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The scam patterns
Aggregated from 1000 hand-researched pages · 1005 creators documented
Every page on this registry carries researched scam warnings. Put together, they map how creators — and their fans — actually get taken. Patterns are described, never routed: we say how each scam works, not where to find it.
Nine documented ways. The biggest surprise in the data: the most common scams don't need AI at all — plain impersonator accounts and fake paid-content pages dwarf everything else, and the "leaked content" that lures clicks mostly doesn't exist. Every pattern below links to real, sourced examples on creator pages.
The patterns, ranked
01 · "Leaked content" bait · 655 of 1005 pages
Links promising a creator's "leaks" — content that in most documented cases doesn't exist. The links harvest clicks, malware installs, and credit cards.
How to avoid it: Assume every "leaked" link is a scam. In our research, the promise is almost always the product.
Documented on: Abbie Maley, Abby Berner, Abby Rao, Abby Wetherington, Abella Danger and 650 more
02 · Impersonator & lookalike accounts · 651 of 1005 pages
Copycat profiles imitate a creator's handle with added underscores, numbers, or misspellings, then DM her fans with "exclusive" offers or payment requests.
How to avoid it: Verify against the handles listed on her page here — creators publish their real constellation in their own bios and link hubs; anything else is not her.
Documented on: Abbie Maley, Abby Berner, Abby Rao, Abby Wetherington, Abella Danger and 646 more
03 · Fake paid-content pages · 576 of 1005 pages
Pages claim to be a creator's OnlyFans or "VIP" account — often for women who have no paid account at all. Money links are the single most-faked thing about creators.
How to avoid it: Check her page's "Quick answers": we document whether a paid account exists at all, and the only safe route to a real one is the link in her own verified bio.
Documented on: Abby Wetherington, Abigail Ratchford, Addison Vodka, Adriana Chechik, Adriana Olivarez and 571 more
04 · Content-farm biography misinformation · 337 of 1005 pages
Auto-generated "wiki" and bio sites publish invented birthdates, hometowns, legal names, and net-worth figures — then cite each other until the fiction looks sourced.
How to avoid it: Treat any biography without a named journalist or first-party source as noise. Our pages label every fact documented, reported, or unknown.
Documented on: Abbie Maley, Abigail Ratchford, Adriana Olivarez, Adrianna Eves, Ahna Mac and 332 more
05 · Fake & squatted link hubs · 296 of 1005 pages
Duplicate Linktree-style pages claim to be a creator's "official links" — and when a creator abandons a hub, the handle can be re-registered by anyone.
How to avoid it: A link hub is only trustworthy if her verified social bio points to it right now. Duplication itself is a scam signal.
Documented on: Abby Berner, AD Smith, Adriana Chechik, Aishah Sofey, Alex Blair and 291 more
06 · Unauthorized AI content & chatbots · 215 of 1005 pages
AI-generated images, videos, and "girlfriend" chatbots built on a real creator's name and face without her consent — a documented industry-wide pattern.
How to avoid it: An AI is only official if the creator launched it herself — see our official creator AIs roster for the complete documented list.
Documented on: Abby Berner, Abella Danger, Abigail Ratchford, Addison Vodka, Agatha Vega and 210 more
07 · Romance & dating-app catfishing · 65 of 1005 pages
Stolen photo sets fuel fake dating profiles and long-con romance scams — some documented cases predate the AI era entirely.
How to avoid it: Reverse-search profile photos; a creator with millions of followers is not courting strangers on dating apps.
Documented on: Abigail Ratchford, Amanda Stanton, Amanda Trivizas, Amber Gill, Amber Pike and 60 more
08 · Telegram "VIP" impersonation · 38 of 1005 pages
Telegram accounts pose as creators selling private access. Several creators we document have publicly stated they have no Telegram at all.
How to avoid it: Unless her verified bio links a Telegram, the account messaging you is not her.
Documented on: Adriana Olivarez, Alex Mucci, Alexandra Marianna, Aliya Aural, Ana Lorde and 33 more
09 · Memecoin & crypto cash-grabs · 13 of 1005 pages
Tokens launched on a creator's name without her involvement — documented cases run from unauthorized memecoins to a fake token that took six figures.
How to avoid it: Unless her own verified accounts announce a token, the token is somebody else's trade on her name.
Documented on: Alexis Texas, Billie Eilish, Elena Kamperi, Gal Gadot, Iggy Azalea and 8 more
Counts are per-page pattern mentions in our researched warnings, not incident totals — one page can document several patterns. We never link to scam destinations, fake content, or "leak" sites; that's the point.
Quick answers
Where do these numbers come from?
Every creator page on this registry carries hand-researched scam warnings — 1000 of 1005 pages document at least one active pattern. This index counts how many pages document each pattern, and it regenerates as the registry grows.
What is the most common creator scam?
Impersonator accounts — documented on 655 of our 1005 pages. Copycat handles imitate the real creator and DM her fans. Fake paid-content pages are close behind: money links are the most-faked thing about creators, which is why we only publish creator-confirmed ones.
How do I check if an account is really her?
Search her name here. Each page lists her corroborated accounts with how each was verified, notes which platforms she is documented NOT to be on, and warns about the specific scams using her name.
Go deeper
- AI OnlyFans scams: how fans actually get taken
The editorial guide to the playbook scammers run — and the tells.
- Official creator AIs: who actually has an authorized bot
The complete documented list — everything else wearing their names is unofficial.
- The unsolved "is she real?" cases
The verdicts we refuse to guess on.