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PhantomRank

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PhantomRank is an AI Search Visibility and Generative Engine Optimization (GEO) intelligence platform. The platform measures, benchmarks, and diagnoses how brands, products, and competitors appear in answers generated by frontier AI models, including ChatGPT, Perplexity, Claude, Gemini, and Microsoft Copilot. Unlike traditional rank trackers that rely on static keyword lists or opaque scoring algorithms, PhantomRank operates on a human-in-the-loop methodology. Users retain total control over the entire benchmarking process, allowing them to inspect, edit, and approve every company detail, competitor set, buyer persona, and prompt before any execution occurs. Core Functionality: - Grounded Footprint & Competitor Discovery: Automatically crawls your digital assets to extract verified product capabilities, value propositions, and pricing structures. It identifies direct competitors using neural concept matching and verifies whether your domain is ingested in AI pre-training archives. - Interactive Footprint Governance: Provides a fully editable review space where users can refine extracted company facts, add or remove competitors, and adjust positioning parameters to ensure the system accurately reflects their business before running scans. - Buyer Journey & Prompt Lineage: Synthesizes authentic buyer personas and information needs across Awareness, Evaluation, and Decision purchasing stages. It formulates comparative, real-world prompts with complete user editability, letting you add, tweak, or discard queries before spending compute budget. - Multi-Engine Execution: Runs curated prompt sets simultaneously across major conversational AI models (30+) to capture real-time recommendation behavior. - Visibility Intelligence & Source Gap Analysis: Delivers metrics on AI Share of Voice (SoV), win/loss recommendation rates, and positioning sentiment. It maps the exact third-party domains (review platforms, media sites, forums) AI engines pull from to synthesize answers, generating an actionable roadmap of properties to target for optimization.

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