How to Tell If a Dating Profile Is Fake

Check the photos first

Photos are where most fake profiles give themselves away. Catfish either steal real photos from someone else's social media or use AI-generated faces. Both leave signs if you know what to look for.

• ▸Every photo looks professional: perfect lighting, clean backgrounds, flawless skin. Real people have casual photos mixed in.
• ▸There are only one or two photos, often taken from similar angles.
• ▸The photos look inconsistent: different body type, different environment, or ageing that doesn't match across shots.
• ▸A reverse image search finds the same face on a stock photo site, Instagram account, or another dating profile under a different name.
• ▸An AI analysis flags signs of generation or heavy manipulation.

Read the bio for vagueness

Fake profiles tend to have bios that could apply to anyone. They hit all the right notes (kind, honest, looking for something real) but contain nothing specific. There is no mention of a particular city, a hobby with any real detail, or anything that would require the person to know their own life.

Genuine profiles include something specific, even something slightly embarrassing or niche. A real person writing a bio narrows down who they are. A scammer writes something designed to appeal to as many targets as possible.

Look at when the account was created

On social media platforms, check the account creation date in the About section. An account created last week with no mutual connections and only a few polished photos is worth treating with caution. On dating apps, account age is not always visible, but you can often tell from activity levels, post history, and whether mutual connections exist.

Test them in conversation

Ask questions that require specific, personal knowledge: the name of the street they grew up on, their high school sports team, what their neighbourhood is known for locally. Real people answer these easily and often with a story attached. Scammers deflect, give vague answers, or steer the conversation back to you.

Also notice whether they ask questions about you. Genuine interest is reciprocal. A profile designed to earn your trust will focus on making you feel heard and appreciated without revealing much that could be verified.

Run the photos through an AI check

Reverse image searching a photo takes under a minute and can catch stolen images. But AI-generated photos won't appear in any search, because they don't exist anywhere else online. That's exactly why catfish increasingly use them.

An AI photo analysis tool checks for the signs of artificial generation and manipulation that reverse searches miss entirely: skin texture anomalies, background inconsistencies, lighting mismatches, and other patterns invisible to the naked eye. Running a check before you start a real conversation costs nothing and takes seconds.