Hi Product Hunt 👋 I'm Benny, founder of Macronimous (a web dev + SEO agency running since 2002). I built this tool because we kept getting the same question from clients: "Can ChatGPT and Perplexity actually read our site?" Most AEO tools answer that question dishonestly — they flag every checkbox as "must-fix" and gate the score behind an email wall. We took a different approach: ✅ Honest tiering — Tier 1 = infrastructure with a causal effect on AI readability. Tier 2 = industry convention (helpful but not proven to influence AI citations). We don't pretend best practices are guarantees. ✅ Human-first framing — every recommendation explains the human benefit first. AI engines benefit because humans do. The strongest sites for AEO are the strongest sites for humans. ✅ Auto-detects content vs. e-commerce pages and runs the right 18 (or 22 for e-com on Shopify/WooCommerce/Magento/PrestaShop) checks. ✅ No signup, no email, no data stored. Your URL stays in your browser. What it does NOT do: guarantee citations. Nobody can — AI engines are probabilistic systems that return different answers to different users. What we can do is check whether the foundations are in place. Would love your feedback — especially edge cases I haven't covered. What would you want in a v5?

AEO Readiness Checker

The honest AEO tool. Human-first.

The honest AEO tool. Human-first.