Research Hub
Independent analysis and benchmark data for retail operators.
Q3 2023
Industry Benchmarks
Margin compression, inventory turns, and foot traffic analysis across 400 independent retailers.
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Analysis
The Shrinkage Reality
Differentiating administrative error from organized retail crime using POS reconciliation data.
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Consumer Data
Returns Impact Study
The hidden cost of frictionless returns on operating margins and staff allocation.
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Tech Evaluation
POS Latency Benchmarks
Testing the real-world offline capabilities of 5 major cloud POS providers.
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Analysis
Labor Efficiency Ratio
Calculating the true revenue generated per scheduled floor hour in apparel retail.
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