{"slug": "show-hn-lens-ai-generate-your-json-ld-files-and-keep-them-up-to-date", "title": "Show HN: Lens AI – generate your JSON-LD files and keep them up-to-date", "summary": "Lens AI, a new knowledge-layer platform launched on Hacker News, generates and maintains JSON-LD structured data to ensure AI tools like ChatGPT, Gemini, and Perplexity provide consistent, accurate information about a business. The product connects to existing content sources and offers a free forever plan, with paid tiers for scaling teams.", "body_md": "### AI Search Visibility\n\nStop tracking what AI gets wrong about you. Fix it at the source.\n\n[Learn more](/features/aeo)\n\nYour 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.\n\nChatGPT, 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.\n\nLens AI is what all of them pull from.\n\nWorks with your favourite tools\n\nYour knowledge already exists. It's just scattered, stale, and inconsistent by the time anything (human or AI) goes looking for it.\n\nStop tracking what AI gets wrong about you. Fix it at the source.\n\nGive every customer the same true answer, whether they ask your bot, your docs, or your rep.\n\nTurn your website into a rep that never sleeps and never gets a fact wrong.\n\nNew hires get real answers on day one; not \"let me ask around and get back to you.\"\n\nConnect your sources, stay current automatically, and show up wherever needed.\n\nSimple, transparent pricing that grows with you. Free forever plan.\n\nOur most popular plan for small teams.\n\nFEATURES\n\nEverything you need to build your first knowledge layer.\n\nAdvanced features and reporting.\n\nFEATURES\n\nEverything in Starter, with room to scale.\n\nEverything 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).\n\nLens 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.\n\nA chatbot is one destination. Lens AI keeps the underlying knowledge current and makes it available across every destination where people ask about your business.\n\nLens AI supports your website, embedded assistants, internal teams, and the AI engines that customers already use.\n\nNo. You can start with your published website, documents, help center, or any combination of sources you already have.\n\nNo. Your content is used to answer questions for your business, not to train external AI models.\n\nMost teams can connect their first source and create an assistant in a few minutes.\n\nStart with the highest-volume source or customer touchpoint. You can connect the rest as your knowledge layer grows.\n\nTry Lens AI today. It is free to get started. No credit card required.", "url": "https://wpnews.pro/news/show-hn-lens-ai-generate-your-json-ld-files-and-keep-them-up-to-date", "canonical_source": "https://knowledgelens.ai/", "published_at": "2026-08-23 00:09:42+00:00", "updated_at": "2026-08-23 00:43:49.874655+00:00", "lang": "en", "topics": ["ai-products", "ai-tools", "generative-ai"], "entities": ["Lens AI", "ChatGPT", "Gemini", "Perplexity"], "alternates": {"html": "https://wpnews.pro/news/show-hn-lens-ai-generate-your-json-ld-files-and-keep-them-up-to-date", "markdown": "https://wpnews.pro/news/show-hn-lens-ai-generate-your-json-ld-files-and-keep-them-up-to-date.md", "text": "https://wpnews.pro/news/show-hn-lens-ai-generate-your-json-ld-files-and-keep-them-up-to-date.txt", "jsonld": "https://wpnews.pro/news/show-hn-lens-ai-generate-your-json-ld-files-and-keep-them-up-to-date.jsonld"}}