How I Audited 100+ Ecommerce Pages for Cannibalization Without Paid SEO Tools

semantic similarity analysis for SEO

Using semantic similarity, Python, and a reproducible workflow – not gut feel. Why keyword cannibalization audits break down in ecommerce Keyword cannibalization is one of those SEO problems everyone knows exists – and almost everyone handles badly. On ecommerce sites especially, overlap is inevitable: The usual process looks like this: The problem isn’t effort.The problem … Read more

GEO SEO for Beginners: How to Rank in Google AI Overviews Using Real Examples

GEO SEO for Beginners- How to Rank in Google AI Overviews Using Real Examples

“SEO is no longer about fooling search engines; it’s about serving users and AI in ways they crave truth and utility.” – Rand Fishkin SEO didn’t suddenly die. What changed is how answers are chosen. Search engines are no longer just ranking pages.They are selecting answers. This shift is why many technically “well-optimized” pages are … Read more

How to write perfect Hinglish captions with AI for Reels and Shorts (with prompt patterns)

How to Write Perfect Hinglish Captions with AI for Reels and Shorts

“Style is a reflection of your attitude and personality.” – Shawn Ashmore If you write captions for reels or shorts, you already know – it’s not just about words. It’s about vibe. Your captions are your swagger in text form. Hinglish – that beautiful jugalbandi of Hindi and English – gives creators in India a … Read more

How to Build a Fun SEO Meme Generator in Python (Step-By-Step)

How to Build a Fun SEO Meme Generator in Python

“Creativity is intelligence having fun.” – Albert Einstein I believe in saying things how they are. No soft edges here. This isn’t another bland, over-optimized Medium post with tips you already know. This is a walk-through for a tool only a real search geek would build… and actually use. If you want some automated fluff, … Read more

How to Create a Python Bot That Ranks Your Tweets for SEO Value

How to Create a Python Bot That Ranks Your Tweets for SEO Value

“The best way to get started is to quit talking and begin doing.” – Walt Disney The Truth About SEO For Tweets: No Magic Formula I’ll be real with you: SEO for tweets is like herding cats with a laser pointer. Sometimes content goes viral for no reason. Sometimes your best work dies in darkness. … Read more

How I Built a Chrome Extension With Gemini and Claude: From UI to Code

How I Built a Chrome Extension With Gemini and Claude

“The best tools not only solve your problem – they change how you build everything.” What is ImageSnatch and Why Did I Build It? ImageSnatch is a Chrome extension that lets you extract and download every single image from any Google Docs document with one click. No manual right-clicking, no messy screenshots, no more hunting … Read more

How to Build Your Own AI Writing Assistant: Step-by-Step Guide Using Open-Source Tools

How to Build Your Own AI Writing Assistant- Step-by-Step Guide Using Open-Source Tools

“The best way to predict the future is to invent it.” – Alan Kay Why Build Your Own AI Writing Assistant? Let me say it outright: if you still think AI writing tools are just for big companies, you’re selling yourself short. Yes, the big players – Jasper, Copy.ai, even ChatGPT Plus – are slick. … Read more

15 Innovative Python Automation Scripts to Supercharge Your Daily Workflow

python script to automate

Automation saves time, reduces errors, and frees your creativity for bigger challenges. Inspired by classic automation ideas, here’s a curated set of new and improved Python scripts crafted to tackle practical tasks in fresh ways — perfect for developers, marketers, and creators like you. 1. Clipboard History Tracker with Search Keep a searchable archive of … Read more

Best Grok Imagine Prompts for Images & Videos (Ready-to-Use Examples)

how to prompt grok imagine

Looking for ready-to-use Grok Imagine prompts to generate images or turn images into videos? Below are copy-paste Grok prompts for image generation, image-to-video, cinematic videos, and funny clips. Each prompt is grouped by use case so you can get results instantly – no prompt theory, no trial and error. Copy-Paste Grok Imagine Prompt Examples (Images … Read more