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Common Tread

Clicks over credibility: How AI is creating motorcycles that don’t exist

Jul 22, 2025

AI-generated content isn’t just more pervasive than ever; it’s more persuasive than ever.

Be it fake social media accounts or celebrity deepfakes, from voice emulators to image generators, no space is safe from artificial intelligence. Not even motorcycles.

Take the Honda Africa Twin 650, for example. If the little voice in your head is wondering when Honda announced the ADV, that’s because the Africa Twin 650 doesn’t exist. It’s a digital mirage dreamt up by text-to-video tools and user-generated prompts. That hasn’t stopped it from drawing clicks from thousands of moto enthusiasts.

An AI-generated image of a Honda Africa Twin 650 concept.
AI-generated Africa Twin 650 concepts often contain visual inconsistencies (just look at those headers). That hasn’t stopped related videos from racking up hundreds of thousands of YouTube views. Image from TheBikerLane video.

Over the past few months, several AI-generated AT 650 videos have made the rounds on YouTube. Many of which report a 649 cc parallel twin, long-travel suspension, and dirt-ready wheels (18-inch rear and 21-inch front) on the model’s “spec sheet.” Some go as far as listing a Bluetooth-compatible TFT dash, ride modes, traction control, as well as a DCT option. It would be a plausible package if it weren’t for two key details.

First and foremost, the XL750 Transalp already exists. Introducing a baby Africa Twin would only eat into the Transalp’s slice of the ADV pie. Honda’s remaining lineup provides another reason to be skeptical. Big Red currently produces one 649 cc engine. There’s just one problem: It’s an inline four, not a twin. To design an Africa Twin 650, Honda would need to develop a sleeved-down version of the Transalp’s 755 cc p-twin. That or engineer an all-new 650 cc platform. I file both scenarios away as highly improbable.

An AI-generated marketing image for the BMW R 12 GS.
Motorcycle manufacturers aren’t prohibited from using AI-generated imagery themselves. (Look no further than BMW’s R 12 G/S rollout for proof.) That only complicates matters further, blurring the lines between production models and imagined concepts. BMW photo.

The issue isn’t isolated to the bogus Africa Twin, either. YouTube channels like TheBikerLane and Bike Culture Hub recently published videos on a two-stroke Kawasaki KX500, a supercharged Honda VTR850RR Firestorm, and a V4-powered Yamaha R1. None of those OEMs have unveiled such models. That isn’t stopping some content “creators” from flooding YouTube with videos about them.

An AI-generated image of a 2026 Yamaha R6 concept.
According to the Bike Culture Hub YouTube channel, the R6 is poised for a triumphant return in 2025. Yamaha has announced no such plans. Image from Bike Culture Hub video.

Much of that rapid-fire production pace is owed to AI tools. Today, AI can write scripts, compose images, and generate action footage, all of which are key ingredients in promotional motorcycle videos. It’s no secret, AI is more powerful today than ever before. Identifying the difference between human- and AI-produced content will only become more challenging in the years to come.

That's not to say that dreaming up your ideal motorcycle is wrong. RevZilla’s Highside/Lowside podcast dedicated an entire episode to it. The same can’t be said for passing those “dream” bikes off as authentic articles. That’s what many channels in this category do, and they do so in the name of clicks.

A YouTube thumbnail pitting the BMW F 450 GS against the made-up Honda Africa Twin 650.
Most channels in this space pass off their AI-generated videos as reviews, providing ride impressions of make-believe motorcycles. Image from Bikereview Pro video.

AI-generated content is more pervasive than ever. There’s no doubt about it. However, cross-referencing legitimate news sources is key to combatting the side effects of AI proliferation. No, Honda isn’t prepping an Africa Twin 650 for release, but AI is here to stay. Recognizing when it’s being used for misinformation will be a critical skill moving forward.

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