Better decisions start with better visibility. But sometimes, even the numbers we rely on most aren’t telling us the whole story.
This week, we’re looking at a two-store retail analysis that uncovered a surprising reason behind a conversion gap, and how the National Retail Federation is improving the way it measures billions in consumer spending.
Both stories reinforce a simple idea explored in this week’s blog, Counting Is Caring: You can’t improve what you don’t see, and what you choose to measure can change everything.
Notable News
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The Conversion Rate Wasn’t Telling the Whole Story
Two retail stores. Similar shoppers. Very different conversion rates. But the problem wasn’t necessarily the sales team.
A recent analysis from Indivd examined 99 trading days across two fashion stores. One converted 12% of visitors, while the other converted 14.8%. On the surface, the second store appeared to be performing significantly better. But when researchers looked more closely, they discovered something surprising: among shoppers who stayed and engaged, conversion was nearly identical at 21% in both locations.
The real difference happened much earlier. At the first store, 44% of visitors left almost immediately, compared with just 30% at the second. What looked like a sales performance problem was actually a customer engagement problem occurring near the entrance.
It’s a reminder that even familiar metrics can hide important details. Conversion tells you how many visitors purchased, but understanding what happened between entering and leaving can reveal where the real opportunities exist.
Even Retail’s Biggest Numbers Need a Second Look
If the organizations measuring billions in retail spending are still finding ways to improve their data, there’s probably a lesson in there for the rest of us.
The National Retail Federation recently announced major improvements to its CNBC/NRF Retail Monitor, expanding the transaction data behind its monthly retail sales reports. The updated methodology increases the number of cards represented to 120 million and expands the monthly spending captured from approximately $8 billion to nearly $40 billion.
But the improvements go beyond simply collecting more data. The NRF is also refining how that information is weighted and analyzed to better represent consumer spending across the country. The goal is a clearer, more reliable picture of what’s actually happening in retail.
For individual retailers, the principle is the same. Whether you’re measuring national spending trends or daily traffic at a single furniture store, better data creates a stronger foundation for decisions. The numbers don’t have to be complicated, but they do have to accurately reflect what’s happening.
Retail Snippets
Regional Growth: Kroger’s acquisition of Giant Eagle will add 200 stores and approximately $9 billion in annual sales, highlighting the growing focus on strengthening regional market share over broad expansion.
AI Investment: Companies including Amazon, Meta, Oracle, and Target are continuing to increase investments in AI while reorganizing their workforces, showing that technology spending remains a top strategic priority despite economic uncertainty.
Store Optimization: Analysts expect more than 2,000 U.S. stores to close this year as retailers optimize their physical footprints, shifting resources toward their highest-performing locations instead of maintaining underperforming stores.
Random Irrelevance
Clean Energy Milestone: China’s newest solar installation generated enough power this week to supply more than 1 million homes, according to Reuters.
AI Finds Hidden Planets: Researchers uncovered more than 100 previously hidden exoplanets in old NASA telescope data using artificial intelligence, according to Space.com.
Ocean Cleanup Progress: The Ocean Cleanup project announced it has now removed more than 20 million kilograms of trash from oceans and rivers worldwide, according to The Ocean Cleanup.
