Sohag Khisa

18/10/2025

🚨 Alert! Game Changer For Your Customer Support System.
A few weeks ago, a client asked me something simple:
“Can we make our chatbot actually understand our business data — not just answer from the internet?”

That question led me down a rabbit hole. And the result?
I built a RAG-based (Retrieval-Augmented Generation) customer support chatbot — powered by N8N, OpenAI, and Pinecone Vector Database.

Here’s what makes it special 👇
Every time a new document is added to Google Drive, the workflow automatically:
1️⃣ Reads and splits the document into small text chunks.
2️⃣ Converts them into embeddings (a numerical form of meaning).
3️⃣ Stores them inside Pinecone, a vector database built for semantic search.

Now, when a customer asks a question, the chatbot doesn’t guess — it retrieves the most relevant data from your company’s knowledge base and then generates a precise, contextual response.
No hallucinations. No generic answers. Just real, data-backed support — available 24/7.

This is the same principle used by advanced AI assistants — and now, it’s possible to build one visually using N8N, without heavy coding.

I call it a RAG-backed AI Support Agent — a system that grows smarter as your documents grow.

If you’d like me to break down the full workflow step-by-step (and explain how you can build it too), drop a “RAG” in the comments 👇

01/04/2025

🚨 Are your Facebook ads burning money instead of making it?

You're not alone. Many marketers make costly mistakes without realizing it. If you’re running ads and not seeing results, here’s what you might be doing wrong:

🔴 1. Weak Ad Creatives
A boring image or generic copy won’t stop the scroll. Use bold visuals, emotional triggers, and curiosity-driven hooks to grab attention.

🎯 2. Targeting the Wrong Audience
You’re not selling to everyone. If you don’t define your audience, Facebook will waste your budget on the wrong people. Use custom audiences, lookalikes, and interest-based targeting to refine your reach.

📈 3. Ignoring Ad Frequency
Nobody wants to see the same ad 10 times in a row. If your frequency is too high, people will tune out (or worse, report your ad). Refresh your creatives and control frequency to keep engagement high.

🧪 4. Skipping A/B Testing
One ad won’t rule them all. Test different headlines, images, and CTAs to find what actually converts. A small tweak can double your ROI.

✅ 5. No Clear Call-to-Action (CTA)
You got their attention… now what? If you don’t tell people what to do next, they’ll just keep scrolling.

Use a strong CTA like “Sign Up,” “Shop Now,” or “Download Free Guide” to drive action.

🚀 Want better Facebook ad results? Fix these mistakes & watch your conversions grow.

What’s the biggest challenge you’ve faced with Facebook ads? Drop it in the comments! 👇

13/03/2025

Are you relying too much on paid ads and ignoring organic marketing?

I get it—paid marketing is a quick way to bring in customers and boost sales. But if you want long-term growth and a loyal audience, organic marketing is the real game-changer!

Here’s what’s been working for me (and can work for you, too!):

✅ Create short-form content for Facebook, Instagram, YouTube, and TikTok.
✅ Share behind-the-scenes moments and client testimonials to build trust.
✅ Engage in niche communities—relationships drive results!

Start focusing on organic marketing today, and you’ll thank yourself later. Let’s grow smarter, not just faster!

11/03/2025

3 Mindset Shifts That Transformed My Success Journey

Are you feeling stuck? I discovered these mindset shifts made all the difference:

FROM:

1. Relying on motivation
2. Fearing failure
3. Focusing on short-term goals

TO:

1. Building discipline
2. Learning from failures
3. Committing to long-term vision

This transformation boosted my confidence and unlocked achievements I never thought possible.

Which mindset shift would help you break through right now?

25/02/2025

Social media has changed dramatically. What worked yesterday won't work tomorrow.

19/02/2025

Hey! Today, let's explore the uses of Notebook LM—a powerful research assistant that helps you learn and research efficiently.

This video is a bit long, but for eager learners like you, that shouldn't be a problem!

If you find it helpful, share it with your friends and family—because sharing is caring!

18/02/2025

AI agents are shaping everything in a new form. Read the article on LinkedIn to stay ahead of the future.

The business landscape is witnessing a revolutionary shift with AI agents emerging as game-changing tools for enterprise efficiency and innovation. Let's dive into what this means for you and your organization.

15/02/2025

Why Pushing Sales Messages Doesn't Work (And What Does!) 📱

Hey there! As someone who's managed Facebook and Google ads for many businesses, I've noticed something interesting.

Many businesses make the same mistake: they keep pushing "Buy Now!" messages at their customers. But here's the truth - nobody likes being sold to all the time.

What works better?
Share helpful tips, insights, and valuable information with your audience first. I've seen this work amazingly well, especially for service businesses.

Think about it:
When you help people solve problems through your content, they naturally want to work with you. No pushy sales tactics needed!

This approach (called inbound marketing) is like making friends before asking for favors. Your customers choose you because they trust you, not because you pressured them.
Simple change, big results!

What do you think about this approach? Have you tried it in your business?