Ask a room of B2B marketers whether MQLs are a good measure of success and you'll get a lot of eye rolls. Ask how many still report on them every month, and most of those same hands go up.
Most marketing leaders I work with already know a marketing qualified lead says more about form fills than about revenue. They report it anyway, because the metric is wired into how the business runs. It's one of the clearest examples I see of marketing, sales, and the CRM each running on a separate plan.
The most useful MQL alternatives are sales-accepted leads, lead-to-opportunity conversion, marketing-sourced pipeline, and, for account-based teams, marketing qualified accounts (MQAs). Below I cover why MQLs hang on, how those alternatives compare, and how to move to one without a rough quarter of explaining a dip to your leadership team.
What is an MQL supposed to do?
An MQL was meant to be a handoff point. It marked the moment a lead had shown enough fit and interest that sales should take a look. Used that way, it gave marketing and sales a shared line to work from.
The trouble starts when the handoff point becomes the goal. Once marketing is measured on MQL volume, the definition drifts toward whatever produces more of them: a whitepaper download, a webinar signup, a lead score that adds points for opening emails. The number goes up. Sales sees more names and fewer real conversations, and the two teams start arguing about lead quality instead of pipeline.
In most B2B companies I've worked with, "MQL" also means something slightly different to marketing, sales, and whoever set up the CRM. When the definition isn't written down and agreed on, the conversion rates built on top of it can't be trusted either.
Why do B2B teams still report MQLs?
MQLs stick around because they're baked into everything else. Pulling the metric out means rebuilding several things at once:
The board deck. There's a slide for MQLs, and leadership has learned to read it. A new metric needs a new story and a few quarters of history before anyone trusts it.
Compensation. Marketing bonuses, agency contracts, and sometimes SDR targets are tied to MQL volume. Changing the metric means renegotiating pay.
The CRM. Lead scoring, lifecycle stages, routing rules, and dashboards were built around MQLs, often by someone who left two years ago.
Forecasting. Finance and sales may use MQL-to-opportunity ratios to plan headcount and quotas.
Then there's the dip. A stricter metric almost always produces a smaller number at first. Explaining that to leadership during a quarter when everyone is already behind is a hard sell.
So the number stays. The cost of changing it shows up right away, and the cost of keeping it is spread thin enough that nobody has to own it.
What are the best MQL alternatives?
The best MQL alternatives sit further down the funnel, where marketing and sales share the outcome. You don't need all of them. Pick one or two that your
CRM can already report on.
| Metric | What it tells you | Good fit when |
|---|---|---|
| Sales-accepted leads | How many leads sales agreed were worth working | Sales and marketing argue about lead quality |
| Lead-to-opportunity conversion | Whether the leads marketing passes turn into real deals | You have enough volume to see a rate month to month |
| Opportunities sourced or influenced | How much pipeline marketing helped create | Leadership already reviews pipeline weekly |
| Pipeline created ($) | The dollar value of opportunities marketing touched | Deal sizes vary a lot, so counts mislead |
| Stage-to-stage velocity | How fast deals move once they're in pipeline | Long sales cycles where content supports the middle |
| Win rate on marketing-touched deals | Whether marketing's buyers close | Leadership asks whether marketing's leads turn into revenue |
Whichever you choose, write the definition down with sales and RevOps in the room. That written definition is what lets marketing, sales, and the CRM report from one connected system. It also keeps the number in place through the next leadership change.
What about MQAs and PQLs?
Marketing qualified accounts (MQAs) and product qualified leads (PQLs) are the two MQL alternatives that come up most. Each one fits a specific kind of team.
An MQA scores engagement across a whole account, combining every contact at the company. It fits teams running account-based marketing, where several people at a target company research and engage before anyone fills out a form. That matches how B2B purchases happen: in Forrester's 2023 Buyers' Journey Survey, 71% of B2B buyers made their purchase decision in a group of four or more people.
A PQL is someone whose use of your product, usually in a free trial or freemium plan, signals they're ready for a sales conversation. It fits product-led SaaS companies. If you don't offer self-serve access, it doesn't apply.
Both need the same written definition and handoff agreement as any other stage. Without that agreement, teams end up debating MQA quality the same way they debated MQL quality.
How do you move off MQLs without a dip?
The teams I've seen do this well report the new metric next to the MQL for a few quarters and let it earn its spot. They rarely announce the change.
Pick one number further down the funnel. Start with whichever metric from the table above your CRM can report today.
Agree on the definition in writing. Marketing, sales, and RevOps sign off on what counts, who owns it, and how fast leads get followed up.
Report it next to the MQL. Put both on the same slide for two or three quarters, so leadership can see how they relate before you ask anyone to let go of the old one.
Explain the gap once. When the new number is smaller, show what got filtered out and why. Most executives prefer a smaller number they believe.
Move incentives last. Change comp and agency targets only after the new metric has a few quarters of history behind it.
Retire the MQL slide quietly. By then, the new number is the one people ask about.
Most of the work happens in the side-by-side period. It gives leadership time to trust the new number before anyone has to give up the old one.
Frequently asked questions
What is an MQL? A marketing qualified lead is a contact marketing has judged ready for sales follow-up, usually based on fit (company and role) and engagement (downloads, visits, event attendance).
Why don't MQLs work as a success metric? MQL volume rewards activity. When marketing is measured on it, the definition tends to loosen, sales gets more names and fewer real buyers, and the two teams lose trust in each other's numbers.
What are the best alternatives to MQLs? Metrics further down the funnel that sales and marketing share: sales-accepted leads, lead-to-opportunity conversion, opportunities sourced or influenced, pipeline created, and win rate on marketing-touched deals. Account-based teams often use marketing qualified accounts (MQAs), and product-led SaaS companies use product qualified leads (PQLs).
Should we stop reporting MQLs right away? Usually not. Report the new metric alongside the MQL for two or three quarters so leadership can see how they relate, then retire the old one.
How do you get sales and marketing to agree on a lead definition? Write it down together. Define fit, intent signals, the information needed before handoff, who owns the lead, the follow-up window, and what happens to good-fit leads who aren't ready yet.
See where your teams stand
If your sales and marketing teams are still debating whose numbers are right, the metric is usually a symptom of a structural gap. It tends to sit in shared goals, the lead handoff, or how each team measures success.
The Sales and Marketing Alignment Assessment takes about five minutes and scores 15 statements across five areas, including lead handoff and measurement. Have your marketing and sales leaders take it separately and compare results.
Want help building the system behind the numbers? See how strategic support works or book a discovery call.
About the author: Melissa Gifford is a fractional CMO and B2B marketing strategist with 13+ years across customer service, sales, and B2B marketing. Through Content Creative, she helps B2B and mission-driven organizations connect marketing, sales, and content into one plan. To sign up for her newsletter, visit https://thelongstory.beehiiv.com/.