Element to LLM - DOM Capture for AI

Capture DOM elements with full context for AI debugging and analysis

Raw HTML is bloated. Screenshots burn tokens. Accessibility trees miss the visual context. Element to LLM solves the "context window" problem by instantly converting any web interface into SiFR v2 (Semantic Information for Representation) — a highly optimized, token-efficient JSON format that LLMs actually understand. 🚀 WHY THIS IS DIFFERENT (The SiFR v2 Engine) Unlike basic scrapers that dump blind code, our proprietary SiFR engine acts like a pre-processor for your AI: Layout Block Summarization: The Killer Feature. We generate a high-level "map" of the page grid (Header, Sidebar, Main Content) before describing the elements. Your AI understands the page skeleton instantly. Adaptive Complexity Thresholds: Whether it's a simple blog or a complex React dashboard, our engine dynamically adjusts capture density. We optimize the signal-to-noise ratio in real-time to fit your token budget. Spatial Clustering: We map how elements relate to each other in 2D space. Your LLM knows the "Buy" button is inside the "Card" and below the "Price" — without seeing a single pixel. Visual Salience Detection: We calculate what’s actually important on the screen (High/Med/Low priority) so your AI focuses on the content, not the container. 🔥 KILLER FEATURES FOR DEVELOPERS Zero Hallucinations: Give Claude, GPT-4, or Gemini the exact runtime state of the DOM. No more "I can't see the style" excuses. Slash Token Costs: Reduce payload size by up to 90% compared to raw HTML dumps. Fit entire complex interfaces into a single prompt. 1-Click Context: Capture computed styles, visibility states, and hierarchy instantly. 🛠 USE CASES Debug Faster: Paste the JSON → AI finds the z-index issue or layout shift immediately. Write Tests (QA): Generate Cypress/Playwright selectors that actually work because the AI understands the DOM structure. Clone Designs: Turn any UI component into clean Tailwind/React code in seconds. 🔒 PRIVACY FIRST Local Execution: All processing happens in your browser. Zero Exfiltration: We don't see your data. Your prompts stay yours. Transparency: No hidden scripts. Key features ✅ Token-efficient (Adaptive salience means no bloated page dumps) ✅ Layout-aware (AI sees the "Summary" blocks first) ✅ Pipeline-ready (Strict sifr-v2.5 version schema for stable automation) ✅ Privacy-safe (Everything stays local) ✅ Universal (Works on Chrome, Arc, Brave, Edge) Stop guessing. Start building. Give your AI the structured vision it deserves.