> 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.caseytoyota.agentreadydealer.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2FzZXl0b3lvdGEuYWdlbnRyZWFkeWRlYWxlci5jb20iLCJqdGkiOiIwNzU2YmFkNjQ0Y2QzMzRmIiwiaWF0IjowfQ._F_l50MtmbZ25Kmkny7PdE4s_r7O50h75JVttpgFR30
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.caseytoyota.agentreadydealer.com/llms.txt. For the full corpus, see https://ai.caseytoyota.agentreadydealer.com/llms-full.txt.

# RAG: the pages it generated, Casey Toyota

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

## Corpus

- Bulk corpus: https://ai.caseytoyota.agentreadydealer.com/llms-full.txt (623 KB, ingestable)
- Per vehicle: https://ai.caseytoyota.agentreadydealer.com/v/{VIN}.md (all 592 vehicles)
- Live tool: rag_search(query, limit?) over https://ai.caseytoyota.agentreadydealer.com/api/ucp/mcp

## Store pages


## Sample vehicle pages

- 2017 Chevrolet Malibu LT: https://ai.caseytoyota.agentreadydealer.com/v/1G1ZE5ST8HF234336.md
- 2014 Chevrolet Equinox LT: https://ai.caseytoyota.agentreadydealer.com/v/2GNALCEK3E6256999.md
- 2014 Toyota Tundra SR5: https://ai.caseytoyota.agentreadydealer.com/v/5TFUY5F15EX326284.md
- 2016 Toyota Avalon Hybrid Limited: https://ai.caseytoyota.agentreadydealer.com/v/4T1BD1EB4GU056325.md
- 2026 Toyota C-HR SE: https://ai.caseytoyota.agentreadydealer.com/v/JTMAAAAD7TJ023881.md
- 2023 Toyota Tacoma TRD Sport: https://ai.caseytoyota.agentreadydealer.com/v/3TMCZ5ANXPM563929.md
- 2022 BMW X3 xDrive30i: https://ai.caseytoyota.agentreadydealer.com/v/5UX53DP09N9J72541.md
- 2024 Genesis GV70 2.5T: https://ai.caseytoyota.agentreadydealer.com/v/5NMMADTB7RH013005.md
- 2022 Genesis G70 2.0T: https://ai.caseytoyota.agentreadydealer.com/v/KMTG34TA5NU098509.md
- 2006 Toyota Camry XLE: https://ai.caseytoyota.agentreadydealer.com/v/4T1BF30K66U111207.md

_Prices checked against inventory data from Oct 26, 2026, 6:00 AM ET._