Customers have a clear picture of where AI belongs in their experience with a company. They’ve also been clear about where it falls short. The gap between those two pictures is where the opportunity sits.
The numbers below come from Alchemer’s 2026 AI & Customer Expectations Report, based on a survey of 2,009 U.S. consumers conducted by Alchemer’s Research Solutions team. Here are seven every customer experience (CX) leader should know, and what each means for where to focus next.
TL;DR — key takeaways
- 89% of consumers say AI has hurt their experience with a company, according to Alchemer’s 2026 AI & Customer Expectations Report.
- 44% say AI made it harder to reach a person, and 43% would pay more to guarantee human support.
- 59% expect faster responses once they know a company uses AI to analyze feedback.
- 30% have repeated information they already gave, and 19% say AI slowed resolution.
- 20% of consumers quietly buy less after a poor feedback experience. Only 8% leave a review.
1. 89% of consumers say AI has hurt their experience
Just 11.1% report no negative effects from company AI, and 27% say AI has delivered no tangible benefit at all. The complaints read like familiar service failures, not objections to AI itself. Only 17% want AI out of the customer experience entirely.
Deep dives: 89% of consumers say AI has hurt their experience · 9 ways AI hurts customer experience, ranked · Customers don’t want less AI. They want it to work
2. 44% say AI made it harder to reach a person
It’s the top complaint in the study, and customers put a price on the fix: 43% would pay more for a product or service that guarantees access to human support. When containment is the main measure of success, escalation looks like failure.
Deep dive: The human access gap: 44% can’t reach a real person
3. 37% received an AI response that missed their question
A misunderstood question produces a technically correct answer to something the customer never asked. Another 26% have received inaccurate information. Evaluating intent alongside accuracy is the first fix.
Deep dive: 9 ways AI hurts customer experience, ranked
4. 30% have had to repeat information they already provided
Survey responses, reviews and support cases often live in separate systems, so every interaction starts over. Carrying context through every handoff, especially from AI to a person, shortens the path to resolution.
Deep dive: How to hand off from AI to a human without repeats
5. 59% expect faster responses once they know a company uses AI
Announcing AI creates a service obligation. Nearly 30% expect acknowledgment within 24 hours, and 16% expect it immediately. But 38% want faster resolution, more than the 34% who want faster responses. Speed of the first reply is only half the job.
Deep dive: Announcing AI raises the bar: 59% expect faster replies
6. Daily AI users are 2.5 times as likely to pay for human support
27% of daily AI users would pay extra for guaranteed human support, vs. 10% of infrequent users. 40% of daily users say AI made their experience feel impersonal, vs. 22% of people who use it less often. Familiarity breeds scrutiny, not comfort.
Deep dive: Daily AI users are your toughest customers
7. 20% quietly buy less after a poor feedback experience
Only 8% leave a public review. Most of the damage never reaches review data. And what customers want after sharing feedback is appropriate action (48%), followed by hearing about it (36%).
Deep dives: 20% of customers quietly buy less. Only 8% post a review · 8 things customers expect from companies using AI
What do these numbers add up to?
Five priorities run through the 2026 data:
- Keep human support within reach. Escalation should be easy to find, especially for complex, sensitive, repeated or high-risk issues.
- Measure the full issue, not one interaction. Track the customer across sessions and channels.
- Preserve context at every handoff. Customers shouldn’t repeat what you already know.
- Turn feedback into visible action. Customers experience the change, or the silence that follows.
- Build trust through transparency. Say when AI is involved and how customer data is used.
The pattern is encouraging. Customers want a better division of labor, and that’s a design problem teams can solve. AI handles the volume work of analyzing feedback, spotting patterns and routing issues. People stay at the center of moments that require empathy, judgment or accountability.
Put the numbers to work
Customers have defined the role they want AI to play: faster resolution, quicker responses, easier access to information and less repetition, with a person available when the situation requires one. Alchemer Iris is the AI-native, human-first platform for customer feedback and intelligence built around that division of labor:
- Every signal in one place. Surveys, in-app feedback, reviews, social and listings come together in a single view, so context follows the customer.
- The right AI for each job. Techniques purpose-built for feedback data detect themes and intent in real customer language, including mixed feedback inside a single response.
- Insight that triggers action. Alerts fire, issues route to the owner who can fix them, and teams close the loop while the problem is still fresh.
- You decide what AI touches. Controls, approvals and guardrails let you automate where speed helps and keep a person where judgment matters. Your data never trains a model outside your walls.
And the one place you’ll never find AI? Alchemer’s human support. 81% of new customers rate Alchemer’s support better than what they had before.
Want the full report? Read the complete 2026 AI & Customer Expectations Report for every breakdown, table and takeaway.
Methodology: Alchemer’s Research Solutions team surveyed 2,009 U.S. consumers for the 2026 AI & Customer Expectations Study.
FAQ
Q: What percentage of consumers say AI has hurt their customer experience?
A: 89%, according to Alchemer’s 2026 AI & Customer Expectations Report. Only 11.1% report no negative effects.
Q: What is the biggest complaint about AI in customer service?
A: Difficulty reaching a person, named by 44% of consumers. 43% would pay more for guaranteed human support.
Q: Do customers expect faster responses from companies that use AI?
A: Yes. 59% expect faster responses once they know a company uses AI to analyze feedback, and 30% expect a much faster one.
Q: Where can I find the full 2026 AI and customer expectations data?
A: In Alchemer’s 2026 AI & Customer Expectations Report, based on a survey of 2,009 U.S. consumers, covering where AI falls short, what customers want improved and five priorities for CX leaders.