Finding it hard to keep your AI Automation community resourceful and active? Sharing the right resources can inspire collaboration and help everyone stay ahead of the curve. Use these proven templates to encourage members to recommend their favorite tools, articles, or guides, and watch your community knowledge grow.
Plan your content calendar and auto-post to Skool, Circle, or Mighty Networks
Inviting members to recommend resources taps into their natural desire to help others and share what has worked for them. This creates a culture of generosity and learning, which is especially powerful in fast-moving fields like AI Automation where staying updated is crucial.
When members see the practical impact of resource sharing, they are more likely to participate and return, building trust and a sense of belonging. Highlighting real-world use cases and benefits makes the exchange more authentic and actionable, which leads to higher engagement and long-term community value.
What is the best AI automation tool you have used recently? Share your experience below.
💡 Example: "What is the best AI automation tool you have used recently? Share your experience below."
Have you found an article or video that made AI automation easier for you? Drop the link and tell us how it helped.
💡 Example: "Have you found an article or video that made AI automation easier for you? Drop the link and tell us how it helped."
Recommend one AI automation resource that every beginner should check out.
💡 Example: "Recommend one AI automation resource that every beginner should check out."
Share your go-to AI automation podcast or newsletter and why you never miss an issue.
💡 Example: "Share your go-to AI automation podcast or newsletter and why you never miss an issue."
Is there a free AI automation tool that has saved you hours? Tell us what it is and how you use it.
💡 Example: "Is there a free AI automation tool that has saved you hours? Tell us what it is and how you use it."
What YouTube channel do you follow for AI automation tutorials? Share a favorite video link.
💡 Example: "What YouTube channel do you follow for AI automation tutorials? Share a favorite video link."
Drop a link to a recent AI automation case study that impressed you. What did you learn from it?
💡 Example: "Drop a link to a recent AI automation case study that impressed you. What did you learn from it?"
Which AI automation blog do you trust for up-to-date insights? Share your must-read post.
💡 Example: "Which AI automation blog do you trust for up-to-date insights? Share your must-read post."
Has anyone tried a new AI automation API recently? Recommend one and tell us why it stands out.
💡 Example: "Has anyone tried a new AI automation API recently? Recommend one and tell us why it stands out."
Share a resource that helped you automate a repetitive task at work.
💡 Example: "Share a resource that helped you automate a repetitive task at work."
What is your favorite AI automation community or forum? Link it and explain why you recommend it.
💡 Example: "What is your favorite AI automation community or forum? Link it and explain why you recommend it."
Which AI automation online course gave you the most value? Share your review and a link.
💡 Example: "Which AI automation online course gave you the most value? Share your review and a link."
Post your favorite AI automation cheat sheet or quick reference guide.
💡 Example: "Post your favorite AI automation cheat sheet or quick reference guide."
Found a helpful AI automation GitHub repo? Share the link and what makes it useful.
💡 Example: "Found a helpful AI automation GitHub repo? Share the link and what makes it useful."
What is one AI automation tool that exceeded your expectations? Tell us why.
💡 Example: "What is one AI automation tool that exceeded your expectations? Tell us why."
Share a free webinar or event on AI automation that you found valuable.
💡 Example: "Share a free webinar or event on AI automation that you found valuable."
Is there a dataset you rely on for AI automation projects? Share how it helps your workflow.
💡 Example: "Is there a dataset you rely on for AI automation projects? Share how it helps your workflow."
What is the most underrated AI automation tool or platform you use? Recommend it here.
💡 Example: "What is the most underrated AI automation tool or platform you use? Recommend it here."
Share a resource that helped you overcome a tough AI automation challenge.
💡 Example: "Share a resource that helped you overcome a tough AI automation challenge."
Have you read a recent AI automation whitepaper or report? Share the key insights.
💡 Example: "Have you read a recent AI automation whitepaper or report? Share the key insights."
What browser extension or plugin boosts your AI automation productivity? Recommend it here.
💡 Example: "What browser extension or plugin boosts your AI automation productivity? Recommend it here."
Share your top learning resource for mastering AI automation basics.
💡 Example: "Share your top learning resource for mastering AI automation basics."
Have you come across a new AI automation framework? Share the link and why it is promising.
💡 Example: "Have you come across a new AI automation framework? Share the link and why it is promising."
Which AI automation Slack or Discord group do you recommend? Tell us what makes it great.
💡 Example: "Which AI automation Slack or Discord group do you recommend? Tell us what makes it great."
What is your favorite AI automation SaaS product and how has it improved your workflow?
💡 Example: "What is your favorite AI automation SaaS product and how has it improved your workflow?"
Share a code snippet or script that automates a common AI task.
💡 Example: "Share a code snippet or script that automates a common AI task."
Has a particular AI automation course or MOOC changed your approach? Share your thoughts.
💡 Example: "Has a particular AI automation course or MOOC changed your approach? Share your thoughts."
Recommend a tool for automating data labeling or cleaning in AI projects.
💡 Example: "Recommend a tool for automating data labeling or cleaning in AI projects."
What free resource helped you understand AI automation best practices?
💡 Example: "What free resource helped you understand AI automation best practices?"
Share a resource that covers AI automation ethics or responsible AI.
💡 Example: "Share a resource that covers AI automation ethics or responsible AI."
What is the most practical AI automation tutorial you have found? Drop a link.
💡 Example: "What is the most practical AI automation tutorial you have found? Drop a link."
Have you used an AI automation template or pre-built workflow? Share your favorite.
💡 Example: "Have you used an AI automation template or pre-built workflow? Share your favorite."
Share a must-read book on AI automation and what you learned from it.
💡 Example: "Share a must-read book on AI automation and what you learned from it."
Recommend an AI automation resource for non-technical team members.
💡 Example: "Recommend an AI automation resource for non-technical team members."
Which AI automation open source project should everyone know about? Share the link.
💡 Example: "Which AI automation open source project should everyone know about? Share the link."
Post a resource that helped you debug or optimize an AI automation pipeline.
💡 Example: "Post a resource that helped you debug or optimize an AI automation pipeline."
Found a new AI automation SaaS integration? Share how it connects your workflows.
💡 Example: "Found a new AI automation SaaS integration? Share how it connects your workflows."
What AI automation newsletter keeps you updated? Share the signup link.
💡 Example: "What AI automation newsletter keeps you updated? Share the signup link."
Recommend a resource for learning about workflow orchestration in AI automation.
💡 Example: "Recommend a resource for learning about workflow orchestration in AI automation."
Share a case study showing real ROI from AI automation. What made it effective?
💡 Example: "Share a case study showing real ROI from AI automation. What made it effective?"
What resource do you wish you had when starting out in AI automation?
💡 Example: "What resource do you wish you had when starting out in AI automation?"
Simply copy and paste these templates into your community posts, adapting them to suit your audience or current discussions. Encourage members to not only share a link or resource, but also explain how it has helped them. Pin or spotlight the most useful shares to motivate others, and consider summarizing the best recommendations in a regular roundup or resource library.
For all platforms, keep your invites concise and visually clear. Use emojis or formatting to make resource shares stand out. Tag or mention active members to jump-start participation, and consider using polls or reactions to surface the most helpful resources.
When targeting members interested in open-source workflow orchestration, structure your recommendation template to prompt for details like project size, preferred frameworks (e.g., Airflow, Prefect, Kubeflow), and integration capabilities. Ask the community to share experiences with scalability, plugin ecosystems, and support for various ML pipelines, ensuring responses are relevant to advanced automation practitioners.
Absolutely. Since RPA and intelligent automation (which often involves AI/ML decision-making) serve different needs, your templates should specify which category the resource applies to. For example, ask members to clarify if a recommended tool handles rule-based process automation or if it supports adaptive learning and unstructured data handling typical in intelligent automation.
Include template prompts that specifically ask for model monitoring solutions, tools for tracking concept/model drift, and best practices for alerting and retraining. Mention keywords such as 'continuous validation', 'data drift', and 'ML observability' to attract responses from practitioners dealing with production AI workflows.
Use your template to request resources that address compliance challenges, data privacy (e.g., GDPR, HIPAA), and auditability within AI automation deployments. Encourage members to specify the vertical (like finance or healthcare) and share materials that document regulatory hurdles and solutions, ensuring the recommendations are highly relevant and actionable.
Frame your template to ask for recommendations around specific pipeline stages—such as data versioning, model deployment, or CI/CD for ML. Mention terms like 'model registry', 'feature store', and 'pipeline orchestration' to draw out suggestions for specialized tools like MLflow, TFX, or Seldon Core, catering to practitioners optimizing production AI lifecycles.
Incorporate questions in your template such as: 'What low-code AI automation platforms have enabled your non-technical team to build and deploy workflows?' and request feedback on UI intuitiveness, out-of-the-box connectors, and integration with existing business processes. This will surface platforms like UiPath, Zapier AI integrations, or Microsoft Power Automate, which are increasingly relevant to democratizing AI automation.
Skool · Circle · Mighty Networks