Trusted Websites Aren’t Always Safe: How Scammers Use Your Favorite Sites Against You

Blog By

Sarah Ralston

When we think of internet safety, we often focus on avoiding shady corners of the web—strange URLs, misspelled domain names, or unsolicited emails. But the truth is more unsettling: you can be scammed while visiting the websites you trust most.

From national news outlets to popular shopping sites, no platform is immune from becoming an unintentional host for online fraud. That’s because of how modern advertising systems work—and how scammers have learned to exploit them.

How It Happens: The Ad Ecosystem

Most websites today generate revenue by selling advertising space. These ads are not hand-picked by the site owners. Instead, they’re filled in real time by automated ad networks that match advertisers to your interests based on your browsing behavior.

Here’s where it gets risky:

  • Ad space is sold to the highest bidder, often in milliseconds.
  • Website owners don’t see or approve every ad that appears on their page.
  • Third-party ad networks serve the ads, and not all of them catch bad actors in time.

Scammers use these systems to sneak in malicious ads—what cybersecurity experts call malvertising. These ads may look legitimate, but they’re designed to deceive, redirect, or even infect your device.

What Malvertising Can Look Like

A malicious ad can be hard to spot, especially when it appears on a site you visit daily. It may take the form of:

  • A fake virus alert urging you to click and “fix” your computer
  • A prompt to download software or update your browser
  • A phishing scam disguised as a prize giveaway or tech support
  • A sudden redirection to an unfamiliar website
  • An ad with a fake close button that triggers more ads instead of closing

These tactics are not accidents. They’re carefully crafted to play on fear, urgency, or curiosity—and they often mimic the branding of well-known companies.

Why Even “Safe” Sites Are Vulnerable

Even the most reputable sites don’t always know what ads are being displayed to each visitor. That’s because:
  • Ads are personalized and targeted, meaning what you see may be different from what others see.
  • Cloaking techniques allow bad ads to show only to specific users (e.g., based on age, location, or browsing history).
  • Scammers often impersonate real companies or use lookalike domains that are nearly indistinguishable from the legitimate ones.
    This creates a dangerous illusion of safety. You trust the site you’re on—but the ad you click might not be what it seems.

How to Protect Yourself

While you can’t stop malicious ads from appearing, you can reduce your risk of falling victim:

•    Think before you click — especially on pop-ups, urgent warnings, or ads that seem too good to be true.
•    Avoid downloading software unless it’s directly from a verified source.
•    Use an ad blocker or browser extension that filters suspicious content.
•    Keep your device and antivirus software up to date.

Don’t rely on appearance alone. Just because a page looks professional or familiar doesn’t mean it’s safe.

The Takeaway


Scammers no longer need to lure you to obscure corners of the internet. They can find you right where you feel most comfortable—on websites and apps you visit every day. Malvertising and cloaked content take advantage of the very systems designed to personalize and monetize your experience online.

So next time you’re reading the news, shopping for shoes, or checking your email, stay alert. Even the most trusted sites can be compromised—and your best defense is a healthy dose of skepticism.

If you think you’ve been the victim of a scam, you can report it here. At Proxyware, we are committed to tracking and shutting down online scams at the source.