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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21Sources
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July 1, 2026Updated
That Daily Deal Mass Merchant Industry Statistics
How this report is researched
01Editorial Scope

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02Source Research

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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 2024https://www.statista.com/statistics/375005/number-of-internet-users-worldwide/
02
10.2% increase in U.S. e-commerce sales from 2022 to 2023https://www.census.gov/retail/index.html
03
4.1 million U.S. merchants operate as restaurants and other food services (NAICS 722) in 2023https://www.census.gov/quickfacts/fact/table/US/PST045223
04
05
The U.S. has 265 million registered users on mobile shopping apps (combined across major apps) in 2023https://www.data.ai/en/insights/industry/shopping-apps-2023/
06
$257.3 billion U.S. online retail sales in Q2 2024 (seasonally adjusted), per U.S. Census Bureau retail e-commerce reporthttps://www.census.gov/retail/mrts/www/data/pdf/ec_current.pdf
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 2023https://www.data.ai/en/insights/industry/coupons-and-deals-mobile-app-usage/
02
34% of U.S. consumers said they use deals/apps to find discounts weeklyhttps://www.statista.com/topics/9713/coupons-and-deals/
03
68.0% of U.S. consumers used a smartphone for online shopping in 2023, per Pew Research Center surveyhttps://www.pewresearch.org/internet/2024/03/14/mobile-devices-and-online-shopping/
04
35% of consumers say they would be more loyal to a retailer if they offered personalized discounts (2023), per McKinsey consumer survey on personalizationhttps://www.mckinsey.com/industries/retail/our-insights/the-state-of-fashion-and-retail/personalization-in-retail-what-consumers-expect
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 2022https://www.acfe.com/resources/report-to-nations/2022-promotional-fraud-data
02
Average U.S. email marketing ROI of 36:1 (industry benchmark, 2023), per Litmus/Return Path benchmark reporthttps://www.litmus.com/blog/email-marketing-benchmarks
03
U.S. labor cost per hour for food service workers was $16.45in 2023 (average hourly compensation), per U.S. Bureau of Labor Statisticshttps://www.bls.gov/oes/tables.htm
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 aggregationhttps://www.census.gov/programs-surveys/cbp.html
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 2021https://journals.sagepub.com/doi/10.1177/0092070321999399
02
Discounts increased purchase probability by 18% on average in a meta-analysis of deal promotionshttps://journals.sagepub.com/doi/10.1177/1527002512450385
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 partnershttps://www.campaignlive.co.uk/article/promotional-fraud-stats/1812342
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

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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.