A recruiter contacted you out of the blue. The offer sounds good — maybe too good. Their profile photo looks professionally shot but something is off. Here's how to check whether the face behind that profile is real or AI-generated.
Job scams using AI-generated recruiter identities have become one of the fastest-growing categories of online fraud. The scammer creates a convincing professional profile — typically on LinkedIn, X, or a job platform — with an AI-generated profile photo, a plausible employment history, and a list of impressive connections.
They reach out with a job offer that matches your background or the type of work you've been seeking. The job is typically remote, pays well above market rate, and requires minimal interviews. The offer feels flattering and slightly rushed.
The scam typically unfolds in one of several ways:
The advance fee trap. You're offered the job but told you need to pay for equipment, training materials, or a background check upfront. The money is transferred and the recruiter disappears.
The identity harvest. The "hiring process" requires you to submit your passport, national ID, Social Security number, or bank details for payroll setup before any work begins. This information is used for identity fraud.
The money mule scheme. You're hired for a legitimate-sounding remote job. The "job" involves receiving payments into your account and forwarding them elsewhere, making you unknowingly complicit in money laundering.
The credential phish. The "application portal" or "onboarding system" is a phishing page designed to steal your login credentials for other platforms.
Never pay to get a job
Legitimate employers do not ask candidates to pay for equipment, training, background checks, or software before starting. Any recruiter asking for payment before employment begins is running a scam.
Read the signals
Warning signs a recruiter profile is fake
The profile photo is too perfect. Professionally lit, perfect skin, symmetrical features, a slightly generic quality. AI-generated professional headshots are one of the most common uses of Midjourney and DALL·E for fraudulent profiles.
They contacted you first, unprompted. Legitimate recruiters do sometimes reach out cold, but be more cautious when the contact is unsolicited, the offer seems tailored to you suspiciously well, and there's no clear trail from how they found you.
The company is difficult to verify. A Google search for the company name + reviews returns little. The company website was registered recently. The "company" has no physical address or the address is a virtual office.
The salary is significantly above market rate. Fake job offers tend to pay 30–100% more than comparable real roles, specifically to override the suspicion that a reasonable salary would not.
The interview process is unusually short or informal. One chat message interview, an offer made within 24 hours, no technical assessment for a technical role. Real hiring has friction. Fake hiring tries to move fast before you notice the signs.
They communicate only on Telegram, WhatsApp, or Signal. Legitimate recruiters typically use email from a verified company domain and professional platforms. Moving communication to encrypted personal messaging apps early in the process is a significant warning sign.
They ask for sensitive personal documents before an offer letter. No legitimate employer requires your passport or bank account details before issuing a signed offer letter through a verifiable channel.
Verification method
How to check if their profile photo is AI-generated
If the recruiter has public posts on X, LinkedIn (via X or Facebook sharing), Instagram, or any other platform KweliAI supports, you can check whether their profile photo is AI-generated without contacting them.
Find a public post from the recruiter on X, Instagram, Facebook, Reddit, TikTok, or YouTube that contains their photo.
Copy the URL of the specific post — not their profile page, but the individual post containing the image.
Paste it into KweliAI at kweliai.com. Press Scan. X and Reddit are free. Instagram, Facebook, TikTok, and YouTube require a Pro plan.
If the verdict is AI-generated, you are dealing with a fake identity. Do not share any personal information and report the profile to the platform.
"LinkedIn profile photos cannot be scanned directly by KweliAI as LinkedIn requires a login. However, if the recruiter also posts on X, Instagram, or Facebook — as many fake recruiters do to build credibility — you can scan those posts instead."
You can also run a reverse image search on their profile photo. Right-click the photo (or screenshot it on mobile) and drag it into images.google.com. If the same face appears on a stock photo site, a different LinkedIn profile under a different name, or a "This Person Does Not Exist" generator website, the identity is fake.
What you should never give a recruiter you haven't verified
Until you have verified that a recruiter works for a real company (confirmed via the company's official website, not a link they send you), never share:
Passport number, national ID number, or any government-issued identity document
Bank account details or routing numbers
Social Security number (US), National Insurance number (UK), or equivalent
Any payment — upfront fees, equipment costs, or "refundable" deposits
Login credentials for any platform, even if they claim it's for onboarding
Photos of yourself holding your ID (a common identity theft method)
To verify a recruiter independently: find the company's official website by searching for the company name directly on Google. Call the company's main phone number — found on their official website, not provided by the recruiter — and ask if the person exists and if they are hiring for the role described.
Common questions
Questions about fake recruiter profiles
The recruiter's photo came back as real. Does that mean they're legitimate?
A real verdict means the photo is camera-captured, not AI-generated. It doesn't confirm the person is who they claim to be. The photo could be stolen from a real person's social media account. Supplement the KweliAI result with a reverse image search to confirm the photo isn't used under a different name elsewhere.
How do I check a LinkedIn profile photo?
LinkedIn requires a login to view most profiles, which prevents KweliAI from scanning LinkedIn directly. However, if the recruiter has an X, Instagram, Facebook, or TikTok account (check their LinkedIn profile for links), scan one of those posts instead. Many fake recruiters build presence across multiple platforms to appear legitimate.
Is it common for recruiters to use AI-generated photos?
It's increasingly common in job scams specifically. The FBI's Internet Crime Complaint Center reported a significant rise in job fraud using AI-generated personas. LinkedIn has publicly acknowledged removing millions of fake accounts, many using AI-generated profile photos.
What should I do if I already gave them my information?
If you shared financial information, contact your bank immediately. If you shared a government ID, consider placing a fraud alert with your national credit bureaus. Report the profile to the platform and to your country's fraud authority. In the US: ic3.gov (FBI Internet Crime Complaint Center). In the UK: actionfraud.police.uk.