{
  "poll_info": {
    "poll_id": "nuggmd-cannabis-ai-marketing-impact-2025-07-27",
    "title": "NuggMD Cannabis Consumer Poll - AI in Cannabis Marketing Impact",
    "date_conducted": "July 24 - July 27, 2025",
    "sample_size": 255,
    "methodology": "Digital questionnaire sent to verified, representative sample of cannabis consumers in state-legal markets"
  },
  "questions": [
    {
      "question_id": "cannabis_ai_marketing_impact",
      "question_text": "If it were clear that a cannabis brand used artificial intelligence (AI) in their marketing and promotions, how would this affect your likelihood of purchasing products or services from that brand?",
      "response_type": "multiple_choice",
      "results": {
        "Much more likely to purchase": 5,
        "Somewhat more likely to purchase": 5,
        "No effect on my purchasing decision": 42,
        "Somewhat less likely to purchase": 18,
        "Much less likely to purchase": 30
      }
    }
  ],
  "demographics": {
    "population": "Representative sample of cannabis consumers in state-legal markets",
    "sample_method": "Sourced from independent providers of verified consumer data and first-party data",
    "verification": "Regular cannabis users. A strong majority of the sample reports daily or weekly cannabis use."
  },
  "notes": {
    "margin_of_error": "\u00b16.14%",
    "confidence_level": "95%",
    "z_score": "1.96"
  }
}