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📝 Description
🤖 What this workflow does
This workflow turns Reddit pain points into emotionally-driven comic-style ads using AI.
It takes in a product description, scrapes Reddit for real user pain points, filters
relevant posts using AI, generates ad angles, rewrites them into 4-panel comic prompts,
and finally uses Dumpling AI to generate comic-style images. All final creatives
are uploaded to Google Drive.
🧠 What problem is this solving?
Crafting ad content that truly speaks to customer struggles is time-consuming.
This workflow automates that entire process — from pain point discovery to visual
creative output — using AI and Reddit as a source of truth for customer language.
👤 Who is this for?
- Copywriters and performance marketers
- Startup founders and indie hackers
- Creatives building empathy-driven ad concepts
- Automation experts looking to generate scroll-stopping content
⚙️ Setup Instructions
Here’s how to set everything up, step by step:
🔹 1. Trigger: Form Input
Node: 📝 Form - Submit Product Info
This form asks the user to enter:
- Brand Name
- Website
- Product Description
✅ Make sure this form is active and testable.
🔹 2. Generate Reddit Keyword
Node: 🧠 GPT-4o - Generate Reddit Keyword
Uses the product description to generate a search keyword based on what your audience might be discussing on Reddit.
🔹 3. Search Reddit
Node: 🔍 Reddit - Search Posts
Uses the keyword to search Reddit for relevant threads.
Make sure your Reddit integration is properly configured.
🔹 4. Filter Valid Posts
Node: 🔎 IF - Check Upvotes & Text Length
Filters out low-effort or unpopular posts. Only keeps posts with:
- Minimum 2 upvotes
- Content at least 100 characters long
✅ You can adjust these thresholds in the node settings.
🔹 5. Clean Reddit Output
Node: 🧼 Code - Structure Reddit Posts
This formats the list of posts into clean JSON for the AI agents to process.
🔹 6. Check Relevance with AI Agent
Node: 🤔 Langchain Agent - Post Relevance Classifier
This node uses a LangChain agent (tool: think2) to determine if each post
is relevant to your product. Only relevant ones are passed forward.
🔹 7. Aggregate Relevant Posts
Node: 📦 Code - Merge Relevant Posts
Collects all relevant posts into a clean format for the next GPT-4 call.
🔹 8. Generate Ad Angles
Node: ✍️ GPT-4o - Generate Emotional Ad Angles
Writes 10 pain-point-based marketing angles using real customer language.
🔹 9. Rank the Best Angles
Node: 📊 GPT-4o - Rank Top 10 Angles
Scores the generated angles and ranks them from most to least powerful.
Only the top 3 are passed forward.
🔹 10. Turn Angles into Comic Prompts
Node: 🎭 GPT-4o - Write Comic Scene Prompts
Rewrites each of the top ad angles into a 4-panel comic strip structure
(pain → tension → product → resolution).
🔹 11. Generate Comic Images
Node: 🎨 Dumpling AI - Generate Comic Panels
Sends each prompt to Dumpling AI to create visual comic scenes.
🔹 12. Wait for Image Generation
Node: ⏳ Wait - Dumpling AI Response Time
Adds a delay to give Dumpling AI time to finish generating all images.
🔹 13. Get Final Image URLs
Node: 🔗 Code - Extract Image URLs from Dumpling Response
Extracts all image links for preview/download.
🔹 14. Upload to Google Drive
Node: ☁️ Google Drive - Upload Comics
Uploads the comic images to your chosen Google Drive folder.
✅ Update this node with your destination folder ID.
🔹 15. Log Final Output
Optional
You can extend the flow to log the image links, ad angles, and Reddit sources
to Google Sheets, Airtable, or Notion depending on your use case.
🛠️ How to Customize
- ✏️ Adjust tone: Update GPT-4 system prompts to sound more humorous, emotional, or brand-specific.
- 🧵 Use different styles: Swap Dumpling AI image settings for ink sketch, manga, or cartoon renderings.
- 🔄 Change input source: Replace Reddit with X (Twitter), Quora, or YouTube comments.
- 📦 Store results differently: Swap Google Drive for Notion, Dropbox, or Airtable.
This workflow turns real audience struggles into thumb-stopping comic content — automatically.