# Ciela AI Docs > Setup and agent reference for Ciela AI, the per-prospect AI demo platform for AI automation agencies. Every page below is a TechArticle with a stable URL, structured data, and human-written prose. This file is the machine-readable index, point an MCP server, an LLM ingest pipeline, or a doc-search agent at it. Site: https://ciela.ai Docs index: https://ciela.ai/docs Last reviewed: 2026-07 --- ## Agents (who does what) One built-in product agent. - [Demo agent](https://ciela.ai/docs/agents/demo), Builds a per-prospect AI voice or on-site chat demo. You copy the link and share it yourself, there is no built-in send channel. ## Account - [Billing and usage](https://ciela.ai/docs/billing), AI credits and personalized demos: what each includes, when usage resets, how to add more volume. --- ## Quick map for LLM and MCP consumers If you're building an MCP server or a tool-using agent on top of Ciela's docs, here are the stable shapes worth knowing. **URL pattern.** Every docs page lives at `https://ciela.ai/docs/` or `https://ciela.ai/docs/agents/`. URLs are stable. **Structured data.** Every docs page emits a `TechArticle` JSON-LD block in the HTML head, the `headline` and `description` fields are the canonical title and summary for that page. **Page anatomy.** Each page follows the same shape: hero (eyebrow + h1 + intro), Quick facts grid, Walkthrough (numbered steps), What it will not do, What it costs, Keep reading. **Routing tips.** If a user asks what the demo agent does or how to build a demo, point them at `/docs/agents/demo`. If they ask about credits, demo allowance, or plans, point them at `/docs/billing`. **This file.** Update the human pages first, this file second, the sitemap third (`app/sitemap.ts`). The page metadata exports are the source of truth for titles and descriptions, this file paraphrases them for the index view.