David's Mini-Tool Collection

In this post I collect interesting mini-tools for SEO/GEO:

Last updated: 27.02.2026

Category	Tool	Description	Tech Stack	Creator
Internal linking	ONE Link Intelligence https://one-link-intelligence.streamlit.app/	Calculates scores based on Screaming Frog + Embeddings Crawl	Streamlit App numpy/FAISS	Kremer (ONE)
Content Analyzer	ONE Semantic Content Map https://onebeyondsearch-content-cluster-visualizer.streamlit.app/	Identify Content Cluster and Outlier based on Screaming Frog + Embeddings Crawl	Streamlit App blockweis, FAISS, K-Means, DBScan, t-SNE	Kremer (ONE)
Off-Page Authority	CC Rank Checker https://webgraph.metehan.ai/	Retrieves authority scores from Common Crawl data for a set of domains	tbd	Metehan
LLM Brand Associations	AI & LLM Brand Checker https://metehan.ai/ai-llm-brand-checker-tool/	Checks whether a brand is known and with which keywords/topics it is associated	ChatGPT 4o + Deepseek	Metehan
Technical Crawlability	AI & SEO Bot Crawlability Tester https://bot.dejan.ai/	Checks whether a domain is accessible by 147 different AI/SEO Bots		Ranger (DEJAN)
Content Optimizatin	Cosine Similarity Checker https://onebeyondsearch.com/tools/cosine-similarity	Compare the Cosine Similarity of two texts vs. a prompt or query	tbd	ONE
Content Analyzer	Knowledge Graph / Topic Cluster Extractor https://github.com/metehan777/entity-topic-cluster https://www.linkedin.com/posts/metehanyesilyurt_im-working-on-a-new-mini-seoaeo-tool-activity-7432497691407933440-zQTM/	What it does: → Extracts entities from your titles & meta descriptions → Resolves them to Wikidata IDs → Maps semantic similarities between entities → Visualizes topic clusters → JSON export for your favorite LLM	Local Chrome Extension	Metehan