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.
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.
Here’s how to set everything up, step by step:
Node : 📝 Form - Submit Product Info
This form asks the user to enter:
✅ Make sure this form is active and testable.
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.
Node : 🔍 Reddit - Search Posts
Uses the keyword to search Reddit for relevant threads.
Make sure your Reddit integration is properly configured.
Node : 🔎 IF - Check Upvotes & Text Length
Filters out low-effort or unpopular posts. Only keeps posts with:
✅ You can adjust these thresholds in the node settings.
Node : 🧼 Code - Structure Reddit Posts
This formats the list of posts into clean JSON for the AI agents to process.
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.
Node : 📦 Code - Merge Relevant Posts
Collects all relevant posts into a clean format for the next GPT-4 call.
Node : ✍️ GPT-4o - Generate Emotional Ad Angles
Writes 10 pain-point-based marketing angles using real customer language.
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.
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).
Node : 🎨 Dumpling AI - Generate Comic Panels
Sends each prompt to Dumpling AI to create visual comic scenes.
Node : ⏳ Wait - Dumpling AI Response Time
Adds a delay to give Dumpling AI time to finish generating all images.
Node : 🔗 Code - Extract Image URLs from Dumpling Response
Extracts all image links for preview/download.
Node : ☁️ Google Drive - Upload Comics
Uploads the comic images to your chosen Google Drive folder.
✅ Update this node with your destination folder ID.
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.
This workflow turns real audience struggles into thumb-stopping comic content — automatically.
