NarrativeAegis: AI Search Visibility Platform

NarrativeAegis™ is an enterprise-grade AI Search Visibility (AISO) and reputation protection platform built for the generative search era. As search engines transition from lists of links to answering queries directly via generative AI summaries (like Google AI Overviews), brands lose visibility and control over their public narrative. NarrativeAegis solves this by providing a comprehensive auditing, benchmarking, and corrective action suite. Using Bright Data's high-performance SERP API, the platform bypasses geo-restrictions to execute multi-market, multi-lingual searches across informational, comparative, and transactional user intents. It extracts raw AI Overview contents, organic results, and citations in parallel. The cognitive layer, powered by Google Gemini 3.1 Flash, analyzes text blocks to compute exact sentiment scores, extract core claims, and evaluate competitor presence. These metrics feed into the proprietary AI Visibility Score (AVS) index, which weights presence rate, sentiment, share of voice, and geographic parity. Crucially, the platform maps cited websites to identify 'Poison Sources'—negative, outdated, or competitor-biased content influencing the AI's response. It ranks these sources using an impact vs. fixability framework and generates a step-by-step Corrective Action Playbook, giving PR and SEO teams clear, actionable strategies to reclaim their brand narrative. NarrativeAegis is wrapped in a premium, glassmorphic dashboard built using Next.js 15, custom HSL styling, and GSAP micro-animations. It operates with a zero-database footprint, utilizing React Context and LocalStorage to synchronize search history dynamically, ensuring high speed, maximum privacy, and seamless local evaluation.