Comprehensive SERP Data

This dataset contains 14,465 search results collected from Google (5,895) and Bing (8,570), across 500 diverse queries.Each record includes ranking metadata, technical features (Lighthouse scores), and content features (query matching, semantics, word count).HighlightsEngines: Google & BingQueries: 500, covering e-commerce, services, information, and local searchFeatures: 20 technical & content attributes (performance, accessibility, SEO, semantic similarity, etc.)Ranking Tiers: High (1-5), Medium (6-10), Low (11-20)Clusters: 6 groups of ranking profiles (K-means)Research Use CasesSearch engine ranking algorithm analysisCross-engine comparison (Google vs Bing)Feature importance for SEO & accessibility