How Do I Turn Franchise Data Into Insights That Drive Growth?

Every franchise system collects data, but far fewer know how to turn that information into meaningful action. So, how do I turn franchise data into insights? According to John Oakes, CEO of Revenue Management Solutions, the answer isn't collecting more reports or building bigger dashboards. It's creating reliable financial visibility, standardizing information and using data to drive better conversations with franchisees.

When franchise leaders can quickly identify what's working, benchmark high-performing operators and deliver actionable recommendations, data becomes one of the most valuable growth tools in the system rather than another administrative burden.

Franchise Data Insights Begin With Financial Visibility

Franchise brands often keep a close eye on same-store sales and traffic, but Oakes said some of the most useful information can be found deeper in the financials.

"Unit-level P&L data is the foundation, and it's still the most underutilized asset in franchising," Oakes said. “We surveyed over 350 franchise concepts and found that only half of franchisors are getting accurate financials from 80% or more of their franchisees. That's a significant gap. You can't manage what you can't see.”

Reliable financial reporting creates the foundation for systemwide benchmarking, operational coaching and performance improvement. Without it, franchisors are often making decisions based on incomplete or outdated information.

"The metrics leaders think they're watching — same-store sales and traffic counts — are the obvious ones," Oakes said. "What gets overlooked is the cost structure beneath them: food cost as a percentage of net sales, labor cost as a percentage of net sales and how those numbers compare across locations with similar footprints. When a franchisee in one region is running three points better on food cost than a comparable store two markets over, that's not luck. It's a replicable behavior worth understanding and spreading."

How Do I Turn Franchise Data Into Insights Instead of Information Overload?

Collecting data is only half the challenge. Many franchise systems already have more reports than they know what to do with. According to Oakes, the bigger issue is that the information often arrives from multiple systems, in different formats and on different schedules.

"Most brands are drowning in data and not getting enough context from it," Oakes said. “The problem usually isn't the data itself. It's that it's arriving in inconsistent formats, on different timelines, from different reporting systems. Before you can surface insights, you have to solve the plumbing. That means validating and standardizing data so leaders and franchisees can trust the information they're using to make decisions.”

Once the data is clean, every metric should answer one simple question: What decision will this help someone make? "We push brands to work backward from the action, not forward from the report," Oakes said. "If a piece of data doesn't connect to a conversation that a field ops team can have with a franchisee the following week, it probably doesn't belong on the dashboard."

Visualization Turns Franchise Data Into Action

Franchisors can have plenty of data and still struggle to make sense of it. Clear visualizations can make complex financial information easier to understand and act on.

"One of the consistent pieces of feedback from franchisors we work with is that they had the data before, but it lived in spreadsheets that required a dedicated analyst to interpret," Oakes said. “When it's standardized, validated and displayed through an interactive dashboard with trend lines and peer comparisons, the insight is immediate.”

And for franchisees, that clarity removes guesswork. "The goal is to make it easy for a franchisee to see where they stand relative to their peers and understand the two or three things worth addressing," Oakes said. "Not 40 things."

Benchmarking Creates Better Franchisee Conversations

One of the greatest advantages of turning franchise data into insights is shifting conversations between franchisors and franchisees away from compliance and toward collaboration.

Oakes shared the example of a quick-service restaurant franchise with more than 200 franchisees that struggled to consolidate financial reporting across its network. Financial statements arrived late and in different formats, and they often required significant manual cleanup before they could be analyzed.

After implementing standardized financial reporting, more than half of locations submitted profit-and-loss statements within 30 days of each reporting period. Even more valuable, the benchmarking revealed average profit margin improvement opportunities of nearly 4%, while highlighting specific operators outperforming their peers on food and labor costs.

"The outcome wasn't just operational improvement," Oakes said. "It changed the nature of the relationship between the franchisor and franchisees. When operators can see their own performance transparently benchmarked against peers, the conversation shifts from compliance to collaboration."

Building a More Data-Driven Franchise System

For franchisors asking, "How do I turn franchise data into insights?" Oakes recommends starting with the fundamentals instead of investing immediately in sophisticated analytics platforms. Nearly 90% of franchise leaders surveyed by Revenue Management Solutions said their brands would benefit from improved financial reporting and analysis, yet many still struggle to collect timely, accurate unit-level financials consistently.

"The most common mistake is investing in dashboards before fixing data quality," Oakes said. "You can have a well-designed visualization tool and still be making decisions on incomplete inputs. The output is only as good as what's going in. The second mistake is treating data as a compliance exercise rather than a support tool. Franchisees are much more likely to submit accurate financials consistently when they see something useful come back: when the data helps them understand where they're leaving money on the table."

Practical Takeaways for Franchisors

For franchisors looking to put their data to better use, a few priorities consistently stand out:

Start by improving the quality, consistency and timeliness of unit-level financial reporting before investing in advanced analytics or dashboards.
Focus on a small group of actionable KPIs, such as food cost, labor cost and EBITDA, and use peer benchmarking to put those numbers in context rather than overwhelming operators with excessive reporting.
Use data to coach franchisees, not monitor them, by delivering clear recommendations that help operators improve profitability and learn from top-performing peers.

For more franchise operations insights, check out these related articles on 1851 Franchise: