After interacting with a bot, Poles most frequently (31%) feel frustration, with 11.2% experiencing it to the extent that they shared their negative experience with someone. In contrast, 15% of respondents expressed satisfaction with bot service, with an additional 2% sharing their positive experience with friends. 40.3% of Poles served by bots hold a neutral opinion on them.
Positive and Negative Aspects of Bot Interaction
- The percentage of Poles feeling frustrated after interacting with a bot is nearly half that of the global rate, where according to a recent UJET study, as many as 80% of consumers experience discomfort after encountering a bot in customer service - says Krzysztof Lewiński, country director at Armatis Polska, a customer service and sales outsourcing provider.
The most frequently cited positive aspects of bot service among Poles include:
- 24/7 availability (35%),
- efficient connection to a consultant when the bot cannot resolve the issue (28%),
- quick answers to questions (22%).
On the other hand, negative feelings among those served by bots were mainly due to:
- the inability to directly contact a human without going through the bot (39%),
- the bot’s inability to help the customer (38%),
- the bot not understanding or responding appropriately (37%).
A total of 15% of respondents report no negative experiences. However, the majority (71%) prefer human service, even if it means waiting in line. Almost one in five people (18%) would choose immediate service by a chatbot, and one in ten would choose immediate voice bot assistance.
The Growth of AI-Supported Customer Service
As many as 35% of respondents believe that companies should implement bots in their service channels, but with the option to easily switch to a human. A slightly smaller portion (32%) thinks bot service should be one of the options, not a mandatory start. One in four believes bots should identify the issue and then connect to a human. Twenty-two percent of respondents view the implementation of bots in customer service negatively.
- Responses to this last question clearly show Poles` openness to bots in customer service centers if certain conditions are met, such as the option to switch to a human at any time or the non-compulsory nature of bot service - comments Krzysztof Lewiński. - It is worth adhering to this, given the generally negative sentiment among Poles toward bots in customer service. However, I am convinced this will change due to the increasing quality of chatbots and voice bots, with the advent of a new generation of AI-based solutions.
The Armatis Customer Experience Index study was conducted by SW Research on behalf of Armatis in April 2023. The main goal of the study was to examine the experiences and opinions of Poles regarding AI-based bot customer service.
COMMERCIAL BREAK
New articles in section Marketing and PR
Data analysis. Warning signs and technical debt
Aleksander Pawzun, CalmFox.pl
Until a few years ago, a classic data warehouse, overnight processing, and reports available in the morning were a sign of organizational maturity. Today, in many companies, these same solutions have become an invisible constraint.
Artificial intelligence in shopping. E-commerce 2026 report
Piotr Michalak, Altavia Kamikaze + K2
Already nearly 40% of Polish consumers use artificial intelligence on their shopping journey, although they often do so unconsciously. According to a report by the Altavia Kamikaze + K2 agency, the current year marks the final transition from traditional searching to recommendations based on AI.
AI marketing versus AI-powered marketing
Karolina Łukasiewicz
How to distinguish a buzzword from artificial intelligence that actually increases business efficiency? Is every marketing strategy using algorithms truly driven by AI? No, because in many cases, AI marketing is merely the automation of specific, previously known processes.
See articles on a similar topic:
Modern Mobile Communication. How Companies Build Loyalty by Phone
KFi
Companies can no longer treat mobile communication channels as a side element of their operations. An effective mobile strategy is becoming a cornerstone of customer contact, a tool for improving service, and a way to optimize internal processes. If they know how to use it.
Dietary Supplements. How to Distinguish Information from Marketing
Ewa Zygadło-Kozaczuk
Where can you find reliable information about dietary supplements, and how can you distinguish factual information from advertising? The answer is not straightforward. In fact, additional doubts arise.
AI or human? Data on customer preferences in the US, UK, and Canada
KFi
One in three consumers prefers talking to a bot rather than a human, and as many as 86% try to solve the problem on their own first. Still, 74% prefer to call when an issue is urgent. A new report from Five9 shows just how much customer service expectations have changed.
Connected TV and borderless advertising. The ID5 report
KFi
Viewers are moving away from cable TV. And they are doing it en masse. Already 86% of Europeans watch content via Connected TV and global ad spend in this segment is set to double by 2028. The industry is undergoing a communication revolution.




























