In the past 30 days, have you used any AI-powered features in our product?
If you haven’t used them, what best describes why?
- Didn’t know they exist
- No current need
- Concerns about accuracy
- Privacy or security concerns
- Not available on my plan
- Too complex to use
- Not applicable
How interested are you in trying new AI features we may launch within the next 3 months?
Range: 1 – 10
Min: Not interestedMid: NeutralMax: Very interested
Rank the AI use cases by value to your work (1 = highest value).
Drag to order (top = most important)
- Summarize long content
- Draft or improve text
- Automate repetitive steps
- Recommend next actions
- Generate insights from data
For the statements below, indicate your agreement about the potential value of AI features.
| Rows | Strongly disagree | Disagree | Neutral | Agree | Strongly agree |
|---|
| Would save me meaningful time | • | • | • | • | • |
| Would improve output quality | • | • | • | • | • |
| Would reduce manual errors | • | • | • | • | • |
| Would help onboard teammates faster | • | • | • | • | • |
Which of the following would you need in place to adopt our AI features?
- Clear accuracy or quality metrics
- Human-in-the-loop review controls
- Strong data privacy assurances
- Admin controls and permissions
- Ability to edit AI outputs
- Audit logs or traceability
- Seamless integration with my workflows
- Other
What concerns, if any, might prevent you from using these AI features?
- Data privacy or security
- Incorrect or misleading outputs
- Compliance or legal risk
- Cost concerns
- Loss of control or transparency
- Performance or latency
- Accessibility or inclusivity
- Other
Attention check: To confirm you’re paying attention, please select “I am paying attention.”
- I am paying attention
- I am not paying attention
Which pricing approach would you prefer for AI features?
- Included in current plan
- Add-on fee per user
- Usage-based (per action or tokens)
- Per workspace or account
- Not willing to pay
- Not sure
What monthly price premium per user would be reasonable for AI features (USD)? Enter 0 if none.
Accepts a numeric value
Whole numbers only
If these AI features were available next month, when would you likely start using them?
- Immediately
- Within 1 month
- In 1–3 months
- In 3–6 months
- In 6+ months
- Not planning to adopt
What primary outcome would define success for you (e.g., minutes saved per task)?
Max 100 chars
Would you be interested in joining a limited pilot inside your account when available?
What is your primary role?
- Individual contributor
- Team lead/Manager
- Director
- Executive
- Developer/Engineer
- Data/Analytics
- Product/Design
- Operations
- Sales/Marketing
- Customer Support
Which industry best describes your organization?
- Technology
- Financial services
- Healthcare
- Education
- Retail/Ecommerce
- Manufacturing
- Professional services
- Government/Nonprofit
- Media/Entertainment
- Other
Approximately how many employees are in your organization?
- 1–10
- 11–50
- 51–200
- 201–1,000
- 1,001–5,000
- 5,001+
- Prefer not to answer
Where are you primarily located?
- North America
- Europe
- Asia
- Latin America
- Middle East
- Africa
- Oceania
- Prefer not to answer
How long have you used our product?
- Less than 1 month
- 1–3 months
- 4–12 months
- 1–3 years
- 3+ years
- I’m evaluating / not yet a user
- Prefer not to answer
Welcome! This brief survey takes about 5 minutes. Your feedback will help us prioritize and design upcoming AI features.
Anything else we should consider to make these AI features valuable for you?
Max 600 chars
AI Interview: 2 Follow-up Questions on your survey responses
AI InterviewLength: 2Personality: [Object Object]Mode: Fast Thanks for your time—your input will help shape our AI roadmap.