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An AI-assisted documentation workflow demonstrating how AI can accelerate drafting and organization while maintaining human review, accuracy, and quality control.
The network for creativity
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Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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Your Shopify store may NOT need more traffic.
It might need a better reason for visitors to buy.
I see this all the time:
A store is getting visitors.
People are viewing products.
Some are even adding to cart.
But sales? Still low.
So the first thought is:
“We need more ads.”
Not always.
Before spending more money on traffic, check these 6 things:
→ Is your offer clear within 5 seconds?
→ Does your product page answer the buyer’s biggest questions?
→ Are reviews and trust signals easy to find?
→ Is the Add to Cart button obvious on mobile?
→ Are shipping and returns explained clearly?
→ Is there a strong reason to buy NOW instead of “maybe later”?
More traffic sent to a weak buying experience can simply mean paying for more people to leave.
Fix the leaks first. Then scale the traffic.
I’m curious:
What’s the biggest challenge with your Shopify store right now?
A) Traffic
B) Add to carts
C) Checkout abandonment
D) Low conversion rate
E) Not sure yet
Drop the letter below 👇
I’ll reply with one thing I’d check first.
Music Player & Audio Mixer
Nice UI.
Built an AI-powered customer support automation workflow that can classify incoming emails, identify support requests, retrieve relevant information from a knowledge base, and assist with generating the right response.
The workflow combines AI agents, RAG, embeddings, Pinecone, Gmail, and automated notifications to reduce repetitive support work while keeping human review in the loop.
The flow includes:
📩 Incoming email detection
🤖 AI-based support request classification
📚 Knowledge base retrieval with Pinecone
🧠 Context-aware customer support agent
✍️ Automated response draft generation
🔔 Reviewer notification through Telegram
⚡ Separate handling for non-support emails
I’ve been exploring more ways to combine AI + automation + real-world business workflows, rather than using AI only as a chatbot.
More automation experiments coming soon. 🚀
#AIAutomation #ArtificialIntelligence #Automation #AIAgents #RAG #n8n #Pinecone #OpenAI #WorkflowAutomation #CustomerSupport #GenerativeAI #MachineLearning #BusinessAutomation #Developer #FullStackDeveloper
