Doctors using AI tools often have unique insights and challenges, but gathering honest feedback can be tough. Our Community Feedback templates make it easy to start open conversations, helping you understand what your members really need and want.
Plan your content calendar and auto-post to Skool, Circle, or Mighty Networks
Community feedback posts tap into members' expertise and lived experience, making them feel valued and heard. By inviting opinions in an open and curious way, you show that every voice counts, which builds trust and loyalty. When doctors see their input shaping AI-driven tools or resources, they become more invested in your community and its outcomes.
This approach also creates a feedback loop that uncovers hidden pain points, sparks innovation, and surfaces ideas you might not have considered. Open-ended questions encourage a wide range of perspectives, leading to richer discussions and better solutions for everyone.
What is one way our AI tool could make your daily workflow easier?
💡 Example: "What is one way our AI tool could make your daily workflow easier? Share your thoughts below."
Have you encountered any challenges using our latest AI feature? Please describe.
💡 Example: "Have you encountered any challenges using our latest AI feature? Please describe."
What would you change about the AI patient notes assistant?
💡 Example: "What would you change about the AI patient notes assistant?"
Which AI-driven report do you find most helpful and why?
💡 Example: "Which AI-driven report do you find most helpful and why?"
On a scale of 1-5, how intuitive do you find the AI dashboard?
💡 Example: "On a scale of 1-5, how intuitive do you find the AI dashboard?"
What is your biggest concern about AI in clinical practice?
💡 Example: "What is your biggest concern about AI in clinical practice?"
How did our AI tool save you time this week?
💡 Example: "How did our AI tool save you time this week?"
If you could add one new AI feature, what would it be?
💡 Example: "If you could add one new AI feature, what would it be?"
Has AI improved your documentation quality? Tell us how.
💡 Example: "Has AI improved your documentation quality? Tell us how."
What training resources would help you get more from our AI tools?
💡 Example: "What training resources would help you get more from our AI tools?"
Which AI features do you use daily, and which do you skip?
💡 Example: "Which AI features do you use daily, and which do you skip?"
Rate your confidence using AI for patient triage.
💡 Example: "Rate your confidence using AI for patient triage from 1-5."
What is the most surprising thing AI has helped you with?
💡 Example: "What is the most surprising thing AI has helped you with?"
Are there any AI tools you wish integrated with our platform?
💡 Example: "Are there any AI tools you wish integrated with our platform?"
What frustrates you most about AI charting?
💡 Example: "What frustrates you most about AI charting?"
Share one tip for using AI in your specialty.
💡 Example: "Share one tip for using AI in your specialty."
What concerns do your patients have about AI-assisted care?
💡 Example: "What concerns do your patients have about AI-assisted care?"
How can our AI tools better support you during busy clinic days?
💡 Example: "How can our AI tools better support you during busy clinic days?"
What would make our AI onboarding process smoother?
💡 Example: "What would make our AI onboarding process smoother?"
Do you feel AI improves your work-life balance? Why or why not?
💡 Example: "Do you feel AI improves your work-life balance? Why or why not?"
Which AI insights do you trust most for decision-making?
💡 Example: "Which AI insights do you trust most for decision-making?"
Has AI ever suggested something you disagreed with? What happened?
💡 Example: "Has AI ever suggested something you disagreed with? What happened?"
How easy is it to get help with AI features when you need it?
💡 Example: "How easy is it to get help with AI features when you need it?"
What would you tell a colleague who is hesitant to use AI?
💡 Example: "What would you tell a colleague who is hesitant to use AI?"
Which AI updates made the biggest difference for you?
💡 Example: "Which AI updates made the biggest difference for you?"
What AI recommendation has improved your patient care?
💡 Example: "What AI recommendation has improved your patient care?"
How do you explain AI-generated results to patients?
💡 Example: "How do you explain AI-generated results to patients?"
Do you have privacy concerns about using AI tools?
💡 Example: "Do you have privacy concerns about using AI tools?"
What would make our AI-powered alerts more useful to you?
💡 Example: "What would make our AI-powered alerts more useful to you?"
Share your favorite AI shortcut or hack.
💡 Example: "Share your favorite AI shortcut or hack."
How can we improve the accuracy of AI suggestions?
💡 Example: "How can we improve the accuracy of AI suggestions?"
What would help you trust AI recommendations more?
💡 Example: "What would help you trust AI recommendations more?"
Have you found any bugs or errors in our AI platform?
💡 Example: "Have you found any bugs or errors in our AI platform?"
Which AI tool would you recommend to a new doctor?
💡 Example: "Which AI tool would you recommend to a new doctor?"
What is one thing you wish you knew before using AI in your practice?
💡 Example: "What is one thing you wish you knew before using AI in your practice?"
How does AI impact your relationship with patients?
💡 Example: "How does AI impact your relationship with patients?"
Is there a feature you never use? Why not?
💡 Example: "Is there a feature you never use? Why not?"
What would you like to see in our next AI update?
💡 Example: "What would you like to see in our next AI update?"
How do you stay up to date with new AI tools for doctors?
💡 Example: "How do you stay up to date with new AI tools for doctors?"
Has AI changed your approach to clinical decision-making?
💡 Example: "Has AI changed your approach to clinical decision-making?"
What is your favorite use case for AI in your practice?
💡 Example: "What is your favorite use case for AI in your practice?"
Share one thing that would make you recommend our AI to others.
💡 Example: "Share one thing that would make you recommend our AI to others."
To use these templates, simply copy and paste one into your community platform, tweak the specifics to fit your topic, and post. Tag relevant members or groups for more targeted feedback. After gathering responses, summarize key points and share updates to demonstrate that member input leads to real change.
These templates are designed for all platforms. For best results, use engaging subject lines, tag relevant members or roles, and follow up with polls or summaries to close the feedback loop. Consider using pinned posts or announcement features to keep feedback requests visible.
Select templates that include prompts about AI diagnostic tools, such as accuracy in radiology or pathology. Tailor questions to encourage physicians to share specific cases where AI succeeded or failed, and ask for suggestions on integrating AI results into their decision-making process. This helps identify real-world concerns and improvements needed for AI adoption in clinical practice.
Utilize templates focused on community feedback for sensitive topics, and frame questions around physicians' experiences with AI-driven risk models (e.g., for sepsis or cardiac events). Ask members to share examples where AI recommendations may have failed certain patient populations, and encourage suggestions for mitigating bias in these models.
Use templates that probe for challenges and successes with AI-enabled electronic health record (EHR) features, such as automated charting or voice recognition. Ask clinicians to rate usability, share time-saving anecdotes, and suggest features that could improve workflow efficiency, ensuring the discussion centers around specific EHR and documentation pain points.
Choose templates that invite open-ended feedback on user experience with AI-generated alerts in clinical settings (e.g., medication interactions or critical lab findings). Encourage members to discuss alert frequency, relevance, and any cases of alert fatigue, highlighting opportunities to improve signal-to-noise ratio in AI notifications.
Use templates that segment feedback by specialty (e.g., radiology, cardiology, primary care) and ask about specialty-specific AI tools and workflows. Prompt members to describe unique challenges, such as imaging integration for radiologists or diagnostic support for internists, helping you tailor future content and support initiatives.
Select templates that focus on patient-facing AI solutions and their clinical impact. Ask physicians to share experiences with tools like automated appointment reminders, symptom checkers, or follow-up chatbots, emphasizing patient outcomes, workflow integration, and any medico-legal concerns they’ve encountered.
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