Hello everyone I’m working on connecting an n8n workflow with a frontend, and I could use some advice on how to structure it properly. Current setup: * I’ve built a cold SMS campaign system using n8n. * Our backend database (Supabase) has 19M+ records. * Each campaign is created with 1,000 contacts and tied to a campaign_id in the campaigns table. * Right now, I manually assign the state and generate 4 new campaigns each day by creating campaign IDs and attaching them to records (Thru sql queries) Client’s request (moving toward micro-SaaS): * On the frontend, a user should be able to: 1. Select a state where they want to run their campaign. 2. The system should automatically pull 1,000 records from the database for that state. 3. A new campaign_id should be created in Supabase. 4. That campaign should be automatically linked to those 1,000 records. * Once this happens, n8n should trigger a workflow for that campaign. Ideally, it would either: * Dynamically assign the campaign_id to an existing workflow, or * Duplicate a template workflow and bind it to that campaign_id. My question:
 What’s the best way to automate this workflow triggering in n8n when the frontend sends the campaign request? * Should I be duplicating workflows via the n8n API? * Or is there a better way to handle multiple campaigns dynamically within a single workflow? Any suggestions or examples would be super helpful 🙏

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Howdy - I’m working on a project to build outreach agents for small-to-medium retail stores. The goal is to leverage customer, inventory, and sales data from their POS to create automated workflows that drive measurable results. I’m looking for advice on which agents/workflows to start with—ones that: - Have the highest measurable KPIs (sales, repeat visits, etc.) - Show ROI in the shortest time horizon Some ideas I’m considering: - Post-purchase follow-ups & upsells - Dormant customer reactivation - Seasonal promo campaigns I’m keeping it lightweight on the email side (sending directly through the store’s Gmail rather than a full ESP), so workflows that work well in that setup would be especially helpful. Would love to hear what’s worked best for others or any creative ideas you’ve seen in this space!

Hi everyone, I’m just starting out, so I’m still learning how to build workflows. Right now, I’m trying to create an AI receptionist / voice agent, and I already have a diagram of how I want it to work. The challenge is: I don’t know where to start putting it together in N8N. I’ve watched a YouTube tutorial, but it didn’t go through the full workflow. The creator shared a Make.com link in the description, but it doesn’t work anymore. I want to create the workflow in N8N. Would anyone here be willing to guide me step by step, or help me understand how to turn my diagram into a working workflow? Even some tips, best practices, or examples would be super helpful!! Youtube link: https://youtu.be/Q58GsS729sg?si=bijy2vaQpabcktc_ Diagram: