How I built a semantic scoring algorithm for internal links across >200 pages

📰 Dev.to · Serhii Kalyna

Learn how to build a semantic scoring algorithm for internal links across multiple pages, improving website navigation and user experience

intermediate Published 7 Apr 2026
Action Steps
  1. Build a graph data structure to represent page relationships
  2. Run a semantic similarity algorithm to score internal links
  3. Configure a threshold for link relevance
  4. Test the algorithm with a sample dataset
  5. Apply the scoring algorithm to your website's internal links
Who Needs to Know This

Developers and SEO specialists can benefit from this technique to enhance website structure and content discovery

Key Insight

💡 Semantic scoring can help prioritize relevant internal links, enhancing user experience and website navigation

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🚀 Improve your website's internal linking with a semantic scoring algorithm! 📈

Key Takeaways

Learn how to build a semantic scoring algorithm for internal links across multiple pages, improving website navigation and user experience

Full Article

Last week I wrote about why I added internal linking to my image converter. This is the technical...
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