 average deal, a 20% win rate and a 100-day cycle, that is $3,000 a day.
Is pipeline velocity the same as sales velocity?
Yes. It is the same calculation under two names. Salesforce and HubSpot both publish it as sales velocity, and many marketing teams call it pipeline velocity.
What is a good pipeline velocity?
There is no useful universal benchmark, because the number depends on deal size and cycle length, which vary enormously between businesses. Compare your own velocity against its trend, one segment at a time.
Why did velocity stay flat when marketing added more opportunities?
Check the win rate first. New opportunities from a broader, less-qualified audience close less often, and the lower win rate cancels the higher count. Look at the win rate by source for the period.
How often should you measure pipeline velocity?
Monthly is fine for reporting, as long as each calculation covers a window at least one sales cycle long. A 30-day window on a 120-day cycle mostly measures which deals happened to close that month.
Which input should marketing focus on?
Opportunities at a steady win rate. That is the lever marketing controls most directly. Win rate and deal size come next, through targeting and the content buyers read before the first call.
Can marketing shorten the sales cycle?
A little. Content that answers security, pricing and implementation questions early can remove some waiting. Most of the cycle is the buyer’s own approval process, so measure the effect over several quarters before claiming it.
COSEOM Team
COSEOM is a multilingual B2B growth agency. Since 2008 the COSEOM team has run international SEO, generative engine optimization, paid media and demand generation programs for B2B software and technology companies across their target markets. We publish our research, playbooks and product guides here. More about COSEOM
