The statistics library

391 sourced numbers on customer support

The figures cited across reports, landscape guides, benchmarks, and dispatches — each traceable to its linked source and context. Repeated figures stay separate when their publication context differs. Copy a citation or share a number straight to LinkedIn.

391 numbers

112 (down from 130)

Average number of SaaS apps per company in 2023 vs a 2022 peak of 130 — the first decline in over a decade

BetterCloud State of SaaSOps 2024 (via PR Newswire) Insight: The helpdesk migration survival guide

$0.99 per resolution

Intercom's Fin AI Agent, priced per successful resolution rather than per seat, on top of seat costs

Intercom official pricing page 2026 Insight: The helpdesk migration survival guide

$55/agent/mo

Zendesk Suite Team per agent, billed annually — the entry tier

Zendesk official pricing page 2026 Insight: The helpdesk migration survival guide

$0.99

Intercom's price per Fin 'resolution' — and it counts a customer going silent as a resolution

Intercom, Fin AI Agent outcomes Insight: The AI Support Vendor Scorecard

85%

Fin's marketed resolution rate — across its top 10 industries only; its all-customer average is 56–76%

Fin by Intercom, published benchmarks Insight: The AI Support Vendor Scorecard

≈98M

consumers who used a bank chatbot in 2022; U.S. regulators warned of 'doom loops' with no path to a human

U.S. Consumer Financial Protection Bureau, Chatbots in Consumer Finance, 2023 Insight: The AI Support Vendor Scorecard

64%

of customers would prefer companies didn't use AI for customer service — the human offramp is non-negotiable

Gartner, 2024 Insight: The AI Support Vendor Scorecard

43%

Self-service attempts where the customer couldn't find content relevant to their issue

Gartner Customer Service & Support survey 2024 (reported by CX Dive) Insight: Your knowledge base is where answers go to die

14%

Share of customer service issues fully resolved in self-service, across a survey of 5,700+ customers

Gartner Customer Service & Support survey 2024 (reported by CX Dive) Insight: Your knowledge base is where answers go to die

52%

How much faster ServiceNow resolved cases with a KB article attached after adopting KCS

Consortium for Service Innovation, ServiceNow KCS Case Study Insight: Your knowledge base is where answers go to die

38%

Gen Z and millennial customers likely to give up on an issue if self-service can't resolve it

Gartner (reported by CRM Magazine / destinationCRM) 2023 Insight: Your knowledge base is where answers go to die

nearly 9 in 10

Self-service journeys that ultimately require multiple channels to reach a resolution

Gartner (reported by CX Dive), self-service/live-chat channel outlook 2025 Insight: Your knowledge base is where answers go to die

38%

Average annual call-center agent turnover in 2022, which SQM ties directly to falling first-contact resolution and CSAT

SQM Group press release, Call Center Attrition Rate: It Is Now the Most Important KPI, 2023 Insight: The real cost of a ticket

83.3%

Average maximum occupancy target contact-center professionals set in the Erlang staffing calculator, across 160,000+ calculations

Call Centre Helper, How to Calculate Occupancy in the Contact Centre, 2024 Insight: The real cost of a ticket

36 hours vs 32 minutes

Median service-ticket resolution time for companies with no AI versus those with extensive AI adoption

Freshworks Customer Service Benchmark Report 2025 (32,000+ companies, 1.2B tickets) Insight: The real cost of a ticket

35%

Ticket-volume reduction reported by early AI movers in customer support

Freshworks Customer Service Benchmark Report 2025 Insight: The real cost of a ticket

81%

Support teams that agree AI is changing the economics of customer service

Intercom Customer Service Transformation Report 2025 Insight: The real cost of a ticket

>90%

Occupancy level above which agent burnout becomes the most obvious consequence, per Erlang staffing guidance

Call Centre Helper, How to Calculate Occupancy in the Contact Centre, 2024 Insight: The real cost of a ticket

50%

Contact-center leaders who said agents left their positions to search for better opportunities

ICMI, State of the Contact Center 2024 Insight: The real cost of a ticket

+14%

average productivity gain from a gen-AI assistant — concentrated among the least-experienced agents, who gained +34%

Brynjolfsson, Li & Raymond (NBER, 2023; QJE, 2025) Insight: The org chart after AI: which support roles actually change

39%

of an agent's time is actually spent serving customers today; 77% report heavier, more complex workloads year over year

Salesforce State of Service, 2024 Insight: The org chart after AI: which support roles actually change

80%+

of customer-care leaders are investing in or planning generative AI, and two-thirds now call reskilling a critical priority

McKinsey, 'Where is customer care in 2024?' Insight: The org chart after AI: which support roles actually change

73%

of agents believe an AI copilot would help them perform better

Zendesk CX Trends 2025 Insight: The org chart after AI: which support roles actually change

$19.34/hr

Average hourly pay for a US customer support rep — the floor the whole ladder climbs off

Payscale, Customer Support Representative Hourly Rate, 2026 Insight: The support career ladder, mapped

$69,606

Average base salary for a US Quality Assurance Analyst — the QA path off the queue

Payscale, Quality Assurance Analyst Salary, 2026 Insight: The support career ladder, mapped

$74,907

Average base salary for a US Customer Support Manager — the default 'promotion' rung

Payscale, Customer Support Manager Salary, 2026 Insight: The support career ladder, mapped

31%

Share of contact-center agents likely to leave their role within six months

Verint, The State of Agent Experience 2026 (via No Jitter) Insight: The support career ladder, mapped

9 in 10

CX leaders who say human-handled contacts are getting more complex as AI absorbs routine volume

Cresta contact-center leader survey (via CX Current), 2026 Insight: The support career ladder, mapped

Average scorecard categories a team evaluates per conversation (median 8)

Klaus / Intercom / Aircall — Customer Service Quality Benchmark Report 2023 Insight: The QA rubric that predicts customer outcomes

265,000+

Support tickets analysed where CSAT and QA scores did not correlate — the two measure different things

MaestroQA — CSAT Scores vs. Quality Assurance Metrics, 2024 Insight: The QA rubric that predicts customer outcomes

88.3%

Teams that score 'solution/resolution', the most common category — versus just 49.4% that score empathy

Klaus / Intercom / Aircall — Customer Service Quality Benchmark Report 2023 Insight: The QA rubric that predicts customer outcomes

CSAT improvement associated with each 1% gain in first-call resolution

SQM Group — Call Center Industry Standards, 2024 Insight: The QA rubric that predicts customer outcomes

47.3%

Teams using a blunt 2-point pass/fail QA scale — the single most common scale

Klaus / Intercom / Aircall — Customer Service Quality Benchmark Report 2023 Insight: The QA rubric that predicts customer outcomes

15-25

Typical CSAT responses per agent per month — too small a sample to manage individuals on

COPC Inc. — Why Coaching to CSAT Scores Fails, 2024 Insight: The QA rubric that predicts customer outcomes

66%

of service organisations now use AI agents — up from 39% a year earlier

Salesforce State of Service: AI Agents Edition, 2026 Insight: The Support-AI Maturity Model

+14%

more issues resolved per hour with a gen-AI assistant — rising to +34% for the least-experienced agents

Brynjolfsson, Li & Raymond, 'Generative AI at Work' (NBER, 2023; QJE, 2025) Insight: The Support-AI Maturity Model

80%

of common service issues Gartner predicts agentic AI will resolve autonomously by 2029

Gartner, 2025 Insight: The Support-AI Maturity Model

85%

of service organisations use at least one form of AI

Salesforce State of Service: AI Agents Edition, 2026 Insight: The Support-AI Maturity Model

~37%

of interactions projected to be fully automated by 2028, up from ~20% today

Metrigy, Customer Experience Optimization 2024–25 Insight: The Support-AI Maturity Model

78%

Industry-average CSAT for phone support (good = 75–84%, world-class = 85%+)

SQM Group, Call Center Industry Standards / KPI Benchmarks Insight: The support metrics cheat sheet nobody gives you on day one

70%

Average first-contact resolution across call-center industries (good = 70–79%, world-class = 80%+)

SQM Group, Call Center Industry Standards / KPI Benchmarks Insight: The support metrics cheat sheet nobody gives you on day one

7 minutes

Benchmark average handle time (AHT) for call centers — a cost metric, not a quality one

SQM Group, Call Center Industry Standards / KPI Benchmarks Insight: The support metrics cheat sheet nobody gives you on day one

82%

Share of service pros saying customers now expect requests resolved immediately, wanting it under 3 hours

HubSpot, 2024 State of Service / Customer Service Report Insight: The support metrics cheat sheet nobody gives you on day one

5.99 / 7

Average Customer Effort Score (CES) across a large cross-industry survey base

Nicereply, Benchmarking CSAT, NPS, and CES Insight: The support metrics cheat sheet nobody gives you on day one

76.9 / 100

US national cross-industry CSAT — essentially flat and no higher than in 2017

American Customer Satisfaction Index (ACSI), National Q4 2025 Press Release Insight: The support metrics cheat sheet nobody gives you on day one

34.4 seconds

Benchmark average speed of answer for call centers, against the 80/20 service-level rule

SQM Group, Call Center Industry Standards / KPI Benchmarks Insight: The support metrics cheat sheet nobody gives you on day one

14%

Share of service issues customers fully resolve in self-service, with no human (only 36% even for 'very simple' issues)

Gartner survey, Aug 2024 (reported by destinationCRM) Insight: The support metrics cheat sheet nobody gives you on day one

$0.99

Intercom's price per Fin 'resolution' — where a customer going quiet can count as resolved

Intercom, Fin AI Agent outcomes Insight: What "AI resolved 70% of tickets" actually means

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