Key Takeaways
- 90% of customer support leaders say delivering customer service faster than competitors is important to their company’s growth strategy (CX/Customer service priorities survey figure).
- 37% of organizations reported using AI for customer service in 2023 (share of firms using AI for customer service activities).
- 33% of adults used digital government services for at least one purpose in 2023 in the EU (percentage using eGovernment).
- US household expenditure on repair and maintenance services was $339.8 billion in 2023 (consumer spending on repair and maintenance).
- $1.4 billion global spend in 2023 on help desk and customer service software solutions (market spend).
- $7.2 billion global market size in 2023 for customer experience (CX) software (market size estimate).
- 67% of UK consumers reported they used online self-service before contacting a call center in 2023 (share using self-service).
- 72% of organizations use ticketing systems to manage customer support requests (ticketing adoption share).
- 5.2 million US adults used online learning platforms for job training in 2021 (number of users).
- 25% average reduction in operating costs after implementing omnichannel customer service automation (cost reduction).
- 10% of total IT spend is allocated to customer service and support technologies (IT budget allocation).
- 6.5% of companies said compliance and security costs increased in 2023 (share experiencing cost increase).
- 63% of consumers are willing to pay more for a better customer experience (willingness-to-pay share).
- 20% of employees spend time searching for information rather than doing work (time-waste for information search).
- 15% of companies said their self-service deflection rate exceeded 30% in 2023 (share by deflection threshold).
Automating and improving customer support is key, with strong cost and service gains alongside rising AI and omnichannel adoption.
Related reading
01 · Category
Industry Trends8 stats
Industry Trends Interpretation
02 · Category
Market Size7 stats
Market Size Interpretation
03 · Category
User Adoption4 stats
User Adoption Interpretation
More related reading
04 · Category
Cost Analysis7 stats
Cost Analysis Interpretation
05 · Category
Performance Metrics4 stats
Performance Metrics Interpretation
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.
Julian Richter. (2026, February 13). Help With Statistics. Gitnux. https://gitnux.org/help-with-statistics
Julian Richter. "Help With Statistics." Gitnux, 13 Feb 2026, https://gitnux.org/help-with-statistics.
Julian Richter. 2026. "Help With Statistics." Gitnux. https://gitnux.org/help-with-statistics.
Sources & references
30 datasets cited across this report · attribution is report-level
+11 additional datasets cited (not shown individually)

