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What is a Leading Indicator?
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What is a Leading Indicator?

6 mins·
Ben Schmidt
Author
I am going to help you build the impossible.

You are sitting at your desk looking at a spreadsheet. The revenue numbers for last month just came in. They are lower than you expected. You feel a sense of frustration because the month is already over and there is nothing you can do to change those numbers now. This is the primary problem with relying solely on lagging indicators. By the time you see the data, the events that created that data have already passed.

In the world of startups and small businesses, a leading indicator is a measurable factor that changes before the business or the economy starts to follow a particular pattern. Think of it as a signal. It tells you what is likely to happen in the future. If a lagging indicator is the rearview mirror of a car, a leading indicator is the view through the windshield. It allows you to see the curves in the road before you actually reach them.

For an entrepreneur, identifying these signals is one of the most practical ways to reduce the anxiety of the unknown. You are operating in an environment where information is often incomplete. You are trying to build something of value while navigating complex markets. Understanding these metrics provides a logical framework for making decisions today that will impact your results three or six months from now.

Understanding the Leading Indicator

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A leading indicator is essentially a predictor. In a startup context, this could be something as simple as the number of new leads entering your sales pipeline. If your pipeline volume drops significantly this week, it is highly probable that your revenue will drop in the coming months. The drop in volume happened first. The drop in revenue follows.

There are several common examples that founders should monitor closely:

  • The volume of new organic website traffic
  • The number of demo requests or trial signups
  • Customer engagement levels within a software product
  • The velocity of the product development team
  • Market sentiment or changes in interest rates

These metrics are not just numbers on a page. They are observations of behavior. They represent the actions of your potential customers or your internal team before those actions translate into financial outcomes. By tracking these, you move from a reactive state to a proactive state. You are no longer wondering why sales are down. You saw the lead volume decrease weeks ago and you already started working on a solution.

Finding the right leading indicators for your specific business requires a scientific approach. It involves looking at your historical data to see which activities consistently happen before a change in your primary goals. It requires a level of curiosity about the mechanics of your operations. You have to ask what happens right before a customer signs a contract or right before a user decides to cancel their subscription.

Leading versus Lagging Indicators

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To use these tools effectively, you must understand how they differ from lagging indicators. A lagging indicator confirms a pattern that is already occurring. Revenue, net income, and customer churn are all lagging indicators. They are the final results of your efforts. They are incredibly important for assessing the health of your business, but they provide no warning.

Leading indicators are often harder to measure than lagging indicators. Revenue is easy to track because it is a fixed number in your bank account. However, measuring how many users are actually getting value from a specific feature in your app requires more effort. It requires setting up tracking and analyzing behavior patterns. This extra work is why many founders ignore leading indicators until they face a crisis.

Consider the following comparison points between the two:

  • Lagging indicators are easy to identify but hard to change in the short term
  • Leading indicators are harder to identify but easier to influence directly
  • Lagging indicators provide proof of success or failure
  • Leading indicators provide the opportunity to change the outcome

A successful founder uses both in tandem. You use lagging indicators to set your long term goals and verify your progress. You use leading indicators to manage your daily and weekly operations. If you only look at the results, you are always playing catch up. If you only look at the leads, you might lose sight of whether those leads are actually turning into a sustainable business.

Practical Scenarios for Founders

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Imagine you are running a service based business. You want to know if you will be able to hit your growth targets for the year. Instead of just looking at your monthly billing, you should look at your proposal volume. If the number of proposals you send out remains steady or increases, your future billing is likely secure. If that number starts to slip, you know you have a problem long before your bank balance starts to dwindle.

In a software startup, a powerful leading indicator is often found in product usage data. If you notice that users are logging in less frequently, this is a leading indicator of churn. They have not canceled their subscription yet, but they are showing signs of disinterest. This gives your customer success team a window of time to reach out and solve the problem before the user officially leaves. Once they cancel, it is often too late to win them back.

There is also a human element to these indicators. Hiring speed can be a leading indicator for product delivery. If it takes you four months to hire a new engineer, and you need three new engineers to build a specific feature, you can predict that the feature will be delayed. You can see the bottleneck before the deadline is missed.

The Unknowns and the Risks

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While leading indicators are powerful, they are not perfect. One of the biggest challenges is the risk of false positives. Just because a specific metric moves does not mean the outcome is guaranteed. A surge in website traffic might lead to more sales, or it might just be a bot or a viral post that has nothing to do with your target audience. You have to be careful not to mistake correlation for causation.

We also have to consider the unknowns in our own data sets. Are we tracking the right things? Many founders fall into the trap of tracking vanity metrics. These are numbers that look good on a slide deck but do not actually predict anything of substance. A million social media followers is a vanity metric if none of them ever buy your product. It is a leading indicator of nothing but brand awareness, which may or may not translate to business value.

As you build your business, you should constantly be asking these questions:

  • Is this metric actually predictive of our primary goals?
  • How much of a time gap exists between this indicator and the result?
  • Are there external factors we are not measuring that could flip this signal?
  • Are we focusing on this number just because it is easy to track?

Operating a business is a series of experiments. Leading indicators are the data points that tell you if your experiment is headed in the right direction. They give you the confidence to keep building even when the final results are not yet visible. They provide a sense of control in a chaotic environment. Most importantly, they allow you to be the architect of your business’s future rather than a victim of its past.