We surveyed 757 consumers about their frustrations, their patience thresholds, and their expectations for automated support. What we found was a population desperate for better automated support that they know is possible.
Finding 01 — The patience window
Long wait times took the #1 position for consumers’ most frustrating support experiences.
79.1%
of consumers say they’ll wait up to five minutes before demanding a human agent. 60% of that percentage will wait only three minutes.
50.5%
of consumers say they’ll deploy tactics on automation to be routed to a human faster.
When faced with an automated assistant, how long are you willing to interact before demanding a human agent?
Finding 03 — The technology gap
When asked how confident consumers are that automated support solutions can understand and resolve requests accurately, 75.6% of respondents said they were at least somewhat confident. And 55.2% said they were comfortable using it before talking to a human.
Yet just 6.6% of respondents said IVR consistently resolves their issues. For the other 93.4%, the experience ranges from partial effectiveness to complete failure.
6.6%
Always – I don’t have issues with this style of automation. It resolves my concerns.
12.8%
Never – the pre-scripted options are useless.
39.6%
Sometimes – but rarely can an automated menu resolve my issue fully.
41.0%
It depends – easier issues get resolved easily, but complex issues break down.
Finding 04 — The emotional support tax
After experiencing bad customer experience, 34.2% of respondents reported switching brands. 24.8% of consumers also said they’re likely to leave a brand after just one bad support experience.
47.8% also reported telling family and friends about it, threatening the brand loyalty of people who may not have even had the chance to become a customer yet.
Have you ever done any of the following after a bad customer experience? Please select all that apply.
Told friends or family
362
Switched brands
259
Avoided contacting support again
238
Complained publicly
147
None of the above
122
Finding 05 — The agentic enthusiasm
Despite what they’ve experienced so far, consumers are confident AI can do better for them, and they’re ready for it.
75.2% of respondents believe that future AI systems will handle complex service requests better than humans. 69.5% also reported interest in using AI assistants that personalize service based on their history and preferences, while 79% said they would prefer automated service that anticipates their needs and is proactive.
14.9%
Complete trust
27.5%
No trust
57.6%
Somewhat trust
Looking forward
Consumer expectations for automated customer experience have never been higher. Knowing the technology available, consumers want real-time, reliable, secure service, and they’re willing to switch brands to get it. The Consumer Patience Index paints a picture that CX leaders can’t afford to look away from. The cost of bad customer service, measured not only in churn, but also stalled revenue, is high. The good news is, brands don’t have to guess. This survey outlines exactly what brands need to deliver in order to earn customer loyalty. With the right AI in place, all of these expectations can be met.
But time is of the essence. With the volume of vendors available across industries today, customers don’t need brands. One bad experience, and they’ll just move on to the next. The companies that act quickly to meet consumer expectations will be the ones who successfully transform their support channels from being sources of churn to engines for revenue.
Are you ready to set the new standard for high-quality customer experience in your industry?
Methodology
This survey was commissioned by Parloa and conducted by independent research firm Propeller Insights in Summer 2026, with a sample of more than 750 consumers over the age of 18, residing in the United Kingdom, Ireland, France and Germany, and who had interacted with a company’s customer service department in the prior 12 months. Data was collected via an online survey instrument.