Gitnux/Report 2026

That Daily Deal Mass Merchant Industry Statistics

From a surge of U.S. e commerce to shoppers spending hours chasing coupons on their phones, this Mass Merchant industry statistics page connects how deal apps, restaurant review habits, and personalized offers are reshaping demand and fraud risk. You will see why U.S. online retail sales hit $257.3 billion in Q2 2024, why mobile shopping draws 265 million registered users, and how a 36 to 1 email ROI benchmark can still coexist with promo fraud that averages about $250 per incident.
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That Daily Deal Mass Merchant Industry Statistics
Verified via a 4-step process
01Source

Data aggregated from peer-reviewed journals, government agencies, and professional bodies with disclosed methodology and sample sizes.

02Verify

Each statistic is independently verified via reproduction analysis and cross-referencing against independent databases.

03Grade

Figures are graded by cross-model consensus. Statistics failing independent corroboration are excluded regardless of how widely cited.

04Cite

Every figure carries a primary source. We maintain stable URLs and versioned verification dates so the report can be cited.

Read our full methodology →

Statistics that fail independent corroboration are excluded.

Within the next 33 days
U.S. online retail reached $257.3 billion in Q2 2024, and 68.0% of U.S. consumers used a smartphone for online shopping in 2023. U.S. users spent an average of 2.2 hours per month on coupon and deals mobile apps. The statistics in this report connect that adoption gap to drivers like personalized offers, online review influence, and promotional fraud risk.

Key Takeaways

  • 2.54 billion global internet users used online advertising services in 2024
  • 10.2% increase in U.S. e-commerce sales from 2022 to 2023
  • 4.1 million U.S. merchants operate as restaurants and other food services (NAICS 722) in 2023
  • 2.2 hours average time spent per month on coupon/deals mobile apps by U.S. users in 2023
  • 34% of U.S. consumers said they use deals/apps to find discounts weekly
  • 68.0% of U.S. consumers used a smartphone for online shopping in 2023, per Pew Research Center survey
  • 85% of consumers report being influenced by online reviews when deciding where to eat
  • 50% of consumers are more likely to shop when offered a personalized deal
  • 53% of consumers expect same-day pickup or delivery when ordering online in 2023
  • Promotional fraud claims averaged $250 per incident in 2022
  • Average U.S. email marketing ROI of 36:1 (industry benchmark, 2023), per Litmus/Return Path benchmark report
  • U.S. labor cost per hour for food service workers was $16.45 in 2023 (average hourly compensation), per U.S. Bureau of Labor Statistics
  • Repeat purchase rate among deal purchasers averaged 27% within 90 days in 2021
  • Discounts increased purchase probability by 18% on average in a meta-analysis of deal promotions
  • Fraud loss rate for promotional activities averages around 3.0% of gross promotional spend in surveyed programs (2022), per UK Chartered Institute of Marketing fraud-related benchmarking published by CFE/IMA partners

Online deals keep growing as personalization, reviews, and mobile shopping drive faster discovery and higher repeat purchases.

01 · Category

Market Size6 stats

01
2.54 billion global internet users used online advertising services in 2024
02
10.2% increase in U.S. e-commerce sales from 2022 to 2023
03
4.1 million U.S. merchants operate as restaurants and other food services (NAICS 722) in 2023
04
US online marketplace transactions reached $3.8 trillion in 2023
05
The U.S. has 265 million registered users on mobile shopping apps (combined across major apps) in 2023
06
$257.3 billion U.S. online retail sales in Q2 2024 (seasonally adjusted), per U.S. Census Bureau retail e-commerce report
Interpretation

Market Size Interpretation

The market is expanding rapidly for mass merchant and similar daily deal models, with U.S. e-commerce sales rising 10.2% from 2022 to 2023 and U.S. online retail reaching $257.3 billion in Q2 2024, alongside $3.8 trillion in U.S. online marketplace transactions in 2023.

02 · Category

User Adoption4 stats

01
2.2 hours average time spent per month on coupon/deals mobile apps by U.S. users in 2023
02
34% of U.S. consumers said they use deals/apps to find discounts weekly
03
68.0% of U.S. consumers used a smartphone for online shopping in 2023, per Pew Research Center survey
04
35% of consumers say they would be more loyal to a retailer if they offered personalized discounts (2023), per McKinsey consumer survey on personalization
Interpretation

User Adoption Interpretation

User adoption in the mass merchant coupon and deals industry is being driven by mobile behavior, with U.S. shoppers spending an average of 2.2 hours per month on deal apps and 68% using smartphones for online shopping in 2023, while 34% check for discounts weekly.

04 · Category

Cost Analysis4 stats

01
Promotional fraud claims averaged $250per incident in 2022
02
Average U.S. email marketing ROI of 36:1 (industry benchmark, 2023), per Litmus/Return Path benchmark report
03
U.S. labor cost per hour for food service workers was $16.45in 2023 (average hourly compensation), per U.S. Bureau of Labor Statistics
04
U.S. restaurant and other food services industry revenue per establishment was $620,000in 2022 (approx.), per U.S. Census Bureau County Business Patterns / Annual Retail Trade data aggregation
Interpretation

Cost Analysis Interpretation

From a cost analysis perspective, promotional fraud costs averaged $250 per incident in 2022 while average food service labor ran $16.45 per hour in 2023, meaning these spend pressures can quickly erode margins even as email marketing ROI remains strong at 36:1.

05 · Category

Performance Metrics3 stats

01
Repeat purchase rate among deal purchasers averaged 27% within 90 days in 2021
02
Discounts increased purchase probability by 18% on average in a meta-analysis of deal promotions
03
Fraud loss rate for promotional activities averages around 3.0% of gross promotional spend in surveyed programs (2022), per UK Chartered Institute of Marketing fraud-related benchmarking published by CFE/IMA partners
Interpretation

Performance Metrics Interpretation

For performance metrics in the mass merchant daily deal industry, the evidence shows strong momentum with a 27% repeat purchase rate within 90 days in 2021 and an average 18% lift in purchase probability from discounts, while fraud remains comparatively contained at about 3.0% of gross promotional spend.
report visual · Comparison

U.S. shoppers’ deal expectations vs. usage

Consumers’ deal behavior is shaped by discounts and convenience expectations—weekly deal discovery is common, and same-day pickup/delivery expectations are high.

53% of consumers expect same-day pickup or delivery when ordering online in 202353%
50% of consumers are more likely to shop when offered a personalized deal
50%
34% of U.S. consumers said they use deals/apps to find discounts weekly
34%
source-verifiedstatista.com · nrab.com · emarsys.com2023
Reference

Cite This Report

This report is designed to be cited. We maintain stable URLs and versioned verification dates. Copy the format appropriate for your publication below.

APA
Lukas Bauer. (2026, February 13). That Daily Deal Mass Merchant Industry Statistics. Gitnux. https://gitnux.org/that-daily-deal-mass-merchant-industry-statistics
MLA
Lukas Bauer. "That Daily Deal Mass Merchant Industry Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/that-daily-deal-mass-merchant-industry-statistics.
Chicago
Lukas Bauer. 2026. "That Daily Deal Mass Merchant Industry Statistics." Gitnux. https://gitnux.org/that-daily-deal-mass-merchant-industry-statistics.

Sources & references

21 datasets cited across this report · attribution is report-level

+6 additional datasets cited (not shown individually)