# Show HN: Lens AI – generate your JSON-LD files and keep them up-to-date > Source: > Published: 2026-08-23 00:09:42+00:00 ### AI Search Visibility Stop tracking what AI gets wrong about you. Fix it at the source. [Learn more](/features/aeo) Your knowledge lives in ten places, none of them agree, and every AI tool (theirs or yours) inherits the mess. **Lens AI** is the fix underneath all of it. Connect it once. Every AI tool that talks about you says the same, current, correct thing. ChatGPT, Gemini, Perplexity, your chatbot, your help widget, your sales reps, every one of them is answering questions about your business right now, from whatever version of the truth they happen to have. Lens AI is what all of them pull from. Works with your favourite tools Your knowledge already exists. It's just scattered, stale, and inconsistent by the time anything (human or AI) goes looking for it. Stop tracking what AI gets wrong about you. Fix it at the source. Give every customer the same true answer, whether they ask your bot, your docs, or your rep. Turn your website into a rep that never sleeps and never gets a fact wrong. New hires get real answers on day one; not "let me ask around and get back to you." Connect your sources, stay current automatically, and show up wherever needed. Simple, transparent pricing that grows with you. Free forever plan. Our most popular plan for small teams. FEATURES Everything you need to build your first knowledge layer. Advanced features and reporting. FEATURES Everything in Starter, with room to scale. Everything you need to know about the product and billing. Can't find the answer you're looking for? Please [chat to our friendly team](/onboarding). Lens AI is a knowledge layer for your business. Connect your current content once, and it becomes the source that AI engines, your own assistants, your website, and your team all pull from. A chatbot is one destination. Lens AI keeps the underlying knowledge current and makes it available across every destination where people ask about your business. Lens AI supports your website, embedded assistants, internal teams, and the AI engines that customers already use. No. You can start with your published website, documents, help center, or any combination of sources you already have. No. Your content is used to answer questions for your business, not to train external AI models. Most teams can connect their first source and create an assistant in a few minutes. Start with the highest-volume source or customer touchpoint. You can connect the rest as your knowledge layer grows. Try Lens AI today. It is free to get started. No credit card required.