Jarts.io
Jarts.io is a platform built to help businesses become more visible in the age of AI-powered search, tracking how often your brand or product is mentioned in AI-generated answers and showing you what’s missing in your content strategy. It simulates realistic discovery prompts based on your customer personas, processes them through AI search engines like ChatGPT and Perplexity, and presents you with metrics like text mentions, source coverage and brand visibility. You can see how you compare to competitors in terms of brand visibility, what content topics, FAQs or sources you should create or improve, and where to publish to capture AI-driven discovery. The system surfaces the domains and URLs most frequently cited by AI models, so you know which outlets or content types carry weight in AI responses. Unlike traditional SEO tools, Jarts.io focuses on optimizing for AI-driven discovery rather than just keyword ranks in conventional engines.
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AiRR
AiRR Score is the independent measurement layer for AI search visibility, also known as Answer Engine Optimization (AEO) and Generative Engine Optimization (GEO). AiRR sends thousands of unpersonalized, blank-slate prompts to ChatGPT, Gemini, Claude, and Perplexity and scores brand visibility on the proprietary 4P framework: Perception, Persistence, Presence, and Prestige. The result is a composite 0 to 100 AiRR Score, reported per engine and per persona, never blended. Unlike platforms that both score your brand and sell the optimization, AiRR only measures and never sells the fix, which makes the score a neutral, citable benchmark for boards, investors, and acquirers. Its Persona AiRR Drift metric quantifies how far visibility shifts when measured through a specific ideal customer profile instead of a generic prompt. Founded in 2025 by Steven Perlman, AI Reach Rank Inc. is headquartered in New York.
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SentimentStack
SentimentStack is an AI visibility platform designed to help brands track and improve their presence across major AI engines and search platforms. It monitors how often a brand appears in responses from systems like ChatGPT, Claude, Gemini, Perplexity, and Google. The platform provides real-time insights through metrics such as visibility scores, rankings, and competitive benchmarks. Users can analyze prompt performance and identify where competitors are outperforming them in AI-generated answers. Including a task list to improve your ai visibility, do-it yourself to improve ai visibility or SentimentStack can do it for you. Its knowledge context engine builds a centralized understanding of a brand, including products, personas, and messaging. The platform offers features like citation tracking, content audits, and automated alerts to maintain strong visibility. Overall, SentimentStack helps brands adapt to the growing importance of AI-driven search and discovery.
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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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