Mentha is an AEO/GEO platform that audits, measures, and optimizes how conversational AIs talk about your brand. It doesn't do traditional SEO. It doesn't generate "SEO content". It controls your brand narrative across the new AI frontiers: ChatGPT, Claude, Perplexity, and Gemini.
git clone https://github.com/beenruuu/Mentha.gitMentha is the first open-source Answer Engine Optimization (AEO) platform designed to track how conversational AI systems mention and recommend your brand. Unlike traditional SEO tools built for search engines, Mentha uses real browser automation to capture how ChatGPT, Claude, Perplexity, and Gemini discuss your brand, then evaluates results using an LLM-as-Judge system. The platform measures Share of Voice against competitors, analyzes sentiment, tracks citations, identifies hallucinations, and extracts knowledge graphs from AI responses. It helps marketing teams monitor brand visibility across the new AI frontier, discover link opportunities from AI citations, and optimize their brand narrative where 500M+ users now get answers daily.
Sign in and complete the onboarding wizard to create your brand profile and select keywords. Mentha automatically triggers scans that use real Firefox browser automation to submit your keywords to each AI engine and capture responses. View real-time results in the dashboard, which displays Share of Voice, sentiment scores, competitor intelligence, and extracted entities. Use the CLI or export features to integrate data into your workflow.
Monitor how ChatGPT, Claude, Perplexity, and Gemini mention your brand in AI-generated answers
Measure Share of Voice against competitors across multiple AI answer engines
Analyze sentiment and detect negative brand mentions in AI responses
Track citations and sources from AI engines to identify link-building opportunities
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/beenruuu/MenthaCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
Analyze how [COMPANY] is currently represented in conversational AI platforms like ChatGPT, Claude, and Perplexity. Identify key areas where the brand narrative can be improved or optimized. Provide specific recommendations for enhancing brand consistency and messaging across these platforms.
# Brand Narrative Analysis for [COMPANY] ## Current Representation - **Strengths**: [COMPANY] is well-recognized for its [SPECIFIC PRODUCT/SERVICE]. AI platforms consistently highlight its [KEY FEATURE] as a major selling point. - **Weaknesses**: There is a lack of consistency in how [COMPANY]'s mission and values are communicated. Some AI responses emphasize [UNDESIRABLE TRAIT] which could be detrimental to brand perception. ## Recommendations 1. **Enhance Brand Consistency**: Develop a set of key messaging points that emphasize [COMPANY]'s core values and mission. Ensure these points are integrated into AI training data. 2. **Address Negative Perceptions**: Work with AI platforms to correct misinformation about [COMPANY]'s [SPECIFIC ISSUE]. Provide accurate and up-to-date information to improve brand perception. 3. **Leverage Positive Attributes**: Highlight [COMPANY]'s strengths in areas like [SPECIFIC STRENGTH] to build a more positive narrative. ## Next Steps - Collaborate with AI platform providers to implement these changes. - Monitor AI responses regularly to ensure consistency and accuracy.
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