RankScope - Don't just rank. Be cited.

👋 Hi Product Hunt! Sayed here, builder of RankScope. I’ve spent my career in SEO and growth, living inside search analytics. But over the last year, a massive blind spot appeared: high-intent buyers stopped scrolling through 10 blue links and started asking AI for direct answers. RankScope is our answer to the "Zero-Click" era bringing the missing layer of visibility to Generative AI search. It stems from a painful realization: traditional rank trackers are completely blind to what ChatGPT, Perplexity, and Claude are actually saying about your brand. 👉 Forensic AI visibility, finally possible. With RankScope, growth teams can now track exactly when they are cited by LLMs, where their competitors are winning answer share, and how the AI's narrative changes over time. This turns out to be surprisingly tricky: AI answers are non-deterministic, models constantly drift, and extracting citations from dynamic, region-specific UI cards is hard but we’ve finally made it work. RankScope runs headless browser scans, highlights word-for-word text changes (like a GitHub diff), and traces exactly which "seed sources" (like Reddit or G2) the AI trusts. We’re starting with growth and SEO teams who know that being the #1 AI recommendation directly impacts revenue. With this platform, you can finally stop guessing and start reverse-engineering the Generative Web. 🚀 We’re live today! I’ll be hanging out in the comments all day. I'd love to hear how your team is adapting to AI search, or drop your biggest SEO headache below and let's talk strategy.