Data / Overview
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AI-READY

charlieobaugh.com is ready for AI

Buyers now ask ChatGPT and Gemini which car to get, and by default those tools read your site slowly and show outdated info. This makes your whole lot fast and structured for AI, so shoppers get your real, current cars, and the AI keeps coming back.

For AI agents: browse a dataset in the menu, pull it as JSON or Markdown, or connect over MCP. Every page can be copied, viewed as Markdown, or opened in ChatGPT and Claude.
Data catalogue 6 datasets, live
Inventory
516 vehicles, VIN-decoded, all photos
/inventory
OEM offers
71 incentives matched to VINs
/offers
Vehicle specials
12 dealer-advertised, with links
/specials
Window stickers
Factory Monroney PDF per VIN
/window-stickers
Specs and VIN decode
Decoded specs per VIN
/specs
Store pages
Specials, service, parts, finance, about
/store-pages
Live specials with links
2026 GMC Terrain Elevation
$279/month, For 36 months
View offer
2026 GMC Acadia Elevation
$479/month, For 24 months
View offer
2026 GMC Sierra 1500 Elevation
$299/month, For 24 months
View offer
2026 Chevrolet Equinox LT
$279/month, For 36 months
View offer
2026 Chevrolet Traverse LT
$499/month, For 24 months
View offer
516vehicles
71OEM offers
12specials
17brands
18search filters
Connect an agent: POST /api/ucp/mcp  |  All files + RAG: /discovery  |  Bulk corpus: /llms-full.txt