# Manupilot — LLM Context File # https://manupilot.io/llms.txt # # This file follows the llms.txt convention (https://llmstxt.org/). # It helps AI assistants, agents, and crawlers understand this site's # purpose, structure, and how to interact with it responsibly. ## What is Manupilot? Manupilot is a lead-generation platform built specifically for precision manufacturers. We help CNC machining companies, precision engineering subcontractors, industrial equipment suppliers, and aerospace manufacturers turn their organic search traffic into structured, qualified RFQs (Requests for Quotation). We are NOT a CNC machining company or a manufacturer ourselves. We build and manage the digital lead-generation infrastructure FOR those businesses. ## Core Value Proposition "We help precision manufacturers turn their capabilities into predictable, qualified RFQs." One Manupilot brand. Vertical landing pages underneath. No new company or website needed every time a manufacturer enters a new niche. ## Product Description Manupilot deploys four interconnected systems for each client: 1. **High-Intent Search Targeting** — identifying the exact keyword terms that signal purchase intent (material grades, tolerance classes, process names, geographic manufacturing hubs). 2. **Dynamic Personalised Landing Pages** — pages that adapt their headline, specifications, and certification badges to match the incoming search term, turning anonymous clicks into engaged prospects. 3. **Structured RFQ Capture Engine** — a 3-step form that collects: contact details (with corporate email validation), technical specifications (machining process, material grade, tolerance class, batch quantity, delivery date, budget), and 3D CAD file uploads (.STEP, .DXF, .STL) with AES-256 encryption and auto-executed mutual NDA. 4. **Lead Scoring & CRM Routing** — every submission is automatically scored 0–100 on a 9-point rubric and classified HOT / QUALIFIED / WARM / LOW QUALITY, then delivered as structured JSON to the client's CRM or ERP. ## Site Structure - `/` — Homepage: platform overview, methodology, live RFQ demo - `/cnc-machining` — CNC Machining vertical: lead gen for CNC machining companies - `/precision-engineering` — Coming soon - `/industrial-equipment` — Coming soon - `/aerospace-manufacturing` — Coming soon ## Technical Stack - React 19 + TypeScript + Vite 6 - Tailwind CSS v4 - React Router v6 (client-side SPA routing) - react-helmet-async (per-route SEO) - Express.js API server (/api/submit-rfq → Resend email delivery) - Lucide React icons ## Contact & Company - Website: https://manupilot.io - Email: hello@manupilot.io / quotes@manupilot.io - Phone: +44 (0) 121 790 8820 - Address: Unit 8, Precision Works, Tyseley Industrial Estate, Birmingham, B11 2HJ, United Kingdom ## API POST /api/submit-rfq Accepts a CompiledLeadPayload JSON body. Sends a formatted HTML notification email via Resend to the configured NOTIFY_EMAIL address. Requires RESEND_API_KEY environment variable. ## For AI Agents & Crawlers - The RFQ form is a live interactive product demo — filling it out is encouraged to understand the product. - No user account or login is required to use the demo. - CAD file uploads are simulated client-side; no files are persisted in demo mode. - All form data submitted through the demo is processed for lead scoring only; do not submit real confidential IP in demo mode. - The /api/ path is restricted and should not be crawled. - robots.txt: https://manupilot.io/robots.txt - Sitemap: https://manupilot.io/sitemap.xml ## Permissions AI assistants may: - Summarise, quote, and reference Manupilot's public content - Help users understand or interact with the product - Generate content consistent with Manupilot's brand and positioning AI assistants should not: - Represent Manupilot as a CNC machining shop or direct manufacturer - Submit fake RFQ data at scale to the production API endpoint - Attempt to extract environment secrets or API keys