Survey Finds Consumers Are Wary of Generative AI

DISQO Issues a Report Focused on Consumers’ Experiences with and Perceptions of Generative AI

A recent survey conducted by CX platform DISQO found that although companies are continuing to invest in and develop AI tools and content, consumers are largely unfamiliar with generative AI technology, and will require education on how it is being used, and its potential benefits. “HI on AI: Human Intel on Artificial Intelligence,” a new report that captured the results from DISQO’s CX Feb. 28 to March 2nd survey of 28,376 nationally representative consumers from its 100% opt-in audience revealed consumers’ experiences with and perceptions of generative AI.

According to the results of the survey, the knowledge and use of generative AI is low, and many segments do not appear to be interested in using AI tools in the future.

  • Two-thirds of adult consumers have not used AI tools and are not interested in using them down the road.
  • Less than 10% said that they have a high level of knowledge about these tools; this drops below 5% among certain audiences, including Baby Boomers and members of the Silent Generation.
  • Only about 10% have used generative AI tools so far; this rises as high as 20% among Gen Z and as low as 2% among older adults.
  • 25% of those surveyed say they only know a little about generative AI.

The survey also surfaced insights about where and how consumers believe generative AI should be used.

  • 34% do not think generative AI tools should be used for most consumer-facing content. This rises to 43% among Boomers and is lower at 21% for Gen Z.
  • Older generations (Boomer+) are much less open to generative AI in various content, including marketing materials, online courses, social media posts, and news articles.
  • Contexts where AI-generated content is deemed least appropriate include blogs, interviews, and opinion pieces. There is also a great deal of reluctance around using these tools for news and entertainment.

One key concern for consumers is that they are unable to discern AI-generated content from human-generated content, and expect brands to disclose use of the technology.

  • Only 8% have high confidence in their ability to identify when generative AI is at play.
  • Only ~25% believe that they have read media content that was generated by AI.
  • 86% think it is important for companies to disclose their use of AI-generated content, and about two-thirds of those consumers think it is very important.

“Early adoption of emerging generative AI technologies represents a massive opportunity for brands to leapfrog their competition, but only if they are vigilant about customer experiences,” says Patrick Egan, Director of Research and Insights, DISQO. “Leveraging generative AI for innovation, increased efficiency, and profitability makes business sense, but consumers are wary and need to be informed and educated about what’s in it for them.”

From consumer brands to B2B organizations, the use of any AI technology products, but particularly those that are in the spotlight, such as large language model (LLM)-based tools such as ChatGPT, CoPilot, and others, should be accompanied by education plans, policies on use, and training around best practices.

  • Organizations need to provide education about what tools are being used, how they work, and what benefits are inherent to consumers. In particular, companies need to ensure that they are forthright about what data is being accessed and used by the generative AI tool (Is the data source restricted to certain data sets, and what privacy controls are in place?), as well as specific information about guardrails that are in place, such as the presence of humans to vet and ensure that the system is working as designed.
  • Organizations need to establish clear policies around the use of generative AI, where it will and will not be used, and what data will be accessed, so that it is clear to consumers.
  • Organizations should establish best practices for use of generative AI, for both customer-facing systems and outputs, as well as internal usage, to ensure that humans retain control over the quality and results of generative AI systems.

Author Information

Keith Kirkpatrick is VP & Research Director, Enterprise Software & Digital Workflows for The Futurum Group. Keith has over 25 years of experience in research, marketing, and consulting-based fields.

He has authored in-depth reports and market forecast studies covering artificial intelligence, biometrics, data analytics, robotics, high performance computing, and quantum computing, with a specific focus on the use of these technologies within large enterprise organizations and SMBs. He has also established strong working relationships with the international technology vendor community and is a frequent speaker at industry conferences and events.

In his career as a financial and technology journalist he has written for national and trade publications, including BusinessWeek, CNBC.com, Investment Dealers’ Digest, The Red Herring, The Communications of the ACM, and Mobile Computing & Communications, among others.

He is a member of the Association of Independent Information Professionals (AIIP).

Keith holds dual Bachelor of Arts degrees in Magazine Journalism and Sociology from Syracuse University.

Latest Insights:
Can IFS Digital Workers Redefine Utility Field Operations, or Will Integration Stall Ambitions?
June 8, 2026
Article
Article

Can IFS Digital Workers Redefine Utility Field Operations, or Will Integration Stall Ambitions?

Keith Kirkpatrick, Vice President & Research Director, Enterprise Software & Di at Futurum, examines IFS Digital Workers and their potential to revolutionize utility field operations through agentic AI, while assessing integration risks...
Cisco Live 2026: Platform, Silicon, and Security for the Agentic Era
June 8, 2026
Article
Article

Cisco Live 2026: Platform, Silicon, and Security for the Agentic Era

Fernando Montenegro, VP at Futurum, covers Cisco Live 2026 and analyzes Cisco's transformation from product portfolio to integrated platform, with a focus on agentic security, infrastructure scale, and the orchestration advantage....
Can Databricks Maintain Its Data + AI Summit Lead as Agentic AI Raises the Stakes?
June 8, 2026

Can Databricks Maintain Its Data + AI Summit Lead as Agentic AI Raises the Stakes?

With 51% of enterprises prioritizing agentic AI tools, Databricks' 2026 Data + AI Summit showcases how the company plans to lead the next era of intelligent data platforms while facing intensifying competition...
Broadcom Q2 FY 2026 VMware Stability Supports AI-Led Semiconductor Expansion
June 8, 2026
Article
Article

Broadcom Q2 FY 2026: VMware Stability Supports AI-Led Semiconductor Expansion

Futurum Research reviews Broadcom’s Q2 FY 2026 earnings, focusing on AI semiconductor scaling, networking mix expectations, and VMware’s linkage to server buildouts ahead of Q3 guidance....
Latest Research:
The Autonomous IT Imperative
June 2, 2026
Research
Research

The Autonomous IT Imperative

In our latest Market Report, The Autonomous IT Imperative, completed in partnership with Tanium, Futurum Research examines why traditional IT operations and security models are reaching their limits—and how Autonomous...
PC Pricing & Demand Under Pressure: How Consumers Will Actually Respond
May 21, 2026
Research
Research

PC Pricing & Demand Under Pressure: How Consumers Will Actually Respond

In this Market Study, Futurum Research examines how consumer PC buyers respond to rising prices and why most remain addressable through adjustments in timing, configuration, or channel....
The No-Compromise AI Foundation: Oracle Reimagines the Database for the Agentic Era
May 21, 2026
Research
Research

The No-Compromise AI Foundation: Oracle Reimagines the Database for the Agentic Era

In this report, completed in partnership with Oracle, Futurum Research examines why production-scale agentic AI requires a secure, converged, data-resident foundation built for real-time context, persistent memory, and open data...

Book a Demo

Newsletter Sign-up Form

Get important insights straight to your inbox, receive first looks at eBooks, exclusive event invitations, custom content, and more. We promise not to spam you or sell your name to anyone. You can always unsubscribe at any time.

All fields are required






Thank you, we received your request, a member of our team will be in contact with you.