Take the AI Usage & Adoption Study (2026)

Despite the endless headlines and corporate marketing narratives surrounding artificial intelligence, reliable data on how everyday professionals actually use these tools remains surprisingly limited.
To cut through the noise, We are conducting an independent research study to map out real-world AI habits. Whether you are an active power-user or someone who rarely touches generative AI, your experience is vital to this research.

Survey link: https://tally.so/r/yPzXZ8 
🔍 What This Study Explores
This research focuses on the real-world mechanics of AI integration rather than marketing anecdotes. We are looking closely at:
  • Adoption Patterns: When and how often you engage with large language models.
  • Real Pain Points: The exact factors limiting your usage, from hallucinations to workflow integration issues.
  • Spending & Pricing: Subscription fatigue, monthly budgets, and how you would respond to price hikes.
  • Future Expectations: Where you realistically see AI impacting your workflow over the next 3 years.

🛠️ Survey Details
  • ⏱️ Time Commitment: It takes approximately 7–10 minutes to complete.
  • 🔒 Privacy: The questionnaire is 100% anonymous and completely independent from any product tie-ins.
  • 📊 Open Data: All findings will be published openly for public benefit.

🎯 Who Should Participate?
We are looking for diverse perspectives across all roles, including:
  • Founders, business owners, and operators.
  • Product leaders and engineers.
  • Knowledge workers, freelancers, and students.

🚀 Share Your Experience
Your input directly helps build a transparent, data-driven picture of our collective technological future. Click the link to cast your responses:
👉 Take the AI Usage & Adoption Study 2026
Want to look over the technical framework first? You can review the underlying project details and methodology on the GitHub Project Page:
Thank you for contributing your time and real-world experience to this open data initiative!

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