Analytics firm YouGov has published a fresh study on AI satisfaction, with results that came as a surprise to the industry. The biggest surprise was the lead taken by Claude from Anthropic: the model, which is not the most widely used by number of users, claimed the top spot in the overall satisfaction ranking (Net Score) with a result of 56.2 points. This is reported by RBC-Ukraine, citing the specialists' report. Importantly, the survey measures precisely the quality of experience for those who have already tried the tool, rather than its popularity or ease of access, which makes the comparison genuinely substantive.
Claude's Lead and the Lag of the Giants
In the overall standings, Claude (56.2 points) edged out Google Gemini (46.5 points) and OpenAI's ChatGPT (46.0 points), which, despite leading in audience size, fell short on the satisfaction metric. In the middle of the list were Amazon Alexa (42.6) and Microsoft Copilot (37.2) — relatively low results given the scale of their developers. At the bottom of the top-10 sat Elon Musk's Grok chatbot and Apple's Siri voice assistant, whose scores indicate the highest level of disappointment among respondents.
The Gap Between Current and Former Users
The most telling layer of data shows the difference between the experience of active users and those who have stopped using the tool. Claude posted the highest result among former users (21.8 points) and the second-highest among current users (74.5 points), which, according to the analysts' conclusion, indicates that a positive impression is retained even after switching services. For ChatGPT, active-user satisfaction reaches 66.6 points, but among former users it drops sharply to 2.9 points — a gap of 63.7 points. Grok shows the most negative gap: its former-user rating went negative, to −4.7 points.
Why Specialized Tools Win
Experts explain this dynamic by noting that specialized solutions like Claude require a deliberate choice by the user, whereas mass-market products attract a significantly broader audience, which is more prone to disappointment after initial testing. Thus, Claude's high satisfaction may reflect not only product quality but also the profile of its audience, who consciously chose the tool to fit their tasks.
Limitations of Interpretation
When interpreting the results, it is worth noting that the ranking is built on subjective assessments of experience quality, rather than on objective metrics of accuracy or performance. Therefore, Claude's lead in satisfaction is not equivalent to a lead in functionality or market share, but reflects the perception of those who have already interacted with the assistant.
