We inspected 120 selected public creator biographies in the official platform catalog. 115 contained an explicit OnlyFans account link in the observed material; five did not. All 115 observed account URLs were distinct. A missing link in this audit does not establish that a creator lacks an account.
This is a link-coverage study, not a review of paid subscriptions or a measure of the platform's entire catalog.
How the sample was selected
We began with ten identity and source-comparison cases, comprising three athletes and seven comedians. We then followed the catalog API's observed return order, skipping selected entries, until each category contained 60 pages. The request did not specify an ordering rule.
That process produced a purposive convenience sample. It was not random, representative of all creators, or weighted by search demand. The aggregate report records this selection method alongside the counts.
What the extraction found
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| Observed property | Pages or URLs |
|---|---|
| Selected public biographies | 120 |
| Biographies with an explicit platform account link | 115 |
| Biographies without an extracted account link | 5 |
| Distinct extracted platform account URLs | 115 |
| Biographies with other public source links | 118 |
All 120 page requests returned HTTP200 and had a recorded source-body hash. A successful fetch makes the material available for inspection; it does not validate every biographical statement or guarantee that a linked destination is currently available.
How to interpret the five missing links
The narrow finding is that no matching link was extracted from the observed page material. A page design, an incomplete biography, a source change, or an extraction limit could affect that result. The audit did not determine which explanation applied to each case.
Guessing a destination from the person's name would conceal that uncertainty. Our handle-comparison study found that display names and published handles often differ even after simple normalization.
What the official catalog can establish
An explicit account link on a platform's own public biography is useful evidence of the destination the platform publishes for that identity. It is stronger for that narrow task than an unattributed third-party name match.
It still does not establish current price, included paid access, message authorship, or a creator's latest sporting record. Those facts require sources suited to those questions. The official-link guide separates account connection from the details of an offer.
Reuse the result with its scope intact
The official creator center was the source context for the selected biographies. Cite this study as a dated inspection of 120 selected pages, not as a completeness score for the entire platform.
The aggregate download contains counts and method notes without a list of private identities or subscriber information. Future coverage measurements need to declare their own selection and observation date before being compared with this baseline.