When people ask ChatGPT, Claude, Gemini, or Perplexity for a recommendation, they get answers from a handful of businesses. Limen reads your site the way those AI assistantsAnswer Engine: A tool that responds to a question with a direct answer instead of a list of links to click — like ChatGPT, Perplexity, or the AI summaries now sitting at the top of Google. Read the full entry in the glossary.Answer EngineA tool that responds to a question with a direct answer instead of a list of links to click — like ChatGPT, Perplexity, or the AI summaries now sitting at the top of Google.Read full entry do, checking whether they can read it, understand what you do, and trust what you say, then gives you plain-language fixes.
No developer and no agency needed.
Free scan. Full analysis — and Janus, your guide — from $29/month. Cancel anytime.
Hover any step to see what the AI is actually weighing.
Start with the free report to see where you stand. If you have questions, ask Janus, our extraordinary resident AI guide, and control every aspect of your website on your dashboard.
4 to fix. 16 already passing.
The fix. Say plainly in your first line what you offer, and where — that’s the sentence an AI can lift and quote.
The fix. Paste one prepared snippet into your page — your full report writes it for your business, ready to copy.
The fix. Retitle the page with what you do and where — “Welcome” tells a machine nothing.
Heading structure · Image descriptions · Services readable as text
Visible freshness · Reviews machines can read · Signs of life
Location in page text · Contact details · Canonical address tag · Social preview card · Page title & description · Machine labels beyond the basics · Business schema (JSON-LD) · Meaningful page title
AI crawler access · Content without JavaScript · One secure front door (HTTPS) · A map of your pages · Page speed & weight · llms.txt guidance file
Passing checks in grey, findings in red.
Limen showed me what information was self-evident to me but not communicated clearly enough on my website. That led to concrete improvements. The scan doesn't think for me, but it gets me thinking.
The Limen Glossary contains a vast and relevant set of terms explaining AEO/GEO in detail. Each term has a quiz, which upon successful completion earns you XPs and titles. Learn by playing and having fun.
Janus — once the Roman god of doorways, now Limen’s resident guide — lives in your dashboard. He reads your scan the way you’d want a patient expert to: every finding, every score, in plain words.
He’s already here — the dark tab on the right edge of this page. Anyone can ask the common questions, free. Subscribers get the full Janus: their own scan, their own questions.
Every day, people ask AI questions like theseConversational Query: A question asked of a machine the way you would ask a person — a full sentence with context and all — rather than the two or three keywords search engines trained us to type. Read the full entry in the glossary.Conversational QueryA question asked of a machine the way you would ask a person — a full sentence with context and all — rather than the two or three keywords search engines trained us to type.Read full entry — and the businesses in the answers get the customers. Limen shows you what’s keeping your name out of them, and how to change it.
Show me what AI sees
Limen is built by Robin Bucciarelli, its solo founder. He runs Temu, a web agency in Zurich, and has spent most of his working life building websites for small businesses — until the machines started reading them instead of people.
He works with Janus, Limen’s resident guide, and the rest of the AI co-workers. One human, then. The others are software, and they know it.
Check out your personal dashboard, have a chat with Janus, and start your journey into AI visibility.