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Limen
See your site the way AI sees it
Your customers ask ChatGPT before they Google. Limen scans your site, shows what AI can and can't understand about your business, and tells you exactly what to fix, in language you don't need an SEO background to follow. Free findings on every scan.
Top comment
Hi Product Hunt 👋 I run a small web agency in Switzerland. Over the past year I kept having the same conversation with clients, sole traders, small shop owners, people who've had a website for a decade. They'd heard that customers were asking ChatGPT for recommendations instead of Googling, and they wanted to know what that meant for them. I couldn't give them a straight answer. The tools that existed were built for SEO agencies, priced for SEO agencies, and written in a language my clients don't speak. Telling someone whose business is plumbing that they need to "optimise for generative retrieval" is not help. It's a way of making them feel stupid for asking. So I built Limen for them. It scans your site and tells you what AI systems can and can't understand about your business. Every finding is written in plain English, with the reason it matters and what to do about it. No dashboard you need training to read. No acronyms you have to look up first. I'd genuinely love to hear what you think, especially if you're one of the people I built this for. Run a scan on your own site and tell me if anything in the results confused you. If it did, that's a bug, and I want to fix it. Robin
About Limen on Product Hunt
“See your site the way AI sees it”
Limen was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #7 on the daily leaderboard. Your customers ask ChatGPT before they Google. Limen scans your site, shows what AI can and can't understand about your business, and tells you exactly what to fix, in language you don't need an SEO background to follow. Free findings on every scan.
On the analytics side, Limen competes within Marketing, SEO and Artificial Intelligence — topics that collectively have 978.4k followers on Product Hunt. The dashboard above tracks how Limen performed against the three products that launched closest to it on the same day.
Who hunted Limen?
Limen was hunted by Robin Bucciarelli. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Limen including community comment highlights and product details, visit the product overview.

