I build a free topical authority map generator for blog
Topical map generator with live SERP data, but crowded SEO tooling space (Ahrefs, SE Ranking, Semrush).

Combines site analysis with live SERP data, but Surfer, Clearscope already do this.
Content marketers, SEO strategists, bloggers building topical authority
Surfer SEO · Clearscope · SEMrush Topic Research
Topical map generator with live SERP data, but crowded SEO tooling space (Ahrefs, SE Ranking, Semrush).
Yet another SEO analyzer competing with Ahrefs and SEMrush without clear differentiation.
It turns live SERPs into actionable outlines — headings, per-section word counts, intent classification and content-gap bullets that writers can use immediately. The UI makes the core workflow obvious and fast, but it reads as a tactical add-on to established SEO suites: no backlink or authority signals, unclear export/API options, and potential scraping/captcha limits could blunt its value at scale.
Self-hostable alternative to closed AI visibility SaaS, but limited by 1-workspace open-source cap.
Real-time PBR map generation in browser—but xNormal and Substance Designer already own this space.
Automates EU AI Act Annex IV dossiers by parsing your Python codebase for evidence.