Unlike web-based tools, installation varies by OS. Here is the quick guide for each platform.
| Feature | What It Does | |---------|---------------| | | Crawls SPAs and JS-heavy sites (React, Angular, Vue) using Chrome Headless. | | Core Web Vitals (CWV) | Collects real-world & lab data for LCP, FID, CLS (requires API key from PageSpeed Insights or CrUX). | | Custom Extraction | Scrape any HTML element via regex, XPath, or CSS path (e.g., prices, schema data). | | Structured Data Testing | Validates JSON-LD, Microdata, RDFa against Google’s guidelines. | | Hreflang Reports | Detects hreflang conflicts, missing return links, or incorrect language codes. | | XPath & CSSPath Search | Advanced search within page elements. | | Google Analytics Integration | Pulls GA4 or UA data into the crawl (e.g., pageviews, bounce rate). | Screaming Frog SEO Spider 12.6
Open Screaming Frog and navigate to the tab. Connect your OpenAI API key. Run a crawl, then select "Get Embeddings." Once the crawl is complete, the software will calculate the cosine similarity between pages, measuring their topical distance. Use the Semantic Content Cluster visualisation to see groups of pages that talk about the same subject. This is a game-changer for building pillar pages and topic clusters. Unlike web-based tools, installation varies by OS
Massive crawl files that previously took minutes to load could now be opened almost instantly. Pricing & Access Free Version: | | Core Web Vitals (CWV) | Collects