> 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://ailc-test.brandry.ai/ai/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuY2hhcmxpZW9iYXVnaC5jb20iLCJqdGkiOiJlNDMyNTAzZjg3MmVhNmJiIiwiaWF0IjowfQ.eC2SWieP4pnT9xgmjqb991UAei9nM-k9DXL0sIa10zI
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ailc-test.brandry.ai/ai/llms.txt. For the full corpus, see https://ailc-test.brandry.ai/ai/llms-full.txt.

# Discovery: all generated files, Charlie Obaugh Auto Group

> Every generated file, generation stats, and the RAG system.

## RAG

- Corpus: https://ailc-test.brandry.ai/ai/llms-full.txt (3,549 KB, ingestable)
- Live tool: rag_search over the corpus (MCP endpoint https://ailc-test.brandry.ai/ai/api/ucp/mcp)

## Stats

- Files generated: 2,590
- Vehicles x formats: 796 x 3
- Store pages: 171

## Files

- https://ailc-test.brandry.ai/ai/llms.txt
- https://ailc-test.brandry.ai/ai/llms-full.txt
- https://ailc-test.brandry.ai/ai/agents.md
- https://ailc-test.brandry.ai/ai/robots.txt
- https://ailc-test.brandry.ai/ai/.well-known/ucp
- https://ailc-test.brandry.ai/ai/sitemap.xml
- https://ailc-test.brandry.ai/ai/sitemap_agentic_discovery.xml
- https://ailc-test.brandry.ai/ai/data.json
- https://ailc-test.brandry.ai/ai/search-index.json
- https://ailc-test.brandry.ai/ai/mcp
- https://ailc-test.brandry.ai/ai/api/ucp/mcp
- https://ailc-test.brandry.ai/ai/rag
- https://ailc-test.brandry.ai/ai/stats

_Prices checked against inventory data from Oct 6, 2026, 2:48 AM ET._