U.S. retailers face $77.1 billion in inventory carrying costs, while payment fraud absorbs 2.1% of sales. These statistics quantify the operational pressures defining the current retail environment.
Key Takeaways
- $77.1 billion inventory carrying cost estimate for U.S. retailers—measures carrying-cost exposure from inventory.
- $1.6 trillion global retail inventory in 2023—measures working capital tied to inventory (context for carrying costs).
- 2.1% average retail sales absorbed by fraud and chargebacks in 2023—measures payment fraud drag (retail cost).
- $3.2 billion global retail cloud computing market in 2023—measures cloud spending focused on retail use cases.
- $9.7 billion global retail AI software market in 2023—measures AI software spend specifically in retail.
- $33.1 billion global retail analytics market in 2023—measures analytics spending in retail.
- 37% of organizations reported web application attacks as an initial vector in 2024 DBIR—measures app-layer risk for retailers’ web stores.
- 277 days median time to identify a breach in 2023—measures breach identification duration impacting response costs for retailers.
- 2.0% average rate of card-not-present fraud for e-commerce merchants in 2023—measures fraud performance risk for online retailers.
- 60% of shoppers use reviews to research purchases — measures reliance on user-generated content
- 45% of retailers report having experienced at least one data breach — measures cybersecurity incidence reported by retail organizations
- 58% of breaches involved the use of stolen credentials — measures identity compromise risk impacting retailers
Retailers are investing heavily in cloud, AI, analytics, and automation while battling fraud, breaches, and slow ecommerce performance.
Related reading
01 · Category
Cost Analysis6 stats
01
$77.1 billion inventory carrying cost estimate for U.S. retailers—measures carrying-cost exposure from inventory.
02
$1.6 trillion global retail inventory in 2023—measures working capital tied to inventory (context for carrying costs).
03
2.1% average retail sales absorbed by fraud and chargebacks in 2023—measures payment fraud drag (retail cost).
04
18.0% of retailers report payment-related fraud as a major risk—measures frequency of fraud concerns affecting cost planning.
05
12.0% increase in retail IT spending in 2024—measures incremental IT cost pressures for retailers.
06
$1.4 billion average annual cost of legacy maintenance for large retailers—measures technology maintenance cost exposure.
Interpretation
Cost Analysis Interpretation
Cost pressures for retailers are accumulating across the balance sheet and the technology stack, with $77.1 billion in U.S. inventory carrying costs and 2.1% of sales lost to fraud and chargebacks in 2023, while IT spending rises 12.0% in 2024 and legacy maintenance alone runs about $1.4 billion per year for large retailers.
02 · Category
Market Size8 stats
01
$3.2 billion global retail cloud computing market in 2023—measures cloud spending focused on retail use cases.
02
$9.7 billion global retail AI software market in 2023—measures AI software spend specifically in retail.
03
$33.1 billion global retail analytics market in 2023—measures analytics spending in retail.
04
$19.8 billion global retail workforce management software market in 2023—measures retail-specific workforce planning and scheduling software spend.
05
$65.5 billion global retail automation market in 2023—measures automation spending including robotics and related systems in retail.
06
$14.3 billion global retail contact center software market in 2023—measures software spend for retail customer engagement centers.
07
$24.7 billion global omnichannel commerce market size in 2023—measures omnichannel platforms and solutions spend.
08
$1.9 trillion global electronics and appliances retail market in 2023—measures category market size.
Interpretation
Market Size Interpretation
In 2023, retailers collectively spent tens of billions across key technology categories, led by a $65.5 billion global retail automation market and followed by $33.1 billion in retail analytics, showing the market is rapidly scaling investments in advanced retail capabilities under the Market Size angle.
03 · Category
Performance Metrics10 stats
01
37% of organizations reported web application attacks as an initial vector in 2024 DBIR—measures app-layer risk for retailers’ web stores.
02
277 days median time to identify a breach in 2023—measures breach identification duration impacting response costs for retailers.
03
2.0% average rate of card-not-present fraud for e-commerce merchants in 2023—measures fraud performance risk for online retailers.
04
99.99% uptime target for retail ecommerce platforms—measures availability performance expectation (industry benchmarks).
05
47% of consumers expect the website to load in 2 seconds or less—measures speed performance requirement in retail.
06
Operating margin averages around 5% for broadline retail (industry benchmark)—measures operational profitability performance.
07
Average retail return processing time is 5–10 business days—measures reverse-logistics performance for retailers.
08
Retailers using real-time inventory visibility reduce out-of-stock rates by 10%–20% (industry result)—measures supply availability performance.
09
A 1% increase in sales conversion increases profit by 8%–12% (retail analytics relationship)—measures conversion performance leverage.
10
In-store conversion rates average 20%—measures point-of-sale performance benchmark for retailers.
Interpretation
Performance Metrics Interpretation
Performance metrics for retail point to a clear pressure on digital resilience and customer experience, with retailers facing 37% web app attacks as a common initial vector, a median 277 days to identify breaches, and customer expectations that websites load in 2 seconds or less with only 47% meeting that bar.
More related reading
04 · Category
Customer Behavior1 stats
01
60% of shoppers use reviews to research purchases — measures reliance on user-generated content
Interpretation
Customer Behavior Interpretation
With 60% of shoppers relying on reviews to research purchases, customer behavior in retail clearly shows that user generated content heavily influences buying decisions before anyone even steps into a store.
05 · Category
Risk & Compliance2 stats
01
45% of retailers report having experienced at least one data breach — measures cybersecurity incidence reported by retail organizations
02
58% of breaches involved the use of stolen credentials — measures identity compromise risk impacting retailers
Interpretation
Risk & Compliance Interpretation
With 45% of retailers reporting at least one data breach and 58% of those breaches involving stolen credentials, Risk and Compliance efforts must prioritize stronger identity security to prevent the most common breach vector.
report visual · Comparison
Retail fraud and cyber risk: how big the problem is
Retailers face meaningful revenue drag from fraud/chargebacks and persistent cybersecurity risk in web channels.
45% of retailers report having experienced at least one data breach — measures cybersecurity incidence reported by retai45%
37% of organizations reported web application attacks as an initial vector in 2024 DBIR—measures app-layer risk for reta
37%
18.0% of retailers report payment-related fraud as a major risk—measures frequency of fraud concerns affecting cost plan
18%
2.1% average retail sales absorbed by fraud and chargebacks in 2023—measures payment fraud drag (retail cost).
2.1%
source-verifiedfraudtips.com · pcisecuritystandards.org · verizon.com · riskbasedsecurity.com2024
Reference
Cite This Report
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APA
Priya Chandrasekaran. (2026, February 13). Retailing Industry Statistics. Gitnux. https://gitnux.org/retailing-industry-statistics
MLA
Priya Chandrasekaran. "Retailing Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/retailing-industry-statistics.
Chicago
Priya Chandrasekaran. 2026. "Retailing Industry Statistics." Gitnux. https://gitnux.org/retailing-industry-statistics.
Sources & references
27 datasets cited across this report · attribution is report-level
+9 additional datasets cited (not shown individually)