CitoSkeleton

Capture ChatGPT, Gemini, Perplexity, Grok & Claude fan-out, citations & brand mentions. Local-only — nothing leaves your device.

CitoSkeleton is the all-in-one Generative Engine Optimization (GEO) and AI citation auditor. See exactly what AI search engines read, search, cite, and recommend before they generate an answer. Unlike traditional search engines, modern AI models (ChatGPT Search, Google Gemini, Perplexity AI, and xAI Grok) perform multi-step search fan-out, web crawling, and document synthesis behind the scenes. CitoSkeleton intercepts this process live in your browser and presents a complete breakdown of the citation pipeline. 100% Local & Private: No external servers, no tracking, no accounts. Everything runs locally on your machine. ======================================== ✨ CORE CAPABILITIES ======================================== 1. Real-Time Multi-Engine Capture • Automatically monitors ChatGPT, Google Gemini, Perplexity AI, and Grok (grok.com & x.com). • Captures multi-turn follow-up queries, thinking traces, and multi-step reasoning deltas. 2. Search Fan-Out & Sub-Query Analysis • Reveal hidden background queries: See the exact sub-searches the model performed to construct its response. • Trace query progression from the initial user prompt to secondary research queries. 3. Citation & Retrieval Funnel • Distinguish between "Retrieved Sources" (pages the model read) and "Cited Sources" (pages explicitly linked in the answer). • Detect dropped/omitted domains and calculate Grounding Scores. 4. Automated Brand Mentions & Share-of-Voice (SoV) • Identify every company, brand, and product model named in the output. • Smart Hardware & Review Filters: Automatically filters out internal chipsets (Snapdragon, Dimensity, etc.) and tech review portals so only genuine brand entities are ranked. 5. On-Device AI Stance & Sentiment Analysis • Evaluates brand tone (Positive, Neutral, Negative, Recommended) using Chrome's built-in on-device Gemini Nano model, with zero data leaving your device. 6. Side-by-Side Engine Comparison • Test identical prompts across ChatGPT, Gemini, Perplexity, and Grok simultaneously. • Compare differences in source selection, brand preference, and answer positioning. 7. Automated Scheduled Campaigns & Batch Auditing • Schedule recurring GEO prompt runs (Hourly, Daily, Custom pacing). • Pre-flight Authentication Checker: Ensures you are signed into required engines before starting an automated audit. 8. Professional Export Workbooks & PDF Reports • Export multi-tab Excel Workbooks (.xlsx) with full brand matrices, citation funnels, and domain rankings. • Print-ready PDF reports with structured comparison tables and numbered inline superscript footnotes. ======================================== 🔒 PRIVACY & SECURITY FIRST ======================================== • Zero telemetry, zero analytics, zero external API calls. • Captures are stored in local browser IndexedDB storage. • You have complete ownership of your data with one-click export and purge controls.