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Do Faces Predict Nude Star Popularity? Porn Data Analysis

Is there a measurable link between facial geometry and performer popularity? We asked this question of our dataset — 76,000 indexed nude stars with both facial embeddings and engagement metrics — and the answer is nuanced. Some patterns emerge clearly; others defy simple explanation.

Importantly, we are not making aesthetic judgements. We are correlating geometric vectors with behavioural signals: page views, scan-match frequency, and time-on-page. The data speaks for itself.

What Correlates With High Engagement

Regression analysis against engagement metrics reveals several embedding-space patterns:

  • Facial symmetry index — computed as the L2 distance between a face and its horizontal mirror — correlates positively with profile page views (r = 0.31). More symmetrical faces attract more traffic.
  • Distinctiveness score — the average distance from a face to its 10 nearest neighbours in embedding space — also correlates positively (r = 0.22). Faces that are more "unusual" generate higher engagement, suggesting that standing out matters more than conforming to an average.
  • Embedding norm stability — faces that produce consistent embeddings across multiple photos tend to rank higher, likely because the nude engine returns them as matches more reliably.

What Does NOT Correlate

Several variables we expected to matter turned out to be noise:

  • Golden ratio proximity — the classic 1:1.618 proportion shows no statistically significant relationship with engagement in our dataset
  • Age (within our 21–50 range) — no age bracket meaningfully outperforms another when controlling for external fame
  • Country of origin — once normalised for index representation, no single nationality dominates engagement metrics

The Performers

1. Gary Gordon

Gary Gordon, age 35, from . A recurring presence in scan results across multiple demographic segments, Gary Gordon holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

2. James Van Der Beek

James Van Der Beek, age 49, from United States. A recurring presence in scan results across multiple demographic segments, James Van Der Beek holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

3. Eugene Hutz

Eugene Hutz, age 37, from . A recurring presence in scan results across multiple demographic segments, Eugene Hutz holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

4. Emin Günenç

Emin Günenç, age 32, from . A recurring presence in scan results across multiple demographic segments, Emin Günenç holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

5. Jason Momoa

Jason Momoa, age 45, from United States. A recurring presence in scan results across multiple demographic segments, Jason Momoa holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

6. Gardner Hunting

Gardner Hunting, age 34, from . A recurring presence in scan results across multiple demographic segments, Gardner Hunting holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

7. Johnny Depp

Johnny Depp, age 46, from United States. A recurring presence in scan results across multiple demographic segments, Johnny Depp holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

8. Ji Chang-wook

Ji Chang-wook, age 26, from South Korea. A recurring presence in scan results across multiple demographic segments, Ji Chang-wook holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

9. Jacob Elordi

Jacob Elordi, age 37, from Australia. A recurring presence in scan results across multiple demographic segments, Jacob Elordi holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

10. Adam Bucci

Adam Bucci, age 42, from . A recurring presence in scan results across multiple demographic segments, Adam Bucci holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

11. Timothée Chalamet

Timothée Chalamet, age 35, from United States. A recurring presence in scan results across multiple demographic segments, Timothée Chalamet holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

12. Leonardo DiCaprio

Leonardo DiCaprio, age 46, from United States. A recurring presence in scan results across multiple demographic segments, Leonardo DiCaprio holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

13. Peter Basham

Peter Basham, age 38, from . A recurring presence in scan results across multiple demographic segments, Peter Basham holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

14. Stephen Gately

Stephen Gately, age 42, from Ireland. A recurring presence in scan results across multiple demographic segments, Stephen Gately holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

15. Keanu Reeves

Keanu Reeves, age 45, from Canada. A recurring presence in scan results across multiple demographic segments, Keanu Reeves holds a distinctive position in our embedding index. The profile page offers full facial analysis and a porn lookalikes network that frequently surfaces unexpected cross-border matches.

Open profile | Face doubles

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