SERP Intelligence

Semantic Clustering

SERP Intelligence analyzes content formats preferred by Google based on SERP data — tells you WHAT KIND of content to create, not just WHAT TOPIC.

SERP Intelligence is the analysis of content formats preferred by Google based on data from the top 10 results. It doesn't just tell you WHAT to write about, but WHAT format of content to create: whether listicles dominate, step-by-step guides, rankings, comparisons, or maybe e-commerce categories? It also analyzes domain types, title patterns, Answer Box presence, videos, and filters.

In the clustering pipeline, SERP Intelligence generates Content Format Recommendations for each CORE cluster. Ignoring Google's preferred format is like bringing a fork to soup — the content may be good, but the format doesn't match the intent.

In practice, before writing an article, check the first 5 results in Google — their format is the pattern you should follow.

Source: AI Semantic SEO Expert, Robert Niechciał (sensai.io)