AI Visibility · retinol serums
Does AI recommend the best retinol serums?
More shoppers now ask an AI assistant — ChatGPT, Claude, Perplexity, Gemini, or Amazon’s Alexa for Shopping — “what are the best retinol serums?” instead of scrolling search results. The AI names a short shortlist of products. If yours isn’t on it, the shopper never discovers it.
Find out where your product stands in retinol serums
We ask five AI engines (incl. Amazon's Alexa for Shopping) the questions shoppers actually ask, and score whether your product is recommended for retinol serums — and which products get named instead. Free, ~90 seconds.
Check my product free →Why AI visibility matters for retinol serums
When a shopper asks for retinol serums like “The Ordinary Retinol”, the assistant synthesises an answer from Amazon reviews, Reddit threads, “best of” listicles, YouTube and structured data — not from your ad spend. Products that are well-cited across those sources get recommended; products that aren’t, don’t. We show you which of the five engines surface your product, at what list-position, and the precise title, bullet, A+ content and structured-data changes to fix it.
Where AI gets its retinol serums recommendations
The sources the five AI engines cite most when recommending retinol serums, from 20 live audits. These are the pages to get your product onto — get cited here and AI is far more likely to recommend you. The top 5 are shown free; we track 40+ for retinol serums.
🔒 30+ more sources AI cites for retinol serums
The full ranked source map — including the niche sites that punch above their weight in retinol serums — comes with your audit, plus which already mention your product.