Generating Interactive 3D Cluster Plots of Vector Embeddings for SEO
Explore my Colab tool that clusters your blog URLs using OpenAI embeddings, reveals duplicate and off-topic content, and visualizes SEO insights in 3D.
SEO Strategies & Insights
Explore ideas, tips, and frameworks to help you approach search with a clearer strategy. This blog covers SEO fundamentals, on-page optimization, technical SEO, AI integration, and more.
Featured Articles
All Articles
RAG vs. Parametric Knowledge: What's the Difference for SEO?
RAG retrieves live sources, while parametric knowledge comes from training. Learn how each shapes AI search answers and where SEO can influence them.
10 Strategies That Actually Impact Brand Visibility in LLMs (With Data & Sources)
Learn 10 data-backed strategies to improve brand visibility in AI search tools like ChatGPT, Perplexity, and Google AI Overviews.
Off-Page SEO for Brand Visibility in AI Search
AI search is changing SEO. Learn how to build off-page signals, brand mentions, and entity associations to shape your brand’s presence in AI results.
You Can't Fake EEAT, But You Should Still Show It
Many people misread John Mueller’s comment on EEAT. Learn why showing real authority and expertise still matters, even if it's not a ranking factor.
Generating Interactive 3D Cluster Plots of Vector Embeddings for SEO
Explore my Colab tool that clusters your blog URLs using OpenAI embeddings, reveals duplicate and off-topic content, and visualizes SEO insights in 3D.
I Built a Content Comparison Tool Powered by Google Cloud Natural Language API
Learn to go beyond keyword research and create content that aligns with how modern search engines and large language models understand meaning.
Why You Shouldn’t Care So Much About Clicks in AI Search
AI tools like ChatGPT and Google’s AI overviews are changing search. Learn how to stay relevant by focusing on brand presence, not just clicks.
Using Entity Salience to Win in SEO and LLMs
Learn the role of entity salience in SEO, why it's important for building topical authority beyond keyword targeting, and how to use Google's NLP API.
Evaluating & Optimizing Brand Visibility in LLMs
Learn how to evaluate how your brand appears in LLMs. Track visibility, framing, and competitor presence to stay ahead in AI-driven search results.