OpenChat: React Demo for an AI Search Visibility Dashboard

LinkAnandDemo

OpenChat presents a product-style React demo interface designed for tracking brand visibility across generative search engines. It displays citation metrics, share-of-voice data across answer engines, and tactical content actions.

Key points

  1. Interactive SaaS dashboard tracking brand presence across ChatGPT, Perplexity, Gemini, and Claude.
  2. Monitors metrics including AI visibility rate, citation share, community reply opportunities, and content gaps.
  3. Includes UI components such as spotlight search, segmented date controls, prompt gap tables, and action checklists.
  4. Frontend animations support reduced-motion accessibility preferences.

Why it matters

As user discovery shifts toward AI-driven answer engines, founders and marketers require new UI paradigms to manage citations and brand mentions. This demo illustrates how to present GEO and citation health workflows within a modern React application.

Analysis

The project demonstrates practical UI patterns for Generative Engine Optimization (GEO) dashboards. By integrating command shortcuts, competitor tracking, and prioritized prompt gap tables, it serves as a design reference for monitoring visibility across multiple LLM-based answer engines.

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Summary generated by AI (Gemini 3.8 Flash, 3 October 2026). It may contain errors – the original source is authoritative.

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