3 Revenue Forecasting Models for Accurate Revenue Predictions

Jerusha Songate on April 27, 2021

Revenue forecasting models help you plan your next phase of growth. Financial models also help you plan how to pivot in response to certain scenarios, like a sudden drop-off in sales or an unexpected surge in demand.

The Baremetrics article “The SaaS Financial Model You’ll Actually Use” describes how to create financial models you can use to plan out your next steps—even when your total revenue falls short and things don’t go as expected.

Let’s take a deep dive into why accurate forecasting is an essential business tool, and how you can get started using it to predict future sales. We’ll review the forecasting process and three specific forecasting techniques that may offer the insight you need for revenue projections.

Ready to go to the next level with your forecasting metrics? Sign up for a free trial of Baremetrics today!

What is Revenue Forecasting?

Revenue forecasting is predicting how much revenue you expect to make over a certain period. Those periods range from a quarter (3 months) to a full year.

This process is not just a guess about how much money your business will generate, but some experts admit that, for a startup, revenue forecasting is more of an art than a science.

Other commentators distinguish between judgment forecasting—based on intuition and anecdotal evidence—and quantitative forecasting—based on current and historical data. Ideally, data drives your revenue forecasts.

Want to make the most out of the sales data your company collects? Sign up for a Baremetrics free trial today!

Importance of Revenue Forecasting Models

Revenue forecasting models offer a method for predicting revenue. They allow you to move beyond personal judgment—your “best guess” of the success of your sales process—toward quantitative analysis.

Of course, hard data isn’t always possible. If it’s your business’s first year, you may have to rely on intuitive forecasting. Often that comes from your salespeople’s assessment of the likelihood that leads will pan out.

Forecasting models are important because they drive decision-making in your business. They influence your decisions to hire more people, expand into new markets, and set goals for upcoming quarters.

Get Access to Powerful Data Sets!

Use Baremetrics to measure churn, LTV and other critical business metrics that help them retain more customers. Want to try it for yourself?

Three Methods of Revenue and Sales Forecasting

Here are three ways to rely on proven methods of predicting revenue, and develop a picture of your company’s success.

1. Opportunity stage forecasting

This method predicts revenue based on your current prospects. It uses historical data to add a numerical value to each prospect given their stage in the sales journey. The further they are down your sales pipeline, the greater the chances the deal will close.

As an example, assume that over the past two quarters, 60 percent of customers who reached the stage of signing up for a free trial eventually purchased a subscription.

You can use this forecasting method to predict that 60 percent of prospects currently enrolled in a free trial will subscribe. Using this figure, you can forecast your revenue.

In theory, you can predict your revenue based on any opportunity stage. But the further down in the funnel they are, the more accurate the forecast becomes. That’s because you know more about these potential clients, enough to predict future revenue.

There are potential flaws in this method. It does not consider the age of each prospect. An older lead, or someone who lingers before reaching the stage of the free trial, is perhaps less likely to commit than one who goes through the early stages quickly. Opportunity stage forecasting treats both prospects equally.

2. Test market analysis forecasting

This method helps you to predict revenue based on the projected interest in a product. The process involves rolling out a product or service to a test market and reviewing the results. This is a particularly valuable method for startups who may not have historical data to draw from.

An example of a test market can be a rollout to a small segment of consumers or businesses. Crowdfunding campaigns, such as Kickstarter or Indiegogo, are one form of test marketing.

This method also has its drawbacks. There is no guarantee your product will perform as well in an open market as it did in your test market. Before using this method, it is wise to use additional data that considers competition in your industry and the buying habits of your target consumers.

3. Historical forecasting

This is a straightforward revenue forecasting model. Historical forecasting assumes that whatever has happened in the past will continue to happen.

As an example, say your revenue was $100,000 in January. Historical forecasting assumes revenue will also reach $100,000 in February and subsequent months.

There are some drawbacks to this method as well. Although it draws on historical reality, it assumes a lot about the future. First, that sales are steady and monthly recurring revenue doesn’t contract or expand. They don’t go down or go up. Second, it does not take into account natural fluctuations, like seasonality, changes in customer demand, or growth as the result of your sales team’s efforts.

There are ways to modify this method to make it more accurate. You can look at trends over the past 6 months to a year. This should show a moving average that considers seasonal changes and revenue growth rate.

You can then change your sales forecast projections accordingly by starting with average sales rates that are a more accurate sales picture for your business.

The month-by-month comparison may serve as a benchmark rather than as a straightforward method that ensures forecast accuracy.

How Baremetrics Helps!

Baremetrics uses real data points from your business to help you make smart predictions.

The forecasting tool is your go-to resource for revenue predictions you can rely on for budgeting and operational decisions.

Baremetrics analytics and insights give you access to powerful data sets about your customers that you can use to create financial models to build your business.

To learn more about Baremetrics, sign up for a free trial today.

New call-to-action

Jerusha Songate

Jerusha has a strong interest in SaaS and finding new business opportunities. She writes for Baremetrics as part of her passion for business journalism.