Samvida generates inline FAQs written for agent-to-user queries — not generic marketing copy.
What is llms.txt and why does it matter?+
llms.txt is a standard file at /llms.txt on your domain that AI agents read to understand your business — your services, pricing, team, ICP, and how to transact with you. Without it, agents either hallucinate or skip you entirely.
What does AEO-optimized mean?+
Agent Experience Optimization. Unlike SEO (optimized for search rankings), AEO optimizes for how AI agents parse, summarize, and act on your business information. Samvida writes prose blocks, structured FAQs, and described links — not keyword-stuffed bullets.
What's the human-in-the-loop step?+
When Samvida crawls your site and finds missing information — no pricing page, no ICP definition, no team profiles — it asks you directly via your OpenClaw agent chat. You answer in plain language, and it incorporates your answers into the final file.
Which deployment platforms are supported?+
Cloudflare Workers (fully automated — one command), Webflow (automated via Assets API + Redirects API), and Framer (instructions + file — no external hosting dependency). More platforms coming.
Do I need to run this every time my site changes?+
Only when something meaningful changes — new pricing, new team members, new services. The llms.txt spec doesn't need to be dynamic. Re-run Samvida quarterly or when you ship a major update.
How is Samvida different from writing llms.txt manually?+
Writing it manually takes 2-4 hours and usually misses important signals agents care about (ICP clarity, misconceptions, transaction paths). Samvida crawls everything, fills gaps by asking you, and outputs a spec-compliant file in minutes.