... scores (Generative Engine Optimization) No significant correlation The counterintuitive finding: Optimizing directly for AI visibility (GEO) showed zero correlation with actual discovery rates. What worked instead: Build the SEO foundation first. Community signals second. LLM visibility follows. Finding #3: Discourse Broadening Wins An ESMT Berlin study of 9,746 Product Hunt launches revealed something fascinating. The concept: "Discourse

... layer around news, opinion, and evolving public debate. We re still refining of course, but getting ready for Alpha/Beta testers. In the meantime, I'm genuinely interested in connecting with people who care about the future of information and discourse. If that resonates, I d love to hear your thoughts. To be super accurate, I m here to connect with people interested in: News and media transparency Public discourse