The numbers behind the choice
AI Customer Service Statistics 2026
This page gathers the figures a buyer needs before paying for an AI agent, chatbot or agent-assist tool: how widely companies deploy them, what resolution and productivity gains look like in real deployments, how customers feel about talking to AI, how vendors price it and what it means for support jobs. Most data comes from US and global surveys published in 2025 and 2026, plus US Bureau of Labor Statistics figures for May 2025 and a few foundational studies from 2022 to 2024 that are labeled with their year.
By the KeenVerdict research desk · Updated November 4, 2026 · 45 figures from 22 sources
50 of 50 source quotes re-checked against the original pages on November 4, 2026
The short answer
Service teams estimate AI already handles 30% of cases and expect 50% by 2027, according to Salesforce's 2025 State of Service survey, and Five9 found 92% of organizations had implemented or piloted AI in customer service in 2026. Returns lag: Gartner found only 24% of service leaders could show positive financial returns from AI, and only 7% of customers used a company chatbot in their most recent service interaction.
Key figures
- 30%Service teams estimated that AI handled 30% of customer service cases in 2025, in a Salesforce survey of 6,500 service professionals.Salesforce
- 12%Service and support leaders invested a median 12% of their 2025 budget in AI, the most of 10 business functions in a Gartner survey of 1,303 senior leaders conducted in early 2026.Gartner
- 92%92% of organizations had implemented or piloted AI use cases in customer service, in Five9's 2026 survey of 600 CX and contact center decision-makers in the US, UK and Germany.Five9
- 14%In an NBER field study of 5,179 customer support agents, access to a generative AI assistant raised issues resolved per hour by 14% on average and by 34% for novice and low-skilled agents (working paper revised November 2023).National Bureau of Economic Research
- 87%87% of customers said access to a human agent is essential when companies use generative AI in customer service, Gartner found in 2026.Gartner
- 7%Only 7% of customers used a chatbot or digital assistant in their most recent service interaction, although 49% said they would have been willing to, Gartner found in 2026.Gartner
- 24%Only 24% of service and support leaders demonstrated positive financial returns across their AI use cases, in a Gartner survey of 1,303 senior leaders conducted from January to April 2026.Gartner
- 5 percentUS employment of customer service representatives is projected to decline 5% from 2025 to 2035, according to the BLS, which expects more of their tasks to be automated.U.S. Bureau of Labor Statistics
Our reading of the data
Adoption is running ahead of results. Five9 found 92% of organizations had implemented or piloted AI in customer service in 2026, and service professionals surveyed by Salesforce estimate AI already handles 30% of cases. Gartner found service leaders put a median 12% of their 2025 budget into AI, the most of any function it assessed, yet only 24% could show positive financial returns across their AI use cases.
Some deployments do produce hard numbers. An NBER field study of 5,179 support agents found AI assistance raised issues resolved per hour by 14%, and by 34% for novices. Salesforce reports its own help-site agent resolved 70% of 4.3 million inquiries, and Klarna said its customer service and operations costs grew only 10% in the fourth quarter of 2025 despite strong volume growth, which it tied to AI efficiency. These vendor figures use each company's own definitions and are not independently audited.
Customers remain the bottleneck. Gartner found 87% of customers say access to a human agent is essential, only 7% used a company chatbot in their latest service interaction and only 27% would try one again after a bad experience. Verint found 61% of US consumers prefer a human, but 69% would switch to automated service if it fully resolved their issue, and Five9 found 83% still repeat themselves after an AI-to-human handoff. The practical test for buyers is reliable resolution on a narrow set of issues, with a visible human handoff.
Pricing is moving to outcomes. Intercom lists Fin at $0.99 per resolved outcome, which ties cost to results. Gartner predicts agentic AI will resolve 80% of common issues by 2029, while the BLS projects US customer service representative jobs to decline 5% from 2025 to 2035, still with about 289,500 openings a year. Forrester expects CX staffing to rise 20% in 2027 after overzealous cuts, so plan for AI to change support work rather than remove it.
Adoption and investment
- 1.
Only 5% of customer service leaders had a customer-facing generative AI voicebot deployed in mid-2024, while 44% were exploring one and 11% piloting, per a Gartner survey of 187 leaders.
Gartner, Gartner Survey Reveals 85% of Customer Service Leaders Will Explore or Pilot Customer-Facing Conversational GenAI in 2025 (Dec 2024)
Source quote
A Gartner survey of 187 customer service and support leaders conducted in July through August 2024 found 44% of leaders report exploring a customer-facing GenAI voicebot, in addition to 11% who are already piloting this technology, and 5% who have this solution deployed.
- 2.
Service teams estimated that AI handled 30% of customer service cases in 2025, in a Salesforce survey of 6,500 service professionals.
Salesforce, AI Expected to Resolve Half of Service Cases by 2027, Data Shows (State of Service, 7th edition) (Nov 2025)
Source quote
This shift is already underway: Service teams estimate 30% of cases are currently handled by AI.
- 3.
The same service professionals projected AI would handle 50% of cases by 2027.
Salesforce, AI Expected to Resolve Half of Service Cases by 2027, Data Shows (State of Service, 7th edition) (Nov 2025)
Source quote
By 2027, as AI agents — or digital labor — gain momentum, they project that figure will reach 50%.
- 4.
Service and support leaders invested a median 12% of their 2025 budget in AI, the most of 10 business functions in a Gartner survey of 1,303 senior leaders conducted in early 2026.
Gartner, Gartner Survey Finds Customers Are 3x More Likely to Use Third-Party GenAI Than Company-Provided Chatbots for Customer Service (Jul 2026)
Source quote
According to a separate Gartner survey of 1,303 senior leaders across various industries, conducted in January through April 2026, service and support leaders invested a median of 12% of their 2025 budget in AI, the highest amount among the 10 business functions assessed.
- 5.
51% of service leaders said security concerns had delayed or limited their AI initiatives, in Salesforce's 2025 State of Service survey.
Salesforce, AI Expected to Resolve Half of Service Cases by 2027, Data Shows (State of Service, 7th edition) (Nov 2025)
Source quote
Security remains the top concern, with 51% of service leaders saying security concerns have delayed or limited their AI initiatives.
- 6.
In 2022, over 98 million people, about 37% of the US population, engaged with a bank's chatbot, according to the CFPB's 2023 report, the latest official US estimate.
Consumer Financial Protection Bureau, Chatbots in consumer finance (Jun 2023)
Source quote
In 2022, over 98 million users (approximately 37% of the U.S. population) engaged with a bank's chatbot.
- 7.
92% of organizations had implemented or piloted AI use cases in customer service, in Five9's 2026 survey of 600 CX and contact center decision-makers in the US, UK and Germany.
Five9, New Five9 Research: AI Adoption in CX Hits 92%, But Consumer Trust Still Depends on Human Support (Jun 2026)
Source quote
The global study found that 92% of organizations have already implemented or piloted AI use cases in customer service.
Chart
Share of service cases handled by AI, now and expected by 2027
Global survey of 6,500 service professionals, published November 2025.
- 2025 (estimate)30%
- 2027 (projection)50%
Source: Salesforce, AI Expected to Resolve Half of Service Cases by 2027, Data Shows (State of Service, 7th edition)
Resolution rates and productivity
- 8.
In an NBER field study of 5,179 customer support agents, access to a generative AI assistant raised issues resolved per hour by 14% on average and by 34% for novice and low-skilled agents (working paper revised November 2023).
National Bureau of Economic Research, Generative AI at Work (NBER Working Paper 31161) (Nov 2023)
Source quote
Access to the tool increases productivity, as measured by issues resolved per hour, by 14% on average, including a 34% improvement for novice and low-skilled workers but with minimal impact on experienced and highly skilled workers.
- 9.
Klarna reported that its AI assistant had 2.3 million conversations, two-thirds of its customer service chats, in its first month in early 2024.
Klarna, Klarna AI assistant handles two-thirds of customer service chats in its first month (Feb 2024)
Source quote
The AI assistant has had 2.3 million conversations, two-thirds of Klarna's customer service chats
- 10.
Klarna said customers resolved errands in less than 2 minutes with its AI assistant in early 2024, compared with 11 minutes previously.
Klarna, Klarna AI assistant handles two-thirds of customer service chats in its first month (Feb 2024)
Source quote
Customers now resolve their errands in less than 2 mins compared to 11 mins previously
- 11.
Salesforce reported in June 2026 that its Agentforce agent on help.salesforce.com had handled 4.3 million inquiries and resolved 70% of them, by its own measure.
Salesforce, Salesforce Launches Agentforce Help Agent That Deploys in Minutes and Only Charges for Resolutions (Jun 2026)
Source quote
on help.salesforce.com , Agentforce has handled 4.3 million inquiries and resolved 70 percent of them
- 12.
Ten months after launch, Salesforce's help-site agent handled 45,000 conversations a week with resolution rates in the 85% range, the company reported in July 2025.
Salesforce, When AI Agents Join the Customer Support Team: Lessons From a Successful In-House Test Case (Jul 2025)
Source quote
Ten months after its debut, Agentforce is handling 45,000 conversations per week — more than 1 million in all by early July — with resolution rates in the 85% range.
- 13.
Service reps using AI spent 20% less time on routine cases, freeing an estimated four hours a week, according to Salesforce's 2025 State of Service survey.
Salesforce, AI Expected to Resolve Half of Service Cases by 2027, Data Shows (State of Service, 7th edition) (Nov 2025)
Source quote
Reps using AI spend 20% less time on routine cases — freeing up an estimated four hours per week for more complex work.
- 14.
Klarna's adjusted customer service and operations expenses grew only 10% year over year in the fourth quarter of 2025 (2% like for like) despite strong volume growth, which the company tied to AI-driven efficiency gains.
Klarna, Klarna fourth quarter 2025 earnings release (Form 6-K exhibit) (Feb 2026)
Source quote
At the same time, AI-driven efficiency gains enabled tight cost control across the rest of the organization. General and administrative expenses declined 1% year-over-year ((6)% like-for-like), while customer service and operations grew only 10% (2% like-for-like) despite strong volume growth.
Chart
Minutes to resolve a customer errand at Klarna, before and after its AI assistant
Company-reported figures from the first month of the assistant, February 2024. The AI figure is an upper bound (less than 2 minutes).
- Before AI assistant11
- With AI assistant2
Source: Klarna, Klarna AI assistant handles two-thirds of customer service chats in its first month
How customers feel about AI service
- 15.
50% of B2B and B2C customers said their interactions are easier when companies use generative AI, in a Gartner survey published in August 2026.
Gartner, Gartner Survey Finds 87% of Customers Say Companies Using GenAI for Customer Service Must Provide Access to a Human Agent (Aug 2026)
Source quote
Customers have mixed feelings using GenAI for customer support, as 50% of customers say their interactions are easier when companies use GenAI
- 16.
87% of customers said access to a human agent is essential when companies use generative AI in customer service, Gartner found in 2026.
Gartner, Gartner Finds Only 27% of Customers Would Try a Chatbot Again After a Negative Experience (Sep 2026)
Source quote
Gartner found that 87% of customers say access to a human agent is essential when companies use GenAI in customer service.
- 17.
Only 7% of customers used a chatbot or digital assistant in their most recent service interaction, although 49% said they would have been willing to, Gartner found in 2026.
Gartner, Gartner Finds Only 27% of Customers Would Try a Chatbot Again After a Negative Experience (Sep 2026)
Source quote
While 49% of customers said they would have been willing to use a chatbot if the company had provided one, only 7% used a chatbot or digital assistant during their most recent service interaction.
- 18.
Only 27% of customers would try a chatbot again after a negative experience, Gartner found in 2026.
Gartner, Gartner Finds Only 27% of Customers Would Try a Chatbot Again After a Negative Experience (Sep 2026)
Source quote
Only 27% said they would be willing to try a chatbot again after a negative experience.
- 19.
After watching an AI agent resolve a real query, 74% of end users surveyed by Intercom in 2026 felt positively about it.
Intercom, Announcing the 2026 AI Sentiment Report: How end users feel about AI Agents (2026)
Source quote
Once they saw the AI Agent in action resolving a query, the number of people who felt positively about it jumped to 74%.
- 20.
53% of consumers worried that AI-enabled support poses privacy risks, in Qualtrics XM Institute's 2026 consumer trends research.
Qualtrics XM Institute, 2026 customer experience trends revealed (Oct 2025)
Source quote
53% of consumers worry AI-enabled support poses privacy risks, and half miss the human touch it replaces.
- 21.
80% of consumers in the US, UK and Germany were willing to use AI-powered customer service, but two-thirds still preferred speaking with a human, per Five9's 2026 survey of 3,000 consumers.
Five9, New Five9 Research: AI Adoption in CX Hits 92%, But Consumer Trust Still Depends on Human Support (Jun 2026)
Source quote
While 80% of consumers are willing to use AI-powered customer service, two-thirds still prefer speaking with a human.
- 22.
61% of US consumers preferred speaking to a human agent, but 69% said they would switch to automated service if it could fully resolve their issue, in Verint's 2026 survey of 5,000 consumers.
Verint, New Verint Survey Reveals Rising Customer Service Expectations: 79% Would Switch After One Bad Experience (May 2026)
Source quote
While 61% currently prefer speaking to a human agent, 69% say they would switch to automated service if it could fully resolve their issue.
- 23.
79% of US consumers said they would switch to a competitor after a single negative customer experience, per Verint's 2026 survey.
Verint, New Verint Survey Reveals Rising Customer Service Expectations: 79% Would Switch After One Bad Experience (May 2026)
Source quote
79% of respondents would switch to a competitor after a single negative customer experience.
- 24.
78% of US consumers prioritized the fastest resolution over using their preferred channel, according to Verint's 2026 survey.
Verint, New Verint Survey Reveals Rising Customer Service Expectations: 79% Would Switch After One Bad Experience (May 2026)
Source quote
Speed wins above everything else: 78% of customers prioritize the fastest resolution over using their preferred channel, making speed the single biggest driver of great CX.
- 25.
85% of CX leaders said customers will drop brands that cannot resolve issues on first contact, in Zendesk's CX Trends 2026 research based on June 2025 surveys in 22 countries.
Zendesk, Contextual intelligence becomes the new standard for exceptional customer experience in 2026 (CX Trends 2026) (2025)
Source quote
85% of CX leaders say customers will drop brands that cannot resolve issues on first contact, and 86% of consumers say responsiveness and accurate resolution highly influence their purchase decisions.
Chart
Willing to use a company chatbot vs. actually used one, 2026
Survey of 3,566 B2B and B2C customers, February and March 2026.
- Would have been willing49%
- Used one in latest interaction7%
Source: Gartner, Gartner Finds Only 27% of Customers Would Try a Chatbot Again After a Negative Experience
Pricing, cost and ROI
- 26.
Intercom listed its Fin AI agent at $0.99 per outcome with a minimum of 50 outcomes per month on its pricing page as checked in November 2026.
Intercom, Fin AI Agent pricing (2026)
Source quote
$ 0.99 per outcome 50 outcomes per month minimum
- 27.
Only 24% of service and support leaders demonstrated positive financial returns across their AI use cases, in a Gartner survey of 1,303 senior leaders conducted from January to April 2026.
Gartner, Gartner Survey Finds Customers Are 3x More Likely to Use Third-Party GenAI Than Company-Provided Chatbots for Customer Service (Jul 2026)
Source quote
However, only 24% of service and support leaders demonstrated positive financial returns across their AI use cases.
- 28.
Gartner predicts that by 2029 agentic AI will autonomously resolve 80% of common customer service issues without human intervention, leading to a 30% reduction in operational costs.
Gartner, Gartner Predicts Agentic AI Will Autonomously Resolve 80% of Common Customer Service Issues Without Human Intervention by 2029 (Mar 2025)
Source quote
By 2029, agentic AI will autonomously resolve 80% of common customer service issues without human intervention, leading to a 30% reduction in operational costs, according to Gartner, Inc.
- 29.
Service professionals in Salesforce's 2025 survey projected that agentic AI will boost upsell revenue by 15%.
Salesforce, AI Expected to Resolve Half of Service Cases by 2027, Data Shows (State of Service, 7th edition) (Nov 2025)
Source quote
Service professionals project that agentic AI will boost upsell revenue by 15%.
What AI means for support jobs
- 30.
US employment of customer service representatives is projected to decline 5% from 2025 to 2035, according to the BLS, which expects more of their tasks to be automated.
U.S. Bureau of Labor Statistics, Customer Service Representatives: Occupational Outlook Handbook (2026)
Source quote
Employment of customer service representatives is projected to decline 5 percent from 2025 to 2035.
- 31.
Customer service representatives held about 2.7 million jobs in the US in 2025, according to the BLS.
U.S. Bureau of Labor Statistics, Customer Service Representatives: Occupational Outlook Handbook (2026)
Source quote
Customer service representatives held about 2.7 million jobs in 2025.
- 32.
The median hourly wage for US customer service representatives was $21.53 in May 2025, per the BLS.
U.S. Bureau of Labor Statistics, Customer Service Representatives: Occupational Outlook Handbook (2026)
Source quote
The median hourly wage for customer service representatives was $21.53 in May 2025.
- 33.
Despite declining employment, the BLS projects about 289,500 openings a year for US customer service representatives over the 2025 to 2035 decade, all from replacing workers who leave.
U.S. Bureau of Labor Statistics, Customer Service Representatives: Occupational Outlook Handbook (2026)
Source quote
Despite declining employment, about 289,500 openings for customer service representatives are projected each year, on average, over the decade.
- 34.
71% of service reps with AI said it is creating growth opportunities for them, in Salesforce's 2025 survey.
Salesforce, AI Expected to Resolve Half of Service Cases by 2027, Data Shows (State of Service, 7th edition) (Nov 2025)
Source quote
In fact, 71% of service reps with AI say it's creating growth opportunities.
- 35.
86% of service reps said they had developed new skills and 81% said their role had become more specialized as a result of working with AI tools, per Salesforce's 2025 survey.
Salesforce, AI Expected to Resolve Half of Service Cases by 2027, Data Shows (State of Service, 7th edition) (Nov 2025)
Source quote
Specifically, 86% of service reps have developed new skills, and 81% say their role has gotten more specialized as a result of working with AI tools.
- 36.
Forrester predicts that CX staffing will rise by 20% in 2027 after overzealous cuts, focusing on AI-supporting roles.
Forrester, Forrester's 2027 B2C Marketing, CX, And Digital Predictions: Rising AI Costs Will Force B2C Leaders To Scale Back A Third Of AI Initiatives (Oct 2026)
Source quote
CX staffing will rise by 20% after overzealous cuts, focusing on AI-supporting roles.
Trust, transparency and channel shifts
- 37.
Among customers who use generative AI, 58% said they had used it to complete a task on their behalf, Gartner found in 2026.
Gartner, Gartner Survey Finds Customers Are 3x More Likely to Use Third-Party GenAI Than Company-Provided Chatbots for Customer Service (Jul 2026)
Source quote
Among customers who use GenAI, 58% said they have used it to complete a task on their behalf.
- 38.
Among B2B customers who use generative AI, 74% had used it to complete a task on their behalf, per the same 2026 Gartner survey.
Gartner, Gartner Survey Finds Customers Are 3x More Likely to Use Third-Party GenAI Than Company-Provided Chatbots for Customer Service (Jul 2026)
Source quote
In B2B environments, this rises to 74%.
- 39.
95% of consumers expected an explanation for AI-made decisions and 79% said plain-language reasoning is important, while 80% of CX leaders agreed AI transparency will be required within two years, per Zendesk's CX Trends 2026 research.
Zendesk, Contextual intelligence becomes the new standard for exceptional customer experience in 2026 (CX Trends 2026) (2025)
Source quote
79% of consumers say plain-language reasoning is important, 95% expect an explanation for AI-made decisions, and 80% of CX leaders agree AI transparency will be required for any customer-facing AI within two years.
- 40.
74% of consumers said they now expect 24/7 service because of AI, in Zendesk's CX Trends 2026 research.
Zendesk, Contextual intelligence becomes the new standard for exceptional customer experience in 2026 (CX Trends 2026) (2025)
Source quote
High-maturity firms report that AI materially accelerates first-reply and full-resolution speed, helping brands meet the rising expectations of modern customers, while 74% of consumers now expect 24/7 service due to AI.
- 41.
81% of consumers wanted agents to continue a conversation without backtracking, and 74% were frustrated when they had to repeat information, per Zendesk's CX Trends 2026 research.
Zendesk, Contextual intelligence becomes the new standard for exceptional customer experience in 2026 (CX Trends 2026) (2025)
Source quote
Consumers now expect service that picks up where they left off: 81% want agents to continue the conversation without backtracking, and 74% are frustrated when they have to repeat information.
- 42.
83% of consumers said they still have to repeat themselves at least sometimes after being transferred from AI to a human, in Five9's 2026 survey.
Five9, New Five9 Research: AI Adoption in CX Hits 92%, But Consumer Trust Still Depends on Human Support (Jun 2026)
Source quote
Nearly all decision-makers say their organization preserves context during AI-to-human handoffs, yet 83% of consumers say they still have to repeat themselves at least sometimes after being transferred —raising questions about whether organizations are accurately measuring handoff success.
- 43.
71% of consumers considered it very or extremely important to know when they are interacting with an AI agent, per Five9's 2026 survey.
Five9, New Five9 Research: AI Adoption in CX Hits 92%, But Consumer Trust Still Depends on Human Support (Jun 2026)
Source quote
The report also found that 71% of consumers consider it very or extremely important to know when they are interacting with an AI agent, highlighting the growing role of transparency in building trust.
- 44.
44% of US adults reported using ChatGPT in February 2026, up from 34% a year earlier, according to Pew Research Center.
Pew Research Center, Americans and AI 2026: Chatbots, Smart Devices and Views on Impact (Jun 2026)
Source quote
A little under half of U.S. adults (44%) now report using the chatbot, up from 34% last year.
- 45.
Only 39% of consumers believe organizations use their personal information responsibly, according to Qualtrics research cited in a 2026 Qualtrics article.
Qualtrics XM Institute, Using AI in customer service (Jun 2026)
Source quote
Qualtrics research shows only 39% of consumers believe organizations use their personal information responsibly.
Chart
Consumers who prefer the phone for customer service, by generation, 2026
Share of consumers naming phone as their preferred service channel, Five9 survey of 3,000 consumers in the US, UK and Germany, published June 2026.
- Gen Z23%
- Gen X33%
- Baby Boomers47%
- Silent Generation66%
Source: Five9, New Five9 Research: AI Adoption in CX Hits 92%, But Consumer Trust Still Depends on Human Support
Questions readers ask
- How many customer service cases does AI handle today?
- Service teams surveyed by Salesforce estimated AI handled 30% of cases in 2025 and expect 50% by 2027. Salesforce's own help-site agent resolved 70% of 4.3 million inquiries, by its own measure. Gartner predicts agentic AI will resolve 80% of common issues by 2029.
- Do AI customer service tools pay off?
- Often not yet. Gartner found only 24% of service leaders could show positive financial returns across their AI use cases, even though they put a median 12% of their 2025 budget into AI. The best independent evidence, an NBER study, found a 14% productivity gain for support agents.
- What resolution rate should I expect from an AI agent?
- Vendor-reported rates range from 70% on Salesforce's help site in 2026 to around 85% in an earlier period of the same deployment. Ask any vendor how they define a resolution before you compare these numbers.
- Do customers want to talk to AI?
- Reluctantly. Gartner found 87% of customers say access to a human is essential and only 27% would try a chatbot again after a bad experience. Verint found 61% of US consumers prefer a human agent, but 69% would switch to automated service if it fully resolved their issue.
- How is AI customer service priced?
- Increasingly per resolution. Intercom lists Fin at $0.99 per outcome with a 50-outcome monthly minimum, as checked in November 2026, and Salesforce launched a help agent in 2026 that only charges for resolutions.
- Will AI replace customer service jobs?
- Gradually and partly. The BLS projects US customer service representative employment to decline 5% from 2025 to 2035, but still expects about 289,500 openings a year. Forrester predicts CX staffing will rise 20% in 2027 after overzealous cuts.
How these figures were chosen
We picked figures that help a buyer judge AI customer service software: adoption, measured results, customer acceptance, pricing and workforce effects. Each figure comes from the organization that ran the survey or study, from a company reporting its own deployment or results, or from official statistics, and every quote was checked against the source page. Vendor-reported results from Klarna, Salesforce and Intercom use each company's own definition of resolution and are not independently audited. Five9, Verint, Zendesk, Intercom and Salesforce sell customer service software; we label their surveys and pair them with Gartner, Qualtrics XM Institute, Pew Research Center, the BLS and academic research. Gartner, Salesforce and Zendesk surveys cover global samples; Verint, Pew, the BLS and the CFPB cover the United States. The CFPB's 2022 figure, the NBER study and Klarna's 2024 launch figures are older and labeled with their year. Every quote was copied from the publisher's page and re-checked by our source checker. Read the methodology.
Sources
- Consumer Financial Protection Bureau. Chatbots in consumer finance (Jun 2023).
- Five9. New Five9 Research: AI Adoption in CX Hits 92%, But Consumer Trust Still Depends on Human Support (Jun 2026).
- Forrester. Forrester's 2027 B2C Marketing, CX, And Digital Predictions: Rising AI Costs Will Force B2C Leaders To Scale Back A Third Of AI Initiatives (Oct 2026).
- Gartner. Gartner Survey Reveals 85% of Customer Service Leaders Will Explore or Pilot Customer-Facing Conversational GenAI in 2025 (Dec 2024).
- Gartner. Gartner Survey Finds Customers Are 3x More Likely to Use Third-Party GenAI Than Company-Provided Chatbots for Customer Service (Jul 2026).
- Gartner. Gartner Survey Finds 87% of Customers Say Companies Using GenAI for Customer Service Must Provide Access to a Human Agent (Aug 2026).
- Gartner. Gartner Finds Only 27% of Customers Would Try a Chatbot Again After a Negative Experience (Sep 2026).
- Gartner. Gartner Predicts Agentic AI Will Autonomously Resolve 80% of Common Customer Service Issues Without Human Intervention by 2029 (Mar 2025).
- Intercom. Announcing the 2026 AI Sentiment Report: How end users feel about AI Agents (2026).
- Intercom. Fin AI Agent pricing (2026).
- Klarna. Klarna AI assistant handles two-thirds of customer service chats in its first month (Feb 2024).
- Klarna. Klarna fourth quarter 2025 earnings release (Form 6-K exhibit) (Feb 2026).
- National Bureau of Economic Research. Generative AI at Work (NBER Working Paper 31161) (Nov 2023).
- Pew Research Center. Americans and AI 2026: Chatbots, Smart Devices and Views on Impact (Jun 2026).
- Qualtrics XM Institute. 2026 customer experience trends revealed (Oct 2025).
- Qualtrics XM Institute. Using AI in customer service (Jun 2026).
- Salesforce. AI Expected to Resolve Half of Service Cases by 2027, Data Shows (State of Service, 7th edition) (Nov 2025).
- Salesforce. Salesforce Launches Agentforce Help Agent That Deploys in Minutes and Only Charges for Resolutions (Jun 2026).
- Salesforce. When AI Agents Join the Customer Support Team: Lessons From a Successful In-House Test Case (Jul 2025).
- U.S. Bureau of Labor Statistics. Customer Service Representatives: Occupational Outlook Handbook (2026).
- Verint. New Verint Survey Reveals Rising Customer Service Expectations: 79% Would Switch After One Bad Experience (May 2026).
- Zendesk. Contextual intelligence becomes the new standard for exceptional customer experience in 2026 (CX Trends 2026) (2025).
How to cite
Link to this page or to a single figure. Name the original publisher where you can.
KeenVerdict. (2026, November 4). AI Customer Service Statistics 2026. https://keenverdict.com/ai-customer-service-statistics
Questions or corrections: editorial@keenverdict.com. Next scheduled review: January 3, 2027.