Why does AI recommend them, not you?
Enter your product and the category buyers ask AI about. We decode why the AI recommends who it does — and hand you the exact playbook to get in. No signup.
Honest answers, before you try it
Quick questions everyone asks. No fine-print games.
What does the decoder actually do?
It asks every leading AI model your category question, reads who they recommend, then reverse-engineers why — the listicles, phrases and community footprint that made those products citable — and hands you a concrete playbook to get your product in too.How is this different from the free AI visibility check?
The check tells you if you’re named. The decoder tells you why your competitors are and what to do about it — the reasons behind the recommendation, not just the score.Is it free?
Yes — 2 free decodes per day per visitor, no account, no card. Want it to run automatically and have us publish the pages for you? That's what the paid plans and featured listings are for.Which AI models does it ask?
Up to four in parallel — Google Gemini, Mistral, Groq's Llama-3.3, and Alibaba's Qwen — plus a live Google search for the 'best [category]' lists those models read.I build with AI / I'm a vibe coder — does this help me?
That's exactly who it's for. You shipped a great product but you're invisible in AI answers and can't justify $129/mo SEO suites. This shows you the cheap, concrete way to get recommended.
Still wondering? DM me on X — how it works covers the rest.