Cited - GEO ยท Generative Engine Optimization

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Cited scores how often generative engines recommend your brand, who gets recommended instead, and what to fix. Free GEO audit, no sign-up.

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Hey Product Hunt! ๐Ÿ‘‹ I'm Otavio, and I built Cited to solve a problem I was constantly running into. As search habits shift from Google to AI engines like ChatGPT, Perplexity, and Gemini, traditional SEO tools just don't tell us if our products are actually being recommended in generative responses. I wanted a quick, frictionless way to answer one simple question: "Does AI know my brand exists?" What Cited does in 15 seconds: ๐Ÿ” Queries multiple LLMs (Llama, DeepSeek, Qwen) in real time simulating buyer prompts. ๐Ÿ“Š Gives you an instant AI Visibility Score and Share of Voice vs. competitors. ๐Ÿš€ Zero friction: No forced email wall, no sign-up required to get your full report. It's running on Cloudflare Workers and open-source models to keep costs at zero during this testing phase. I'd love to get your thoughts, feedback, and critiques! Try running your product through it and let me know if the results match your expectations. What features would make this even more useful for your workflow?