Let me tell you about the time I almost got catfished. This was about two years ago, before I got good at spotting the warning signs. Matched with someone who had these absolutely stunning photos, claimed to be a model from Toronto visiting Calgary for work. We chatted for a few days, the conversation was good but always a bit... off. Something I couldn't put my finger on.
They kept making excuses to delay meeting up, but wanted to keep chatting constantly. Eventually asked if I could help with a "temporary money situation." That's when it clicked - I'd been talking to either a bot or a scammer, and I'd wasted almost a week of my time.
Since then, I've gotten really, really good at identifying fake profiles. And after using multiple dating platforms over the years and seeing literally thousands of profiles, I can spot the fakes within about 10 seconds now. I'm going to teach you the same pattern recognition so you don't waste your time like I did.
The Photos Tell You Everything
Real talk - about 80% of fake profiles can be identified just from the photos alone if you know what to look for. Here's what I've learned:
Too perfect, too professional: If every single photo looks like it came from a professional photoshoot, that's a red flag. Real people have a mix - maybe one nice photo from a wedding or event, but also casual selfies, pictures with friends, candid shots. If someone has six photos that all look like modeling headshots, I'm immediately suspicious.
I'm not saying attractive people with nice photos are always fake. But there's a difference between "this person takes care of themselves and knows their angles" and "these are stock photos someone downloaded." You can usually tell the difference once you know what you're looking for.
Inconsistent photo quality or style: If one photo is super high resolution and professional, but another is grainy and clearly from a different era, something's up. Fake profiles often pull photos from different sources, which means the quality and style won't match. Real people's photos usually have some consistency - similar time periods, similar overall vibe.
No photos with other people: This one's huge. Real people have friends, family, social connections. If every single photo is a solo shot, especially if they're all very posed and formal, that's suspicious. Scammers avoid photos with other people because those photos are harder to find when they're stealing images from elsewhere.
Watermarks or logos: Sometimes fake profiles don't even bother to crop out the watermarks from stock photo sites or modeling portfolios. If you see any kind of watermark, logo, or copyright notice in someone's photos, that's an instant red flag.
Reverse image search is your friend: I can't stress this enough. If you're suspicious about someone's photos, save one and run it through Google's reverse image search. If that exact photo shows up attached to a different name, or on stock photo sites, or on multiple dating profiles, you've caught a catfish. Takes 30 seconds and can save you hours of wasted time.
The Profile Red Flags
Beyond photos, the profile itself usually gives away fakes pretty quickly:
Almost no bio, or a super generic one: "I love to laugh and have fun" or "looking for someone special" with nothing else? That's either a fake or someone who put zero effort in. Either way, not worth your time. Real people usually give you something to work with - interests, personality, what they're looking for.
Overly sexual or suggestive bio on a new profile: Don't get me wrong, there are real people looking for hookups who are upfront about it. But if the profile is brand new (you can usually tell from how few photos or how bare-bones it is), and the bio is extremely sexual or makes promises that sound too good to be true, it's probably a bot trying to lure people to external sites.
Odd grammar or phrasing: A lot of scam operations run from overseas, so the English is often just slightly off. Not obvious mistakes necessarily, but weird phrasing that doesn't sound like how people actually talk. "I am very good woman looking for man who is serious" - see how that doesn't quite sound natural? That's what I'm talking about.
Claiming to be from one place but currently in another: "From Los Angeles but living in Calgary now" combined with very few photos that show Canadian locations is suspicious. Scammers often claim to be from elsewhere to explain away why they can't meet up easily or why they might not know local references.
Conversation Pattern Red Flags
Once you start talking to someone, more red flags can emerge pretty quickly:
Immediate enthusiasm without knowing you: If someone's professing strong feelings or getting weirdly intense after three messages, that's not romantic - it's a scam tactic. Real people take time to get to know you. Scammers try to create emotional attachment quickly so you'll be more likely to send money or give them what they want.
Refusing to meet up or always having elaborate excuses: The whole point of dating apps is to eventually meet people. If someone constantly has reasons why they can't meet - they're traveling for work indefinitely, they have a sick relative, they're dealing with a legal issue - but they keep wanting to chat, they're not real or not serious.
Pushing to move to text or email immediately: Some scammers want to get you off the dating platform ASAP because they know they might get reported and banned. If someone's pushing really hard to switch to texting or email after just a few messages, be cautious. Real people usually want to chat on the platform a bit first to establish trust.
Stories that sound like movie plots: Widowed parent with a tragic backstory, working on an oil rig overseas, military deployment in a foreign country, successful business person stuck abroad temporarily - these are all common scammer stories because they explain why they can't meet and set up future requests for money.
Generic or copy-paste feeling messages: If their messages could be sent to literally anyone and still make sense, that's a red flag. Bots and scammers often use scripts. Real people reference specific things from your profile or previous parts of your conversation.
The Money Request (Dead Giveaway)
This should go without saying, but let me say it anyway: if someone you've never met in person asks you for money for ANY reason, it's a scam. Period. No exceptions.
Common stories I've seen:
- Their phone got stolen and they need money for a new one
- They need help with rent this month because of an emergency
- Their car broke down and they need repair money
- They need money for a plane ticket to come visit you
- They have a business opportunity but need a small investment
- Their bank account is frozen and they need help temporarily
All scams. Every single one. Block and report immediately. Don't fall for the sob story, don't tell yourself this one might be real. It's not.
The Link Scam
Another common one: they'll send you a link to "verify" yourself, or to see their "exclusive photos," or to join them on another platform. These links are trying to either steal your information, get your credit card details, or infect your device with malware.
Real people don't need you to verify yourself through sketchy external links. If someone sends you a random link early in the conversation, especially if it's presented as necessary for something, don't click it. Just report and move on.
The Bots vs The Scammers
Quick distinction worth knowing: bots are automated programs pretending to be people, usually to drive traffic to cam sites or collect data. Scammers are actual humans trying to manipulate you into sending money or personal information.
Bots are usually easier to spot because:
- They respond weirdly fast at all hours
- Their messages don't really respond to what you said
- They push you to click links pretty quickly
- They can't handle unexpected questions or conversation topics
Scammers are trickier because they're real people who can have actual conversations, but the red flags I mentioned earlier still apply.
Catfish: The In-Between Category
Then there's catfish - people who are real but lying about who they are. Using old photos from when they were much younger or thinner, photos of someone else entirely, lying about their job, status, or situation. These are harder to catch before meeting, but there are still signs:
Avoiding video calls: In 2026, if someone absolutely refuses to do a quick video call before meeting up, that's suspicious. Sure, some people are camera-shy, but if they dodge every attempt to verify they're who they claim to be, they're probably not.
Vague about specifics: Ask about their job, their neighborhood, places they go, local stuff. Catfish often keep things vague because they're either not from where they claim or they're lying about major details. Real people can tell you about their favorite local coffee shop or that annoying construction on their commute.
Photos that seem dated: Pay attention to details in the photos. Hairstyles, clothes, phone models visible in mirror selfies, cars in the background - these can all give away how old photos really are. If all the photos seem to be from 5+ years ago, ask yourself why they don't have anything recent.
Platform-Specific Patterns
Different platforms attract different types of fake profiles. On Leolist App and other free platforms specifically for casual dating, the most common fakes I see are:
Escort advertisements: These aren't necessarily "fake" but they're not regular users looking to meet people through normal dating. They're often very forward in initial messages and pretty quickly mention rates or ask if you're "generous." Against most platform rules and not what you're looking for if you want genuine casual connections.
Account recyclers: People who set up multiple accounts with slightly different names and photos, often because they've been reported and banned before. If you see what looks like the same person with slight variations across multiple profiles, that's a bad sign.
Time wasters: Not technically fake, but people who have no intention of ever meeting up and just want attention or to collect matches as an ego boost. If someone's been active on the platform for months but never seems to actually meet anyone, they're probably in this category.
Trust Your Gut
Here's something I've learned: that uncomfortable feeling you get when something seems off? That's your brain picking up on subtle inconsistencies that you can't quite articulate yet. Trust that feeling. I've ignored my gut instinct before and it's always been wrong to do so.
You don't owe anyone the benefit of the doubt if something feels weird. There are plenty of real people to connect with - you don't need to waste time trying to figure out if someone's legit when you're already suspicious.
How Platforms Combat This
Good dating platforms have systems to reduce fake profiles. On Leolist App specifically, I've noticed they have:
- Active moderation that actually removes reported fakes pretty quickly
- New profile verification to reduce spam
- Easy reporting tools built right into profiles
- Behavior monitoring that can detect bot-like patterns
But no platform can catch everything, which is why you need to be able to spot fakes yourself.
What To Do If You Spot a Fake
Simple: report it and move on. Don't engage, don't try to "expose" them or play detective. Just use the report function, maybe warn a friend if you think they're at risk, and forget about it.
The platform will investigate and take action. Your job is just to protect yourself and help keep the community clean by reporting suspicious accounts when you see them.
The Bottom Line
After seeing thousands of profiles across multiple platforms over several years, I can tell you that fake profiles follow patterns. Once you learn those patterns, they're actually pretty easy to spot. Most of them reveal themselves within seconds if you know what to look for.
Don't let the existence of fakes discourage you from online dating. The vast majority of profiles on platforms like Leolist App are real people genuinely looking to make connections. Just stay alert, trust your instincts, and remember that if something seems too good to be true, it probably is.
Your time is valuable. Don't waste it on fakes when there are plenty of real people worth meeting.