There’s a question that virtually every B2B tech company asks at some point: “Why are we generating so many leads but closing so few deals?” Most of the time, the answer isn’t about the quality of the sales team or the product. It lies in the metric that the paid media campaign was set up to track.
Two different systems, with opposite results
When a paid media campaign is optimized for lead volume (the classic MQL, short for marketing-qualified lead), the entire system adjusts to make conversion easier. Targeting broadens, the offer becomes more generic, and the barrier to entry lowers. The number of leads rises, and this increase seems, at first glance, like a victory.
The problem is that this system is optimized for accessibility, not for suitability. The easier it is to convert, the more people convert, but an increasingly smaller fraction of that volume actually resembles real buyers.
When the same paid media is optimized for the pipeline (real opportunities created or advanced in the sales funnel), the system behaves differently. Targeting becomes more selective, the offer better reflects the buyer’s decision-making stage, and the conversion volume tends to drop. However, the proportion of real opportunities within that smaller volume usually increases.
These are two systems with opposing logics, and most B2B technology companies—without realizing it—are set up to operate according to the first one.
The clearest sign that something is wrong
When marketing reports month-over-month growth in MQLs, but the sales pipeline doesn’t keep pace with that growth, there’s a structural disconnect between what’s being measured and what really matters to the business.
This type of discrepancy tends to become even clearer when someone finally compares the number of leads reported by the ad platform with the number of deals actually closed in the CRM over the course of an entire year. It is common to find that only a very small fraction of the total volume of leads generated actually turned into revenue, which completely changes the perspective on how much each customer acquired through that channel actually costs.
Why does this happen so often?
There’s a simple explanation for why this pattern keeps repeating itself: MQL is a metric that’s easy to measure and report on quickly, while pipeline and revenue require waiting months and cross-referencing data across different systems. Under pressure to show quick results, it’s natural for the marketing team to end up optimizing for what’s immediately available, even if that’s not what the business actually needs.
This behavior is self-reinforcing: the more a company reports and celebrates MQLs, the more its paid media is adjusted to generate even more MQLs, and the further the reported results drift from actual revenue.
What Changes When the Goal Is Redefined
When marketing and sales agree to measure success by actual opportunities and revenue—rather than by the number of forms submitted—a few practical changes usually take place:
Segmentation becomes more selective. Less volume, but with a profile that more closely matches the ideal customer.
The messaging shifts in tone. Instead of generic top-of-the-funnel content, the communication now better reflects where the buyer actually is in the decision-making process.
The paid media report is changing. Instead of reporting only clicks and conversions on the platform, the report will now show how many of those conversions actually progressed to a lead and then to a closed deal.
This type of restructuring follows the same logic that underpins any well-designed paid media plan, from the account structure to the ad creative.
Two questions to ask before increasing any budget
Before deciding to invest more in paid media, it’s worth asking two simple questions, with the sales team at the table:
- Of the leads generated in the last six to twelve months, how many actually turned into real sales opportunities?
- Of those that turned into opportunities, how many actually became customers?
If these two answers aren’t readily available, that’s already a sign that the company is making investment decisions based on incomplete metrics, no matter how positive the platform’s report may seem.
Frequently Asked Questions
Does that mean I should stop tracking MQLs altogether?
There’s no need to abandon the metric, but it should no longer be the primary criterion for success. MQL can continue to exist as an intermediate indicator, as long as it’s always accompanied by the actual conversion rate to opportunities and customers.
How can you align marketing and sales around a single metric if the two teams have different interests?
The starting point is usually a joint, documented definition of what counts as a qualified lead, reviewed with both teams in the same room.
Does this apply to small businesses, or only to those that already have a large volume of paid media?
This applies to businesses of any size. Smaller companies, in particular, tend to feel the impact more quickly, because every real spent unwisely represents a larger portion of their total available budget.
This line of reasoning is directly linked to how the marketing budget should be allocated among brand, demand, and expansion, as well as to the most common structural errors found in Google Ads accounts.
