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"Understanding Perplexity" matching MCP servers:

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    Open-source CLI + MCP server that asks real AI engines (ChatGPT, Claude, Gemini, Perplexity) real buyer questions and scores whether a brand or its products get recommended (AI visibility / GEO / AEO). Runs locally with your own API keys.
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    Track how your brand appears in AI-generated answers across ChatGPT, Perplexity, and other AI models. Analyze visibility, sentiment, citations, and domain rankings with 31 tools — including analytics reports, chat inspection, query analysis, and full CRUD for brands, prompts, tags, and topics.
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    Enables brand visibility monitoring across major AI platforms like ChatGPT, Claude, Gemini, and Perplexity. It allows users to track visibility scores, analyze competitor data, and receive actionable insights to improve AI-generated brand recommendations.
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    Runs a free Collimer AI-search visibility scan on any website via one tool (collimer_scan). Returns a 0–100 score, confidence interval, the biggest gap, and a branded report URL across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews.
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    Enables AI agents to check brand mentions across AI search surfaces like ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews using natural language queries.
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    SEO + GEO MCP server: live Google Search Console & GA4 data, keyword and page analysis, AI-visibility tracking across ChatGPT, Claude, Gemini & Perplexity, site audit and SEO task management — all from chat.
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    Perplexity for social: ask what competitors are running across social and get answers grounded in real ad and creative data, not guesses.
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    Apache 2.0
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    Free AI citation readiness checker powered by Cited By AI's CPS® framework. Instantly scores any website 0-100 across structured data, meta tags, content quality, technical config, and AI signals. Returns a grade (A-F) and the top issues blocking AI citation in ChatGPT, Claude, Perplexity, Gemini, and Copilot. No auth required.
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    Enables querying Superlines AI visibility analytics data to track brand performance, citations, and competitor insights across AI-powered search engines like ChatGPT, Perplexity, Gemini, and Claude.
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    AEO & GEO strategy agent. Get cited by ChatGPT, Perplexity, Claude, and Google AI Overviews. Delivers schema markup, llms.txt, strategy audits, and progress reports via x402 payments on Base.
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    AI search intelligence + Ahrefs-class SEO suite as 59 MCP tools. Track your brand across ChatGPT, Google AI Overview, Gemini, Claude, and Perplexity with persona-anchored Brand Radar dispatches.
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    MIT
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    Enables AI assistants to scan brand visibility across ChatGPT, Claude, Gemini & Perplexity, analyze website GEO readiness, compare competitors, and get actionable recommendations.
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    Enables AI assistants to monitor and analyze a brand's visibility across ChatGPT, Claude, Perplexity, and Google AI Overviews, providing insights, recommendations, and competitive analysis without switching tabs.
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    MIT