AI Content Perception & GEO Forensic ToolAnalyze how Large Language Models (LLMs) perceive your content. Audit Information Density and Semantic Authority to improve your visibility in AI-generated search results (GEO). Upload a file for forensic audit Extract from URL Analyze Local Document Accepted: .txt, .md, .html, .csv Content Audit AreaWaiting for content input... What is Generative Engine Optimization (GEO)?As AI search engines like Perplexity, Gemini, and ChatGPT replace traditional link lists, SEO is evolving into Generative Engine Optimization (GEO). Our auditor simulates the cognitive parsing process of these engines. By maintaining a high Fact-to-Fluff ratio, your content is significantly more likely to be cited as a primary source in AI responses. AI Semantic ChunkingLLMs process data in "windows" or chunks. This view visualizes how your text is segmented. For optimal GEO, each chunk should contain Semantic Anchors to prevent "Context Drift." Citation Probability MapOur predictive model flags sentences with high Trust Signals. Engines prioritize content that pairs entities with hard stats or direct quotes for citations. Strict Privacy: Zero-TransmissionIn line with forensic security standards, this tool operates 100% client-side. No content is ever sent to our servers. Forensic Source AuditingExtract text from live URLs with HTTP status verification or upload local files (.txt, .md, .html, .csv). CategoryAIGEOAuditorSEOWebmaster Bookmark this tool
What is Generative Engine Optimization (GEO)?As AI search engines like Perplexity, Gemini, and ChatGPT replace traditional link lists, SEO is evolving into Generative Engine Optimization (GEO). Our auditor simulates the cognitive parsing process of these engines. By maintaining a high Fact-to-Fluff ratio, your content is significantly more likely to be cited as a primary source in AI responses. AI Semantic ChunkingLLMs process data in "windows" or chunks. This view visualizes how your text is segmented. For optimal GEO, each chunk should contain Semantic Anchors to prevent "Context Drift." Citation Probability MapOur predictive model flags sentences with high Trust Signals. Engines prioritize content that pairs entities with hard stats or direct quotes for citations. Strict Privacy: Zero-TransmissionIn line with forensic security standards, this tool operates 100% client-side. No content is ever sent to our servers. Forensic Source AuditingExtract text from live URLs with HTTP status verification or upload local files (.txt, .md, .html, .csv).
