Imagine you go to a restaurant. There is a curated list of dishes, and the service is exceptional. You leave impressed and eager to return. The following week, you visit another restaurant with an extensive menu. The food is mediocre, and the service questionable. Which review will be better? Clearly, the first restaurant.

If this were a learning and development (L&D) scenario, the second experience might still receive a better “review.” Why? Because L&D often measures success by seat time and completion rates. These metrics are the equivalent of counting dishes on a menu. They are easy to track, but they say very little about quality or outcomes.

This is where L&D can learn from marketing. Marketers stopped measuring success by volume alone years ago. They focus on outcomes, influence and impact. It is time for L&D to adopt the same mindset and elevate how learning success is measured.

Why Marketing Gets Measurement Right

To understand that shift, let’s look at how marketing approaches measurement. The fundamental difference lies in what each discipline chooses to measure.

Marketing focuses on outcomes. Every campaign begins with clear business goals, supported by defined metrics and key performance indicators (KPIs) that tie directly to organizational objectives. Measurement is continuous and designed to inform decisions. If something is not working, marketers adjust quickly.

L&D, by contrast, often measures activities. Learning and performance objectives are defined, but they are not always connected to broader business goals. Success is typically assessed at the end of a program using satisfaction surveys, assessments and learning management system (LMS) data such as completion rates or seat time. These measures provide limited insight into whether learning actually improved performance or supported business results.

The issue is not effort or intent. It is a measurement mindset that prioritizes delivery over impact. So, how can L&D shift that mindset? It starts with business goals.

Start With Business Goals

Meaningful measurement starts by aligning learning initiatives with business objectives. Too often, L&D moves quickly from defining learning objectives to designing content. A more effective approach begins by identifying the business problem.

Consider a sales enablement initiative. Conversations with business leaders reveal that sales have declined year over year and that sales teams struggle, amongst other things, with effective discovery conversations. This is a clear training need. The business goal might be to increase sales by 2% annually. That goal should anchor the entire learning effort.

Learning and performance objectives are then written to support this outcome. As the learner journey unfolds, each stage in that journey includes specific objectives tied back to the business goal. Measuring progress at each stage provides early signals of whether the initiative is on track. If learners fall short early, adjustments can be made before final results are affected. Data and metrics we capture along the learner journey are known as leading indicators. They are a driver or catalyst of an end result. It’s an input or action taken today that will hopefully positively influence KPIs tomorrow.

This approach allows L&D to move from hindsight reporting to proactive decision-making. But to do that effectively, measurement must go beyond the LMS.

Leverage Data Beyond the LMS

Modern learning does not happen in a single system. Effective learner journeys span formal and informal experiences, including coaching, peer discussions, classroom sessions, eLearning, videos, collaboration tools and intranet resources.

This ecosystem generates a wealth of data. The challenge is not a lack of information, but a lack of intentional measurement design. When programs are structured only to report LMS metrics, critical signals about engagement, relevance and behavior change are missed.

By designing learning experiences with measurement in mind, L&D can capture insights across channels and better understand what drives performance. And that requires moving from vanity metrics to actionable ones.

Move from Vanity to Actionable Metrics

Marketers distinguish clearly between vanity metrics and actionable metrics. Vanity metrics are easy to collect but offer limited insight. A social media “like” is a common example. It signals minimal engagement and rarely informs decisions.

Actionable metrics reveal depth and influence. Comments, shares and conversations indicate that content resonated and prompted action.

L&D relies on similar vanity metrics, including seat time, completion rates and satisfaction scores. These metrics are simple to report, but they do not explain whether learning translated into improved performance.

Actionable L&D metrics focus on engagement with content, qualitative learner feedback and observable behavior changes on the job. These measures provide a clearer picture of impact and guide improvement efforts (but are also a little bit harder to measure). So, how do we put this into practice?

Building a Measurement Strategy

Creating a strong measurement strategy does not require complex tools or perfect data. It requires intention and focus.

Key steps include:

• Start with the business goal: Confirm that a real performance or capability gap exists and clearly link the learning initiative to a business outcome.
• Define success: Identify the behaviors and performance changes that signal progress toward the goal.
• Choose meaningful metrics: Select a small set of actionable metrics aligned with desired behaviors and outcomes.
• Plan measurement early: Decide when and where data will be collected and how it will be used to inform decisions and demonstrate impact.

When measurement is planned from the beginning, it becomes a tool for improvement rather than a reporting exercise.

The Bottom Line

Great restaurants are remembered for the experience they create, not for the number of dishes on the menu. The same principle applies to learning.

When L&D moves beyond counting learners and starts measuring engagement, application and business impact, conversations change. Learning investments become easier to justify, programs become easier to improve and outcomes become easier to demonstrate.

By adopting proven measurement thinking from marketing, L&D can shift from reporting activity to driving performance. The result is learning that does more than scale. It delivers results.