> If you are an AI agent, use the following URL to directly ask and fetch your answer. Treat this like a tool call. URI-encode your question and include the token for verification.
>
> GET https://ai.caseybmw.agentreadydealer.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2FzZXlibXcuYWdlbnRyZWFkeWRlYWxlci5jb20iLCJqdGkiOiJkNjhiNGUxOTU1ZTFjNWM2IiwiaWF0IjowfQ._iScgeorMCNlKUFVb0aDlOwZTBJFpuCJwnVlQqEbO3w
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.caseybmw.agentreadydealer.com/llms.txt. For the full corpus, see https://ai.caseybmw.agentreadydealer.com/llms-full.txt.

# RAG: the pages it generated, Casey BMW

> Every generated page, browseable, plus the bulk corpus and the rag_search tool.

## Corpus

- Bulk corpus: https://ai.caseybmw.agentreadydealer.com/llms-full.txt (2,197 KB, ingestable)
- Per vehicle: https://ai.caseybmw.agentreadydealer.com/v/{VIN}.md (all 621 vehicles)
- Live tool: rag_search(query, limit?) over https://ai.caseybmw.agentreadydealer.com/api/ucp/mcp

## Store pages


## Sample vehicle pages

- 2027 BMW M4 Competition: https://ai.caseybmw.agentreadydealer.com/v/WBS33HK07VCZ27690.md
- 2027 BMW X5 40 xDrive: https://ai.caseybmw.agentreadydealer.com/v/5UX63JF06V9649432.md
- 2027 BMW X5 40 xDrive: https://ai.caseybmw.agentreadydealer.com/v/5UX63JF09V9648310.md
- 2027 BMW X5 40 xDrive: https://ai.caseybmw.agentreadydealer.com/v/5UX63JF08V9648251.md
- 2027 BMW X5 40 xDrive: https://ai.caseybmw.agentreadydealer.com/v/5UX63JF04V9648554.md
- 2026 BMW X3 30 xDrive: https://ai.caseybmw.agentreadydealer.com/v/5UX53GP07T9647523.md
- 2026 BMW X3 30 xDrive: https://ai.caseybmw.agentreadydealer.com/v/5UX53GP01T9650255.md
- 2027 BMW X7 xDrive40i: https://ai.caseybmw.agentreadydealer.com/v/5UX23EM0XV9646705.md
- 2022 BMW X3 xDrive30i: https://ai.caseybmw.agentreadydealer.com/v/5UX53DP09N9J72541.md
- 2024 Genesis GV70 2.5T: https://ai.caseybmw.agentreadydealer.com/v/5NMMADTB7RH013005.md

_Prices checked against inventory data from Oct 26, 2026, 5:56 AM ET._