LiveScam and phishing defenceRuns in your browser

Link check

Where does this link really go?

Paste a link to see the real site behind it: look-alike letters, brand names in front of someone else's site, text hidden before an @, shortened links and redirects. The link is never opened.

Updated

The link check showing that a link which looks like apple.com is really written in Cyrillic letters and goes to a different site

What it measures

The real site

The part of the address that decides where you go, worked out with the Public Suffix List, however long the name in front of it.

Look-alikes

Letters from other alphabets, digits for letters, and names made to resemble PayPal, Apple, banks, delivery firms and other brands scammers copy.

Hidden destinations

Shortened links, a second link tucked inside, and text before an @ sign that the browser ignores.

Connection and oddities

http without encryption, bare number addresses, unusual ports, .zip and .mov endings, and very long links.

How to use it

  1. Open the lab and paste the link into the box (several links, one per line, work too). Or try one of the examples.
  2. Read the verdict, then the Real site tile. That is where the link actually goes.
  3. Read the list of what we found. Every item says what it means for you.
  4. If anything is red, do not open the link. Go to the company by typing its address yourself.
Open the lab

Good to know

  • It reads the link's text only. It cannot tell whether an ordinary-looking site is honest; most phishing links we tested looked ordinary.
  • It does not follow shortened links or redirects, because that would mean opening them.
  • The list of brands it knows is short and made by hand; a look-alike of a brand not on it only shows up through its other signs.

Give your agent this skill

Try the lab, then let your AI agent keep what it teaches. Read the skill first; install it only if you want to.

What we found

Disguised links are easy to catch; ordinary-looking bad links are not. On real phishing links the check flagged about 38%, and on the 10,000 most popular sites it raised a red alarm once.

Measured
10,000 most popular sites
1 red
9,968 clean; 31 amber (18 link shorteners, 11 international names, 2 company names joined to other words); 1 red: googll.store, one letter away from google.
619 links in 2024 phishing emails
3 red, 230 amber
Mostly very long links (126) and http without encryption (107); also links hidden inside links (18), shorteners (13) and text before an @ (2).
Links that looked clean
386 of 619
62% of links in phishing emails showed no disguise: scammers often use ordinary or hacked sites. A clean result is not a safe result.

Method: The lab's own code (link-analysis.js with tldts 7.4.12) run on https:// addresses of the Tranco top 10,000 sites (list K9PXW) and on all 619 links found in the HTML and plain text of the 403 emails of the Nazario phishing corpus for 2024 (CC BY 4.0). Links were read as text only; none was opened.

How-to

Scam messages hide where a link really goes. The part that matters is the real site: the name just before the first single slash, together with its ending, such as paypal.com in https://www.paypal.com/signin. Everything in front of it can say anything.

Read the real site

  1. Copy the link without opening it: press and hold it (phone) or right-click > Copy link.
  2. Paste it into the link check.
  3. Look at the Real site tile. paypal.com.secure-login.example goes to secure-login.example, not to PayPal.

The tricks to know

  • Brand name in front: apple.com.account-check.example. Only the end decides where you go.
  • Look-alike letters: аpple.com with a Cyrillic "а", or paypa1.com with a digit one.
  • Text before an @: in https://www.google.com@evil.example, everything before the @ is ignored.
  • Shortened links: bit.ly/… and similar hide the destination until you click.
  • A link inside a link: …?url=https://… can send you straight on to another site.

When in doubt

Do not click. Open your browser and type the company's address yourself, or use its app. A clean result means the link is not disguised; it does not mean the site is honest.

For your AI agent

Give your agent the Is this email real? skill. It checks links and senders the same way before it trusts or acts on an email, and asks you first.

Check that it's private

This lab runs entirely in your browser and sends nothing anywhere. You don't have to take our word for it:

  1. The browser enforces it. This site's security policy only lets pages talk to lab.hopperlabs.ai. This command shows connect-src 'self':curl -sI https://lab.hopperlabs.ai/labs/link-check/run | grep -i content-security-policy
  2. Every file is listed with its fingerprint and source commit in privacy.json, so you or your agent can compare them and read the code.
  3. Once the lab has loaded, turn off Wi-Fi: it keeps working, because it needs nothing from the network.

This page sends nothing anywhere. If an AI agent or browser extension is reading your screen, it can see what's shown here.

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