Data / Overview
AI & MCP data layer

Charlie Obaugh Auto Group, for AIedge measuring

A live, structured warehouse of the group's entire inventory, offers, specials and store pages. Browse a dataset in the menu, pull it as JSON or Markdown, or connect an AI agent to the MCP endpoint. This page and every sub-page can be copied, viewed as Markdown, or opened in ChatGPT and Claude.

Data catalogue 5 datasets, live
Inventory
516 vehicles, VIN-decoded, all photos
/data.json
OEM offers
71 incentives matched to VINs
/v/{VIN}.json
Vehicle specials
12 dealer-advertised, with links
/pages/specials/
Window stickers
Factory Monroney MSRP per VIN
per vehicle
Store pages
Specials, service, parts, finance, about
/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  |  Bulk corpus: /llms-full.txt  |  /.well-known/ucp