SEO

7 tools reviewed

7.3
niubigeo Review 2026 — Open-Source AI Brand Visibility Audits: See Whether ChatGPT, Claude and Perplexity Recommend Your Product

niubigeo is an Apache-2.0, self-hosted AI brand visibility auditor (created 2026-09-03, 450+ stars and 33 forks in its first three days) that answers the question every founder is asking in 2026: does ChatGPT, Claude, Gemini or Perplexity actually recommend my product when users ask? You enter a domain, confirm the brand, competitors and customer questions, and niubigeo calls the provider APIs you configure — OpenRouter, OpenAI, Anthropic, Gemini, Perplexity, DeepSeek, or any OpenAI-compatible gateway — then produces a readable report in English or Chinese where every conclusion links back to the underlying AI answer and cited sources. It separates confirmed competitors from loosely related names, flags the questions where your brand is missing, and never hides analysis behind an unexplained score. This review covers the audit flow, the seven supported providers, Docker and CLI usage, the honest boundaries of API-based measurement, and how it compares with commercial platforms like Profound, Otterly.AI, Semrush AI Visibility and Ahrefs Brand Radar.

7.6
open-seo-mcp-skills Review 2026 — Claude Skills That Run SEO on Your Real Search Console, GA4 and Ads Data

open-seo-mcp-skills is a free MIT-licensed pack of eight Claude skills (seo-audit, keyword-research, rank-tracking, competitor-gap, backlink-check, ai-visibility, content-brief, seo-vs-ads) that run SEO directly on your own Google Search Console, GA4 and Google Ads data through the Ryze MCP connector, with DataForSEO wired in for competitor keywords, backlinks and SERPs. No subscription, no markup on API calls, no SERP-scrape estimates: rankings are your real GSC positions and traffic is your real GA4 — including AI referral traffic from ChatGPT, Perplexity, Claude and Gemini. This review covers what each skill does, the data-source architecture, the honest limitations (Ryze workspace dependency, skill quality variance), and how it compares to Semrush, Ahrefs and OpenSEO-style wrappers.