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Your website might be invisible to ChatGPT and nobody at your store would ever know - AEO / GEO Megathread

carguyfiles

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Jun 20, 2026
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We all keep debating whether artificial intelligence, umm I mean super intelligence (sorry Mr. President), is coming for the BDC.

Meanwhile a buyer in your town is asking ChatGPT where to get a deal on a used Tahoe, and your website might not even be letting it in the door.

Everybody's pitching AEO and GEO right now, aka getting your store to show up in ChatGPT, Claude and Perplexity answers. None of it matters if the bots can't read your site. And when they can't, nothing on your end tells you.

Two quick checks:

1) Go to yourstore.com/robots.txt and ctrl+F for OAI-SearchBot, Claude-SearchBot and PerplexityBot. If any of them have Disallow: / under them, or you see User-agent: * followed by Disallow: /, you're locking them out. (GPTBot is the training bot, different conversation.)

2) Pull up a used VDP, view the source (ctrl+U) and ctrl+F the price. Try it with and without the comma. If it's not in there, it's probably getting loaded by javascript, and ChatGPT might be looking at a car with photos and no price.

I wrote up the full 15 minute check, including the firewall piece (that's the sneaky one):

Who's brave enough to try it? Post what you find, even if you pass. And the website and SEO people on here, am I overblowing this or are you seeing it too? This thread is for everyone to discuss their positions on it as well as methods on how to rank.
 
Great write-up, Michael. Thank you. Any thoughts about dealer inspire sites being behind the Cloudflare wall?

Dealer Inspire dealers should be very mad.

Example, a car shopper writes:

"I like this car, can you find me one like this at a better price? My zip is 13029.
https://www.maguirecars.com/invento...-base-fwd-4d-sport-utility-5xyzt3lb0jg526346/"

Grok:
That listing is a 2018 Hyundai Santa Fe Sport 2.4 Base, front-wheel drive, VIN 5XYZT3LB0JG526346. Maguire’s own page is blocked, but Autotrader has:

Grok Output:
 

✨ AI Highlights

A dealer forum member warns that many dealership websites may be inadvertently blocking AI chatbot crawlers like ChatGPT, Claude, and Perplexity through robots.txt settings, making them invisible when buyers ask those tools for local vehicle recommendations. The thread walks through two practical checks — reviewing robots.txt for specific bot disallow rules and likely a log or header analysis — and frames this as an urgent blind spot since stores have no internal signal telling them the problem exists. The core insight is that all the AEO/GEO strategy in the world is wasted if the bots can't access the site in the first place.

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