Americans reported losing $2.1 billion to scams that began on social media in 2025, and a subscription page is one more place where a few minutes of checking pays off.
The Federal Trade Commission’s April 2026 release on the figures showed that about 30% of people who reported losing money to a scam said it started on social media. Most creator pages are legitimate, but the habits that protect shoppers elsewhere apply here too: look before paying, and know what a trustworthy page tends to look like.
Table of Contents
Why the decision happens early
Data from a May 2025 study that OnlyGuider released as a paid press release suggests the first days matter most. Of the 1,003,855 subscribers it analyzed, 83.3% of payments arrived within 48 hours of subscribing, and only 4.2% of subscribers paid anything.
Those percentages are the publisher’s own findings and the release gave little methodology, so treat them as indicative. They still make a practical point: a fan who waits to inspect a page after paying has checked too late.
Posting frequency: look at the dates, not the count
The most useful signal on any page is recency. A profile with a long archive and nothing posted in the last month is a different product from one with fewer items and steady weekly activity.
Check three things: the date of the latest post, whether posts arrive at a regular rhythm, and whether the page says what a subscription includes. Irregular gaps are not automatically a warning, since creators take breaks, but a page that explains an absence is more trustworthy than one that stays silent.
Bio clarity and pricing transparency
A well-kept bio says who the creator is, what the page offers, how often it updates and what costs extra. Vague or inflated promises are the usual weakness. Be careful with claims of guaranteed access, limited-time deals that never seem to end, or pricing that appears only after the first payment.
The same release found that messages made up 69.74% of revenue, compared with 4.11% for the subscription itself. Whatever the exact mix on a given page, the base price is often not the full cost. A clear page lists what is included and what is optional, and a careful fan sets a spending limit before starting.
Response patterns
Many creators answer messages themselves, and some use a manager or agency. Neither is a problem if the page is clear about it. What matters is that the answers match the page’s stated terms and do not change once money is involved.
How a creator communicates before payment is informative. Replies that are specific to the question suggest a real person or a well-run team. Copied replies, evasive answers or pressure to decide quickly are worth noticing.
Pressure matters because urgency is a standard tactic in online fraud. The FTC’s advice on impersonation scams, in a consumer alert, is not to send money or personal information to someone who contacts you unexpectedly, and to use contact details you look up yourself.
Verifying authenticity and avoiding impostors
Impostors tend to copy a real creator’s name and images, then point fans to a different page or an outside payment. The FTC reported that people lost nearly $3 billion to impersonators of all kinds in 2024, so the pattern is common well beyond creator platforms.
A few checks reduce the risk. Confirm the handle against the creator’s official social profiles, which should link to the page and not the other way around. Look at the account’s age and history, since a brand-new page claiming a famous name deserves scrutiny. Keep every payment on the platform itself, and be wary of anyone who asks for a gift card, a transfer or a payment app.
Searching a model directory can help in a small way here, because a name search shows whether several similar handles exist for the same person, and that is a useful prompt to look closer. OnlyGuider describes itself as a search engine and directory, and a listing there is not an endorsement or proof of identity, so the final check still belongs to the fan.
A search worth running first
The FTC’s advice for any online purchase is to research the seller before buying, by searching the name together with the word “scam” or “complaint.” The same step works for a creator page. A handful of minutes of searching can show whether other fans have raised problems with billing, missing content or a copied identity.
Absence of complaints proves little, particularly for a new page, but a pattern of them is a clear reason to walk away. Read any reviews with the same caution, since a page’s own testimonials are marketing and not evidence.
Keep records and know how to report
Save screenshots of a page’s price, description and any promises before subscribing. If something goes wrong, those records help with a dispute or a report. The FTC takes reports of scams at ReportFraud.ftc.gov, and the platform’s own reporting tools handle impersonated or misleading profiles.
For context on scale, OnlyGuider’s estimates, as reported by WKRN, put US spending on OnlyFans at about $2.6 billion in 2025, a figure WKRN said OnlyGuider reportedly built from search traffic, population data and revenue filings. With that much money moving, a careful ten minutes of reading before the first payment is cheap insurance.