> 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.castlevwcars.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2FzdGxldndjYXJzLmNvbSIsImp0aSI6ImM5ZTU0ZThiNGE2YzlkODIiLCJpYXQiOjB9.Ho9TuclfB3cQzyDYbPrenFhwasMiJRcJKR57Vp4b3SQ
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.castlevwcars.com/llms.txt. For the full corpus, see https://ai.castlevwcars.com/llms-full.txt.

# RAG: the pages it generated, Castle Volkswagen of Schaumburg

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

## Corpus

- Bulk corpus: https://ai.castlevwcars.com/llms-full.txt (639 KB, ingestable)
- Per vehicle: https://ai.castlevwcars.com/v/{VIN}.md (all 540 vehicles)
- Live tool: rag_search(query, limit?) over https://ai.castlevwcars.com/api/ucp/mcp

## Store pages


## Sample vehicle pages

- 2026 Volkswagen Tiguan SE: https://ai.castlevwcars.com/v/3VVMR7RM4TM140609.md
- 2026 Volkswagen Golf GTI S: https://ai.castlevwcars.com/v/WVWLE7CD5TW276066.md
- 2026 Volkswagen Jetta Sport: https://ai.castlevwcars.com/v/3VWBW7BU8TM031706.md
- 2026 Volkswagen Jetta SE: https://ai.castlevwcars.com/v/3VW7W7BU0TM018860.md
- 2018 Mercedes-Benz E-Class E 300: https://ai.castlevwcars.com/v/WDDZF4KB2JA348153.md
- 2026 Volkswagen Atlas 2.0T SEL Premium R-Line: https://ai.castlevwcars.com/v/1V2FN2CA7TC582739.md
- 2024 Volkswagen Taos SE: https://ai.castlevwcars.com/v/3VVSX7B25RM071718.md
- 2026 Volkswagen Atlas 2.0T SE w/Technology: https://ai.castlevwcars.com/v/1V2KN2CA1TC545300.md
- 2026 Volkswagen Atlas 2.0T Peak Edition: https://ai.castlevwcars.com/v/1V2CN2CA0TC580365.md
- 2026 Volkswagen Tiguan SEL R-Line Turbo: https://ai.castlevwcars.com/v/3VVUW7RM0TM143032.md

---

Generated by Brandry.ai (https://brandry.ai). generation castlevwcars-20260726T165030Z-abb4db6d305a, built 2026-07-26T16:50:30Z