> 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.prestonhood.agentreadydealer.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkucHJlc3Rvbmhvb2QuYWdlbnRyZWFkeWRlYWxlci5jb20iLCJqdGkiOiI5NjJjYjVmNmU3MDcwYzdiIiwiaWF0IjowfQ.6nHXvEA0ifdaZbDjGAbyu-3u8GiWlOSxpu5t1H6N7E0
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.prestonhood.agentreadydealer.com/llms.txt. For the full corpus, see https://ai.prestonhood.agentreadydealer.com/llms-full.txt.

# RAG: the pages it generated, Preston Hood Chevrolet

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

## Corpus

- Bulk corpus: https://ai.prestonhood.agentreadydealer.com/llms-full.txt (289 KB, ingestable)
- Per vehicle: https://ai.prestonhood.agentreadydealer.com/v/{VIN}.md (all 237 vehicles)
- Live tool: rag_search(query, limit?) over https://ai.prestonhood.agentreadydealer.com/api/ucp/mcp

## Store pages


## Sample vehicle pages

- 2015 Nissan Versa SV: https://ai.prestonhood.agentreadydealer.com/v/3N1CN7AP8FL811773.md
- 2021 Chevrolet Equinox LT: https://ai.prestonhood.agentreadydealer.com/v/3GNAXKEV1MS121691.md
- 2026 Chevrolet Trax 2RS: https://ai.prestonhood.agentreadydealer.com/v/KL77LJEP6TC251610.md
- 2026 Chevrolet Trax ACTIV: https://ai.prestonhood.agentreadydealer.com/v/KL77LKEP6TC241746.md
- 2026 Chevrolet Trax 2RS: https://ai.prestonhood.agentreadydealer.com/v/KL77LJEP2TC266881.md
- 2027 Chevrolet Equinox RS: https://ai.prestonhood.agentreadydealer.com/v/3GNARLEG0VL184133.md
- 2022 Nissan Altima SL FWD: https://ai.prestonhood.agentreadydealer.com/v/1N4BL4EV7NN409625.md
- 2019 Chevrolet Trax LT: https://ai.prestonhood.agentreadydealer.com/v/3GNCJLSB3KL157139.md
- 2018 Honda Civic EX: https://ai.prestonhood.agentreadydealer.com/v/19XFC2F70JE005869.md
- 2020 Nissan Rogue Sport SV FWD Xtronic CVT: https://ai.prestonhood.agentreadydealer.com/v/JN1BJ1CV1LW544059.md

_Prices checked against inventory data from Oct 6, 2026, 10:16 PM ET._