I asked ChatGPT how to spot a job scam on LinkedIn — here's the warning signs it told me to look out for

LinkedIn logo on a phone
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You’d think that a social media site built for professionals like LinkedIn would have the necessary infrastructure to block scammers, but sadly, that’s not the case.

When you’re looking for a new role and spot something that perfectly aligns with your experience and career goals, it can feel like a major win. But that triumphant feeling can quickly morph into a sense of doubt and dread when the very obvious warning signs that the job posting is actually fake start to appear.

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10 job scam red flags to keep an eye out for

linkedin on a macbook

To begin, I used this simple prompt to make ChatGPT adopt the role of someone well-versed in spotting fake jobs: “What are the warning signs I should look for that point to a job scam on LinkedIn?”

Soon after, it responded by mentioning how job scams have grown more sophisticated on LinkedIn lately. Yet they still follow familiar patterns — some are easy to spot, while others are a bit harder to discern.

Here is the full list of 10 warning signs ChatGPT told me to look out for:

  • The job sounds too good to be true: If a role promises high pay for minimal experience, flexible hours, and fast promotions with little detail, that’s a classic hook. Real jobs usually come with clear expectations, not vague perks.
  • The recruiter profile looks off: Check the recruiter’s profile carefully to see if they have very few connections, no real work history/an inconsistent timeline, a recently created account, or a stock-looking profile photo. Legit recruiters typically have a visible track record and mutual connections.
  • They move you off LinkedIn quickly: If someone asks you to continue the conversation on WhatsApp, Telegram, or personal email right away, be cautious. Scammers try to get you off-platform, where moderation is weaker.
  • You’re asked to pay for something up front: This is one of the biggest red flags. No legitimate company will ask you to pay for training, equipment, background checks, and “Starter Kits.” If money is involved before you’re hired, walk away.
  • Vague or copy-paste job descriptions: Scam listings often lack specific responsibilities, don’t mention a real team or manager, use generic buzzwords, and contain grammar or spelling errors. Compare it to real postings—you’ll notice the difference quickly.
  • The company is hard to verify: Search for the company outside LinkedIn and be aware if the company has no official website or a poorly made one, no real employees listed, and no press, reviews, or online presence. If the company barely exists online, that’s a major warning sign.
  • They ask for sensitive information too early: Never share your Social Security Number, bank details, and copies of your ID. This should only happen after a formal offer through verified HR channels.
  • The interview process feels “off”: Common scam tactics include an interview conducted entirely via chat, no real questions being asked about your experience, and instantly being offered the job. Real hiring processes take time and involve actual conversations.
  • Suspicious email domains: If emails come from something like “companyname@gmail.com” instead of a verified company domain, that’s a red flag.
  • Pressure tactics: Scammers create urgency by making demands like “You must accept today” and “Limited slots available.” Legit employers give you time to review offers.

Truth be told, I was well aware of all of the red flags ChatGPT pointed out when it came to job scams.

However, I will admit to falling for that first one during my younger days as a tech journalist. The promise of highly-paid positions that only required minimal experience came across my LinkedIn timeline back then and convinced me to apply. With the knowledge I have now, it’s so much easier to spot a counterfeit job posting on LinkedIn.

Even if you’re well-versed in all of the job scam red flags ChatGPT suggested, like I am, OpenAI’s chatbot can still be quite helpful when it comes to staying safe online while applying for a new position.

Although many of their tactics remain unchanged, scammers and other cybercriminals are always testing out new ways to convince unsuspecting users to click. As such, I suggest using ChatGPT to brush up on the latest job scams before beginning your next job hunt.

You should still trust your gut

AI chatbots like ChatGPT can only go so far when it comes to spotting the telltale signs of a fake job posting on LinkedIn. Since the tactics used by scammers can change quite abruptly, one rule that I follow no matter what is to “always trust your gut.”

The reason is simple: that overwhelming feeling of doubt that comes over you when someone or something just doesn’t seem quite right is the best indicator in my experience. And to make everyone’s lives easier on LinkedIn, it’s worth warning others about that fake job posting you just saw, reporting it, and blocking the recruiter.

Even though I tend to trust my gut more, I appreciate ChatGPT bringing up that valid list of red flags that signal a job posting is clearly a sham. I’ll be keeping them in mind and you should too, especially whenever you come across a job listing that makes you utter to yourself, “yeah…this looks and sounds fake.”


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Elton Jones
AI Writer

Elton Jones covers AI for Tom’s Guide, and tests all the latest models, from ChatGPT to Gemini to Claude to see which tools perform best — and how they can improve everyday productivity.

He is also an experienced tech writer who has covered video games, mobile devices, headsets, and now artificial intelligence for over a decade. Since 2011, his work has appeared in publications including The Christian Post, Complex, TechRadar, Heavy, and ONE37pm, with a focus on clear, practical analysis.

Today, Elton focuses on making AI more accessible by breaking down complex topics into useful, easy-to-understand insights for a wide range of readers.

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