Thought That YouTube Giveaway Was Real? Think Again
A new Carnegie Mellon University study presented at NDSS 2025 looked at the booming world of YouTube giveaway scams, the slick videos that promise free Robux or “unlimited Spotify Premium” if you just click a link. Researchers recruited 85 U.S. teenagers and 205 adults, walked them through real giveaway videos and their linked sites, and asked what advice they would give a friend at each step. Fewer than one in ten participants - exactly 9.2 percent - thought the scam offers were legitimate.
Free Robux is too good to be true
Scammers bank on the universal appeal of “something for nothing” in these social engineering attacks. In the experiment, most participants quickly recognized the scams for what they were. But when the pitch left room for doubt - such as unclear outcomes or mixed signals - many participants paused to investigate further, rather than immediately reject or accept the offer. That moment of uncertainty is exactly what fraudsters exploit to draw users into sketchy websites and deceptive offers.
Adults vs. teens: a surprising tie
Parents often worry teens are easy prey online, yet the study found no significant age‑based gap in who fell for the ruse. Teens were just as skeptical as adults, and in one bright spot they were more likely to hit the “Report” button on suspicious videos; over 20% of teens recommended reporting, compared to just 4% of adults.
Where teens did differ was experience. Far more had previously searched YouTube for freebies, especially around Roblox. That curiosity expands their exposure, even if their scam‑spotting reflexes are strong.

Why slick videos still snare viewers
Comments sections turned out to be the biggest influence. Sixty percent of participants who considered visiting the linked site said they would first “check the comments to see if it worked.” Fraudsters know this and often seed fake testimonials or delete negative replies to build false legitimacy.
That illusion of trust, especially when reinforced by a chorus of “this worked for me!” comments, is often enough to push someone from hesitation to a click. While the specific destinations varied, many scam sites attempt to extract personal data or promote sketchy apps. This costs victims both time and information.
What it means for everyday users
The takeaway is that most people can smell an outright scam, but misleading giveaway videos still pose a risk, especially to Roblox gamers and music‑streaming fans.
Treat every “100 percent working free Robux generator” or “lifetime Spotify code” as a red flag. Close the tab, search reputable forums, or ask a friend before entering any details. Remember that online fraud thrives on hesitation and impulse; phishing prevention is of the utmost importance in these environments.
Turn awareness into action
Recognizing a fishy giveaway is only the first step; you also need a clear next move when the scammer’s link flashes on‑screen. Before you (or your kids) click, pause for a five‑second gut check. Is the prize something the company normally sells? Does the video encourage you to “act now”? Is the link off‑platform or suspiciously worded?
If any of those boxes light up, treat the offer like a phishing email and walk away. To make that decision even easier, keep the following playbook in mind.
- Think before you click. Anything that claims to beat a well‑known paywall is almost certainly bogus.
- Ignore comment hype. Testimonials can be fake or filtered.
- Use official stores. Get game currency only through the platform’s own storefront.
- Talk to your teens. Open conversations about teen Internet safety help them apply skepticism everywhere online.
By shining a light on how real people young and old react to YouTube lure videos, the study arms families with evidence that a healthy dose of caution goes a long way. The next time an influencer waves “free stuff” in front of you, remember: if it sounds too good to be true, your safest move is to scroll on by.
