AI SEO or GEO building ideas

[MattCopley]

A lot of talk here about what dealers don't understand or don't know. But you're missing the most important problem: TIME. I'm probably as interested in this topic and many other aspects of this business that we could do a deep dive on, but I barely have the time to speed read through this thread and digest as much as I can as quickly as possible before someone says, "Hey Bill..."

“Hey Bill…” it’s worth your time. Dealers making this shift to helpful content infrastructure pretty consistently see $500k to $1MM in increased sales gross, fixed ops receipts, and baseline cost reduction. It probably pencils as one of the highest return investments of time stakeholders at a store can make. With a rising wave of AI agent shopping bots its infrastructure you need to be building (or paying someone to build). If you’d didn’t already start 6 months ago start now. And with AI basically replacing all your customer conversations… teams actually do have time.

 

[Tarry Shebesta]

We’re starting to see something interesting show up in real dealer lead reporting.

ChatGPT is now appearing as a measurable UTM traffic source tied to credit-prequalification and payment-shopping activity.

Right now, it’s roughly 1% of attributed lead traffic in some cases.

That number isn’t the story.

The story is that AI-driven discovery is now measurable at all.

And these aren’t random pageviews.

They’re highly contextual, intent-driven questions happening before traditional search behavior even starts:

• “What SUV can I afford for $550/month?”
• “Best truck for towing under $65K”
• “Should I lease or finance?”
• “Most reliable used SUV with low payments”

The shift isn’t just about rankings anymore.

It’s whether your inventory, affordability data, and dealership context are actually usable when those answers are being formed upstream.

That’s where things start moving beyond traditional SEO and into decision-layer visibility.

The dealers who solve this early will look very different over the next year.

 

[MattCopley]

So the month of May has now introduced a total of 3 new market entries in the “plug in an automation layer that will magically trick AI into picking your generally tired website”… offerings.

Time will tell but my money is on AI being smart enough to find real content depth over window dressing.

Good SEO still wins.
Good SEO is good LMNOPEO.

SEO = Search Everywhere Optimization

#JustDoTheWork

Let’s see how this post ages…