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Generative AI Reaches 58% of US Internet Households, But Monetization and Trust Lag, According to New Research from Parks Associates

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David Marshall | Published: February 18, 2026

New research from Parks Associates finds generative AI has crossed into mainstream use in US internet households, with adoption surging over the past year. However, despite rapid usage growth and expanding platform integration, monetization remains limited, and consumer trust continues to challenge providers. New research shows 58% of US internet households now use generative AI tools, up more than 10 percentage points from 47% in Q4 2024.

The firm’s AI Experience Q4 2024 Dashboard, based on a survey of 8,018 US heads of internet households, shows AI shifting from novelty to embedded utility across personal, professional, and smart home environments.

“AI has moved into the mainstream of digital life,” said Jennifer Kent, SVP & Principal Analyst, Parks Associates. “But the winners in the next phase won’t be those with the most features – they’ll be the companies that deliver trusted, embedded intelligence inside ecosystems consumers already value.”

Parks Associates finds that smart home and security customers represent the most attractive near-term segment for AI service monetization. Security system owners use paid AI tools at roughly twice the rate of the average household. With approximately 41 million US internet households owning a security system, this translates into more than 12 million homes already engaged with paid AI solutions.

Topline Findings

  • Only 16% of households use a paid version of an AI application, representing roughly 20 million US internet households.
  • 30% of consumers say they are less likely to purchase a product marketed as “AI-powered,” nearly double the share who say such messaging increases purchase intent.
  • ChatGPT leads the market with 38% household usage, up from 26% one year ago; two-thirds of generative AI users report using ChatGPT.
  • 15% of security system owners pay for AI-powered enhancements to their security services today, and security households account for roughly two-thirds of all paid AI users.

“AI-forward branding alone does not drive purchase intent,” Kent said. “Consumers reward clear utility and embedded value, not buzzwords. Providers must prioritize transparency, privacy by design, and practical service benefits to convert adoption into durable revenue.”