Lettertrace
Lettertrace is an open source AI visibility monitoring platform that measures how often Claude, ChatGPT, Gemini, and Google AI Overviews mention and recommend a brand. Users add the topics their buyers ask about, and the platform automatically generates natural prompt variations to monitor how AI assistants actually answer those questions. Every run becomes a datapoint, allowing teams to track visibility, prominence, sentiment, and share of voice per topic and model over time. Competitor benchmarking shows how often rival brands appear, which companies AI models recommend, and how a brand performs against each competitor. Reports turn raw AI answers into the metrics AEO and GEO teams need, including brand visibility, share of voice, sentiment, recommendations, and competitive performance. Scheduled monitoring can run daily or weekly to build actionable trend lines, while multi-model analysis makes it possible to compare results across answer engines side by side.
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RHM Digital
RHM Digital is an AI visibility platform that helps businesses understand and improve how they appear across AI search engines like ChatGPT, Claude, Gemini and Perplexity. The platform automatically generates relevant prompts, monitors brand mentions, rankings, sentiment and Share of Voice, tracks competitors, identifies content gaps, performs AI-ready SEO and GEO audits, and provides prioritized action plans to increase AI visibility. Businesses gain continuous insight into how AI models perceive their brand and receive practical recommendations to become cited and recommended more often.
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Gumshoe AI
Gumshoe AI is a platform designed to help brands monitor and enhance their presence in AI-generated search results across leading models like ChatGPT, Google Gemini, Claude, and Perplexity. It offers features such as Brand Visibility, allowing users to learn how often their brand is mentioned across relevant topics in AI search; Competitive Rank, to see how they stack up against competitors across topics and models; Persona Visibility, to assess performance across different buyer personas; Topic Visibility, to evaluate performance across a broad set of topic areas; Model Visibility, to understand which models mention their brand the most; and Cited Sources, to view top cited sources by AI models, informing content strategy. Gumshoe's platform generates thousands of conversations with AI models, enabling marketers to see exactly how their brands are presented and what sources are cited, compare their standing against competitors, and track their "share of LLM".
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Diploria AI
Diploria AI is an AI visibility platform that tracks, analyzes and optimizes how brands are mentioned and recommended by ChatGPT, Claude, Gemini, Perplexity, Grok, Copilot and other AI engines, benchmarking you against competitors to win more AI recommendations.
Track - Runs prompts through live APIs on major AI engines plus Google AI Mode/Overviews, storing every real response, on a schedule you choose.
Analyze - A 0-100 Visibility Score benchmarks how often your brand appears in AI answers, weighted across prompts, engines and locations. Track sentiment, benchmark competitors, simulate markets.
Optimize - The AI Readiness Scan audits any URL out of 100 across five pillars, delivering a prioritized checklist.
Connect Google Analytics 4 to see real AI referral traffic from ChatGPT, Perplexity, Claude, Gemini and other sources.
Built for brands and agencies: manage client brands, export reports, invite your team with role-based access. Free plan available/no card required
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