Centroid — Semantic Site Map

Centroid

Semantic Site Map

Map

Topics

Report

Opportunities

👋 Live demo. Click any dot, try Color by → Topic, and open the Report and Opportunities tabs. Then map your own site.

Click any page on the map to see its topic, distance from center, and top keywords.

Map your own site

Upload a Screaming Frog crawl export. Centroid embeds every page, finds your topical center, and shows which clusters drift away from it. Method inspired by Dan Hinckley, Go Fish Digital.

Drop your Screaming Frog CSV here

or click to choose a file (Internal: All export)

Advanced

← Back to the demo

Best results: add a page-content extraction (or an embedding column via Screaming Frog custom JS) so clusters are sharp. Without an embedding column, Centroid embeds your pages with Google's Gemini model. Free tier is capped to keep it fast.