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Survey on Spatial Uncertainty and Consumer Adoption of AI Visualization Tools in Art Purchases
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1. Have you ever hesitated to purchase an artwork because you were unsure how it would look in your home or office space? (Single choice)
Yes, frequently
Yes, occasionally
No, never
I have never purchased artwork
2. How do you currently assess whether an artwork will fit your space? (Multiple choice)
Mental imagination only
Measuring with a tape ruler
Taking photos and trying to edit manually (e.g., Photoshop)
Asking the gallery to provide a mock-up
Using existing art visualization apps/websites
I do not assess; I buy based on instinct
3. Which of the following features would be most important to you in an AI artwork visualization tool? (Rank in order, 1 = most important, 6 = least important)
Accurate scale and proportion of artwork in the space
Realistic lighting and shadow adaptation to your room
Ability to upload your own room photo
Multiple artwork comparisons side-by-side
Sharing generated images with family/friends for opinions
Integration with social media (e.g., WeChat Moments)
4. What is the highest price you are willing to pay for a single AI-generated visualization that places an artwork into your actual room photo (pay-per-use basis)? (Single choice)
Under ￥10
￥10 - ￥19
￥20 - ￥39
￥40 - ￥59
￥60 or above
5. If a gallery or art platform offered an annual subscription for unlimited AI visualizations (including artwork-to-home and artwork-in-your-room features), what would be your acceptable price? (Single choice)
Under ￥99/year
￥99 - ￥199/year
￥200 - ￥399/year
￥400 - ￥599/year
￥600/year or above
6. What factors would most influence your decision to use an AI art visualization tool? (Multiple choice, select top 3)
Accuracy of scale and proportion
Realism of lighting and shadows
Ease of use (uploading photos, generating results)
Speed of generation (within 1-3 minutes)
Privacy protection (whether my room photos are stored)
Ability to try multiple artworks at once
Brand reputation of the gallery/platform offering the tool
Integration with messaging apps (WeChat sharing)
7. How concerned are you about the following potential issues with AI art visualization tools? (Scale: 1 = Not concerned, 5 = Extremely concerned)
My room photos being collected or misused
Generated image looking unrealistic or poorly edited
Artwork scale appearing inaccurate, leading to purchase mistakes
Slow generation speed or technical glitches
Having to pay extra beyond the artwork price
8. Which of the following value-added services would you be interested in? (Multiple choice)
AI-powered artwork recommendations based on your room style
Before/after comparison with multiple artworks in the same room
Augmented reality (AR) preview via phone camera
Interior design suggestions to complement the artwork
Professional consultation on artwork placement
Sharing to WeChat Moments with one click
9. Would you be more likely to purchase an artwork from a gallery that offers this AI visualization tool compared to one that does not? (Single choice)
Yes, much more likely
Yes, somewhat more likely
No difference
Less likely (I prefer traditional methods)
10. Please indicate your age group: (Single choice)
18-24
25-34
35-44
45-54
55 or above
11. Please indicate your gender: (Single choice)
Female
Male
Prefer not to say
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