Ansvisor
Ansvisor is an open-source, cloud-ready AI Visibility and AI Search Optimization platform that helps brands monitor and improve their visibility across AI-powered search and answer engines such as ChatGPT, Gemini, Claude, Perplexity, Google AI Mode, Google AI Overviews, Grok, and Microsoft Copilot.
The platform tracks AI mentions, citations, prompts, sentiment, competitor visibility, share of voice, and AI-driven traffic in real time. Ansvisor also provides AI-ready content optimization, prompt analytics, citation intelligence, and conversational search insights designed for AEO (Answer Engine Optimization) and GEO (Generative Engine Optimization) strategies.
Built under the MIT license, Ansvisor is self-hostable, customizable, developer-friendly, and designed for SEO teams, agencies, marketers, startups, and enterprises preparing for the future of AI-powered discovery and conversational search.
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AIclicks
AIclicks is a GEO platform that helps brands get cited in AI-generated answers, including ChatGPT, Perplexity, Gemini, Claude, Grok, DeepSeek, Meta AI, and Google AI Overviews.
At its core, AIclicks works by analyzing 120M+ real AI conversations to uncover the questions buyers ask when looking for solutions in your market. It then measures how visible your brand is across those questions, identifies which competitors are winning citations you should be getting, and pinpoints the third-party sources fueling their visibility.
The platform goes beyond reporting. Each finding comes with a direct path forward. AI agents produce optimized content in 100+ languages to target high-value prompt gaps, while weekly dashboards keep share of voice, sentiment, and citation trends in clear view.
Over 1500 brands and 400 agencies across SaaS, B2B, and e-commerce rely on AIclicks.
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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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Reaudit
Reaudit is the AI Agent Visibility, GEO and revenue-attribution platform for the agentic era, where AI agents discover brands before humans do.
When buyers ask ChatGPT, Claude, Perplexity, Gemini or Copilot to find a product or run a comparison, Reaudit makes sure your brand is the one the agent surfaces and cites. Track mentions, sentiment, citations and competitor positioning across 11 AI engines, including the hidden "fanout" queries ChatGPT runs internally. Generate GEO-scored content (blogs, FAQs, social, video) in 10+ languages and publish to every CMS and social media.
Close the loop with Revenue Attribution: link AI bot crawls and AI referrals to real Stripe revenue via GA4, Cloudflare and first-party tracking.
Reaudit is MCP-native. Our 162-tool MCP server lets Claude, ChatGPT, Cursor and any AI agent operate your entire marketing stack through natural language.
The operating system for brand discoverability in the agentic era.
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