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Have you noticed that some social media posts, especially viral reels, have captions that are totally out of place? They awkwardly talk about specific cars. If you’ve seen these posts and were confused, don’t feel bad. It is confusing. What’s worse, many comments don’t even address the vehicle information that clearly mismatches the content, further isolating viewers. Let’s cover what’s been going on.

What’s with the repeated car captions on unrelated Instagram posts?

As an example, some entertaining reel that’s been liked and shared a bunch on social platforms might be captioned with:

“No problem! Here’s the information about the Mercedes CLR GTR: The Mercedes CLR GTR is a remarkable racing car celebrated for its outstanding performance and sleek design. Powered by a potent 6.0-liter V12 engine, it delivers over 600 horsepower.

Acceleration from 0 to 100 km/h takes approximately 3.7 seconds, with a remarkable top speed surpassing 320 km/h.

Incorporating advanced aerodynamic features and cutting-edge stability technologies, the CLR GTR ensures exceptional stability and control, particularly during high-speed maneuvers.

Originally priced around $1.5 million, the Mercedes CLR GTR is considered one of the most exclusive and prestigious racing cars ever produced.

Its limited production run of just five units adds to its rarity, making it highly sought after by racing enthusiasts and collectors worldwide.”

…but there’s no such thing as a Mercedes-Benz CLR GTR.

The Mercedes-Benz lineup has the CLK GTR and the CLR.

So, what’s the deal?

It’s just car copypasta.

Here’s the circulating theory: Originally surfacing early in 2024, entities employing AI bots to write captions landed on “educational” automotive blurbs. Why? Well, a couple of assumed reasons, namely for SEO benefit.

Algorithms crawl the post copy and raise its visibility to certain audiences based on user interests and even how “helpful” it is, increasing ad revenue opportunities. The idea is that the platform boosts even “seemingly educational” content, without checking on its accuracy.

The story goes that vehicle information “revealed itself” as the recipe for success. However, as we all know, unchecked AI-generated copy is often incorrect…or complete nonsense.

The captions were confusing at first and then just plain annoying, since the format offers a terrible UX and alienates the audience.

Repeating caption “No problem! here’s the full information about the mercedes CLR:”
byu/Reddatur inInstagram

As the Internet does, it’s now turned the AI-driven (?) misbehavior into a sort of deep meme. The whole thing may have started as a prank, too. As one commenter said, “It’s a joke to make people crazy.”

Whether or not the bot farm theory is true, these car captions are still alive on social media. Like most Internet humor, though, it has a shelf life.

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