Notes from the agentic side of the lot.
What the shift to AI shopping actually means for a dealership, written for people who have to make decisions about it. No fabricated statistics, no vendor fog.
Why the industry needs an open standard (AutomotiveMCP)
Every AI-to-dealership connection built today is hand-wired, expensive and disposable. That arithmetic does not scale to an industry this size. The alternative is a shared protocol, and we would rather help build one than own the pipe.
MCP, WebMCP, and the agentic web: a dealer's field guide
Four acronyms are about to be quoted at you by every vendor in the industry. Here is what each one actually is, how they differ, and which of them changes anything for your store.
What agent-ready actually means: the five levels
Everyone in automotive retail is about to start claiming they are AI-ready. Here is a concrete definition, in five levels, that a claim can actually be measured against.
Why AI shopping changes the dealer funnel
The funnel assumed the shopper visits several sites and you win by being present at each stage. An assistant collapses those stages into one conversation you are either inside of or absent from.
Your dealership is invisible to ChatGPT (and how to check)
Your site looks fine to you because you are not a machine. Here is what an assistant actually receives when it looks at your store, and how to find out where you stand.
Curious where your own store lands?
Run the free agent-readiness check on your live site. It takes about a minute and it is the only number in this whole conversation that is about you.
Questions? hello@brandry.ai