Generated at: 2026-07-01 03:15:42

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Survey on Generative AI Usage and Output Quality in Business Operations
[Research Report 2026] Click Here to Download the Full Report

Is Your Inability to Use AI Not Due to Your Prompting Skills?
We conducted a survey of 500 business professionals who use generative AI in their work to understand the current state of AI utilization, response quality, and reliability.

Please fill out the required information in the form and submit it. We will send the download URL to your email address.

Report Overview

This report presents the findings of our survey regarding dissatisfaction with the reliability of generative AI in business operations and the requirements for improving utilization levels.

The survey results indicate that a total of 70.4% of respondents reported feeling dissatisfied with the accuracy or reliability of AI responses either "frequently" or "sometimes." When asked about the causes, only 12.4% cited "lack of prompting skills," while 61.4% pointed to "the quality of data referenced by AI and information limitations," highlighting the true nature of the issue.

Furthermore, 72.8% of respondents spend five minutes or more each time verifying or fact-checking AI responses, revealing that the "cost of using AI" is offsetting productivity gains. With the majority of respondents identifying "data accuracy and freshness" as the most critical factor for improving AI utilization levels, the findings demonstrate that establishing a robust data environment is the key to promoting the effective use of generative AI.

This report provides a multifaceted analysis, including the reality of tasks that cannot be left entirely to AI and evaluations regarding accuracy during report creation.
Please download the detailed document to learn more.

Recommended for the Following Individuals

Those who are utilizing generative AI in their operations but are not seeing the expected results

Marketing and sales professionals who have concerns regarding AI accuracy and reliability

Those who wish to review their company's AI utilization environment (data infrastructure)

Survey Overview

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  • Survey Method: Internet Research
  • Survey Period: March 17, 2026 – March 19, 2026
  • Survey Target: Business professionals who use generative AI for work (excluding part-time workers, students, etc.)
  • Number of Respondents: 500
Survey on Generative AI Usage and Output Quality in Business Operations [Survey Report 2026] Download the Full Report Here

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