What’s Going On Here?
There’s a clever little AI trick that takes any company website and spits out custom memes. Real ones. With punchlines. Without needing a social media team, Photoshop, or creativity.
It reads the site. Understands what the company sells. Then makes jokes about it.
That’s it.
How It Actually Works (One-Liner)
AI reads any company’s website ➜ figures out the brand vibe ➜ writes 3 meme ideas ➜ picks fitting templates ➜ adds funny captions ➜ gives back instant meme links.
Who’s Behind the Curtain?
A bunch of techy stuff—don’t worry, none of it needs touching:
- LangGraph → Keeps all steps in order
- Llama 3.1 (via Groq) → The brain behind the writing
- Memegen.link → The factory that makes meme images
- Pydantic → Keeps the data from acting stupid
- aiohttp / asyncio → Speeds it all up behind the scenes
What It Does (In Plain Talk)
Step 1: Read the Company’s Website
Figures out:
- What tone it’s using (funny? serious?)
- Who it’s talking to (kids? engineers?)
- What it’s selling
- What kind of personality it’s pretending to have
Step 2: Come Up With Meme Ideas
It makes 3 meme jokes that actually match the company vibe.
Each idea includes:
- The joke
- What feeling it should give
- Why it fits the people the company talks to
Step 3: Pick a Meme Template
It goes shopping on Memegen.link and picks the perfect meme style:
- Wonka?
- Grumpy Cat?
- Laundry Viking?
You never know.
Step 4: Write the Captions
It writes funny text that fits:
- The template style
- The company’s tone
- What the meme’s about
Step 5: Smashes It All Together
Puts the meme image + text together and hands back a URL anyone can click.
Done.
Live Test Example
Company Used: LangChain
They Sound Like: Techy, helpful, a little too smart
Audience: Devs and software teams
Tools They Sell: LangChain, LangSmith, LangGraph
Their Vibe: Smart but friendly
Meme 1: Condescending Wonka
Joke:
You finally deployed your LLM app?
Now you get to manage its existential crisis.
Image:
Meme 2: Foul Bachelor Frog
Joke:
Me trying to build an LLM from scratch
Me using LangChain, LangSmith, and LangGraph
Image:
Meme 3: Laundry Room Viking
Joke:
train the model they said
explain it to non-techs they said
Image:
Who Would Use This?
- Someone who runs brand accounts but hates Canva
- Startups that can’t afford meme interns
- Anyone who wants to roast a company with its own voice
- Lazy geniuses
How To Use It (Even Without a Clue)
- Type in a website URL
- Hit run
- Wait a few seconds
- Copy-paste the memes it gives you
- Look like a genius in the group chat
Needs Before You Begin
- Python (yes, you’ll need a nerd to run it if you don’t code)
- A GROQ API key from console.groq.com
- This install command:
pip install langgraph langchain_groq langchain_core IPython python-dotenv aiohttp requests
- Or just pay a smart friend in samosas to set it up for you.
Original Project
Full notebook and code here:
github.com/NirDiamant/GenAI_Agents/business_meme_generator.ipynb
Heads Up
- It breaks if the site has no real content
- Some memes may miss the punchline
- Needs a working internet + API access
- Doesn’t work for personal Instagram drama (yet)
Real Talk
AI just made your memes better than your marketing team.
No offense, Susan.
!