Traditional SEO doesn't tell you whether ChatGPT recommends your products. VISNIB does. Paste a product URL and instantly see how AI search engines — ChatGPT, Google AI Overview, Perplexity, Gemini — understand your store. Discover semantic gaps, track AI citations, and generate AI-ready content in one click. Built for Shopify, WooCommerce, and DTC brands entering the AI search era.
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Maker
📌
Hey Product Hunt 👋
A few months ago I noticed something weird: a brand I worked with was ranking #1 on Google for their main keywords — but when I asked ChatGPT to recommend products in that category, they weren't mentioned at all. Not once.
Turns out the rules of search are quietly changing. AI engines like ChatGPT, Perplexity, and Google AI Overview don't just crawl product pages — they pull from comparisons, FAQs, and discussion-style content. Most ecommerce stores have none of that.
So we built VISNIB. Paste a product URL, and it shows you:
– How visible you are across ChatGPT, Perplexity, AI Overview, and Gemini
– Which semantic gaps your competitors are filling and you aren't
– What content to write next (and it can draft it for you)
Would love your feedback — especially from anyone running a Shopify or DTC store. What's been your experience showing up (or not) in AI search results?