Alternatives
Products that do what Mentha does
Open-source AI visibility analytics for your brand
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Prompt analytics and citation mapping for AI search
Jul 2026 · search-console.ai
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Check how ChatGPT, Gemini and Claude talk about your brand
Jul 2026 · aivisibility.pro
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Swirl is the Open-Source Platform for Enterprise Search with AI (LLMs and GPT). Swirl can connect to many data sources and provide search functionality. If your product has an API then it can be searched with Swirl. Like, SQL Databases, NoSQL, Slack, Google Bard, Open AI, Huggingface, Spacy, Teams, Outlook, Calendar, ApaceSolr, etc. All the search providers, and all the data siloes. It can then use Chat GPT or any other LLM to perform RAG(Retrieval Augmentated Generation) on your content.
2023 · github.com
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LLMRank▲6Know what AI says about you before your customers ask it
Jul 2026 · llmrank.getcleanroom.xyz
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