How 3D Planner Data Can Spot Winning Product Before It Sells

Female on sofa looking at furniture on ipad. Image created by Freepik.com.

Data was supposed to make decisions easier. So why do your dashboards seem to show you more ways to stay confused?

If you’re a furniture retailer, you’re likely swimming in data—web traffic reports, CRM systems, sales figures, customer feedback, etc. Yet, instead of providing clarity, too much data leads to analysis paralysis. Retailers find themselves buried under metrics, struggling to extract actionable insights that drive growth.

But what if the problem isn’t the data, but how we approach it? By shifting focus from collecting more data to identifying and monitoring the right data, retailers can use analytics to anticipate what’s coming next.

3D planning data offers exactly that kind of early signal. Before a product is purchased, it’s explored, configured, and saved. That trail of interaction can help you spot what’s resonating with customers long before the sales figures catch up.

Here’s a simple, three-step framework to help you use data to make smarter, faster decisions.

Step 1: Start with what you have

The first step is to take stock of the data you already have. Your systems are already generating useful data from sales numbers and customer profiles to online planner usage and quote history. The trick is identifying which numbers connect to the actual business impact.

For instance, if you’re using a 3D planner or configurator, you’re sitting on powerful behavioral data. What finishes do customers gravitate toward? Which configurations are saved and shared the most? Which features are most customized? These are early indicators of demand. This information helps in understanding customer preferences and aids in inventory management and marketing strategies.

HomeByMe’s Retail Operations platform is invaluable here. It connects planner interactions, sales quotes, project histories, customer details, and supplier specs into one dashboard. For example, suppose a customer starts a living room project online and later comes in-store. In that case, your sales associate can pull up the original plan, view past quotes, and see which suppliers are available, all from one space.

Step 2: Pick your strategic KPIs

This is where clarity starts to kick in. You don’t need to monitor 27 dashboards. Focus on a short list of high-impact metrics that reflect your broader strategy. If you’re using visual tools like a 3D planner, here are three we’ve seen consistently move the needle:

• Web traffic: Are people engaging with your content and configurators?
• Conversion rate: Are those interactions turning into quotes and sales?
• Average basket size: Are customers building bigger orders thanks to visualization and configuration?

These three metrics form a clean narrative. They tell you if people are showing up, if they’re saying yes, and how much they’re spending when they do. Best of all, they’re easy to track with the right tools in place.

Step 3: Watch the trends and act

Tracking KPIs is good. Using them to drive business decisions is better. If your planner data shows corner sofas with dark wood legs trending, highlight those products in-store. If web traffic from mobile devices spikes midweek, consider a midweek Instagram promo featuring completed room designs. If quotes stall after five days, build a CRM trigger to follow up sooner. And if you’re forecasting seasonal demand, planner activity can be your early signal long before transactions hit your POS.

Looking at project histories can also help forecast peak categories and staffing needs. If living room projects tend to increase ahead of fall or outdoor projects spike in March, you’ll be better prepared to stock and staff accordingly.

Retail Operations helps you spot these patterns. Every project, quote, and follow-up is logged, giving your team the visibility to react in real-time. And because everything’s connected, from planner to showroom to supplier, you can scale faster, serve smarter, and retain customers with more personalized engagement.

Your data doesn’t need to be perfect; it must be focused. Start with what you have and prioritize the signals that tie to your business goals. A tool like a 3D planner will help you understand what your customers will likely buy next. The sooner you spot those signals, the sooner you can turn intent into sales and one-time buyers into loyal customers.

Visit HomeByMe to learn how we help retailers like you turn planning data into real-time retail insights and results.

See more:
Looking to grow your business? Look no further.
Becoming a member of the HFA has more benefits than we can list here. Click the button to learn more.
Trending In

HFA Solution Partners

STORIS Logo

For 30 years, STORIS has been the leading provider of technology to the home furnishings

Shopify logo

Shopify is the leading global commerce company that provides essential internet infrastructure for commerce, offering

HomeSource Systems

HomeSource Systems gives furniture retailers a powerful, all-in-one platform to run their business—without the hassle

3D Cloud logo

Marxent makes it easier to buy and sell home furnishings online. From 3D sectional configurators

STORIS Logo

For 30 years, STORIS has been the leading provider of technology to the home furnishings

Sign up for more!
From HFA events to the latest member news, get updates straight to your inbox.
Stay Informed and Up To Date
Subscribe now to elevate your store's success with expert tips and the latest trends delivered straight to your inbox.

Not an HFA member?

Don't miss out on all of our association benefits!