3. Audience & Identity


Ranking the Market

With some context, background, and purpose now established, we can dive into our public data research methods. We'll use the larger market to determine our research site, get firsthand experience there and dig into digital archives, determine term search criteria, extract data to a database, and analyze it. Easy!

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Alexa results for PornHub.com on 12/2/19.

First, we need to get a snapshot of the overall state of the market using tools like Similar Web & Alexa to compare sites and investigate their “overlapping” competitors. This relational data can help us zero in on sites for research that we may otherwise fail to find. These sites can provide plenty of tools, but some more advanced features are limited by paywalls. For example, we can only see 6 months of activity for each site without a premium account. But, we can take this info over to Google Trends to further gauge search interest on the sites--while it's not visit data, it does show interest. This data can help contextualize what we find on sites and place site changes and market shifts in a hxstorical data perspective. By comparing info across these platforms, we can start to get a good idea of how different site traffic stacks up.

For example, here is a comparison of search for the most popular porn sites in the world: Xnxx, PornHub, XVideos, & Xhamster. For the record, Google Trends registered Xnxx & PornHub websites, while Xhamster was labeled as a Social Platform, and Xnxx as just a search term (and it's unclear why that it is, given its traffic). It's important to remember this shows Google searches for the sites, not visits themselves (you need some premium Alexa and SimilarWeb accounts for that).

As a general note: I'll be including screenshots since unfortunately Google Trend's embeds can be buggy or even fail to appear on certain browsers--I will provide links to all the trends searches I utilized so you can go explore the results yourself.

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Site comparison of top porn sites via Google Trends.

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Site comparison without xnxx via Google Trends.

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There's a lot going on here, but your first thought may be: why aren't you studying Xnxx when they're so much more popular? I have a quick answer: that site is basically a ghost--it is near impossible to get any info whatsoever about it (except for on their forums), and many have tried and failed (one day, I will get you Xnxx).¹ You can't even get an embed dump like from Xvideos, you can only register as an advertiser via something called Traffic Factory (apparently a representative will reach out to me soon). They are possibly owned by the same holding company, WGCZ, which owns Xvideos, Bang Bros, and Penthouse, but this all requires further investigation.

So I'd like to also show a graph without xnxx in it to get a closer look at these other sites. One interesting observation I'd like to make here is in the split between PornHub and XHamster occurring between 2012 & 2013 which may be due to the addition of PornHub's ad-monetizing service that XHamster still does not really have. Amateurs we able to earn revenue from their views, which I think drove more content and viewership to the platform.

We can also display maps of these search terms to compare regional activity, like in this global comparison of term searches for these top porn sites. While this is map can only be so useful, given language barriers, bans, etc. it does align fairly closely with my previous map analyses of price-per-click via affiliates in the previous section. We see a clear clear for PornHub in wealthy western countries, although this time with an interesting lack of dominance in much of western Europe. Google Trends data does not point towards a popular future for Xhamster, but it does show increased interest in PornHub.


Getting Your Hands Dirty

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Uploader button from PornHub.

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Sitewide-tag selection in video uploader on PornHub.

From this data, we can choose a site to dive further into. As you now know I’m particularly interested in PornHub, so this is where things get fun: we get our hands dirty. Explore the site, browse categories and inspect stags and trends, click every small footer link and info page you can find—you have to use the site enough to gain some idea of how people use it, and how you can get data from it. Plus, it simply takes a certain amount of random digging before you run into things like affiliate program registries, webmaster pages, and other useful tools & resources that only those very involved in the porn sphere would find. You can create a free account, and even verify and upload content like I do if you so choose. This is frankly the only way you’ll gain access to the actual process required for posting media, and frankly to even begin to understand the aspects of the process performers have to work through—it’s critical to really dive in.

You’ll be forced to choose your official “orientation” (which is straight, gay, or transgender--as if transgender was a sexual orientation) as well as the dysphoria inducing gender identity requirement that must “match your presentation” in your media, and to tag all of your clips with both system-wide tags as well as custom-entry ones. If you want to work with monetization, you’ll have to verify yourself via a photo of you with your ID and a piece of paper with your username written on it (yes, you must show your face), and hold a valid PayPal account. After uploading, you’ll get to see how stats & subscriptions work in relation to your earnings & payouts page.

I can't even begin to describe how much stress this rigid binary process puts on non-binary and trans performers --especially when if you want to "change your gender" you have to contact a model coordinator and re-send verification images. That being said, to be honest, the process of actually putting myself out there was very much worth it to me on many levels. There's something simultaneously stressful and affirming about realizing a porn company cannot accurate categorize you in their system (we'll get to that). And if you’re going to write about people’s internet body-rights and try to understand their positions, I think putting your own in play is rather important.


Digging in the Internet Archives

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Wayback Machine logo via Internet Archive.

I know from the Categories page as well as my own experience uploading that "Transgender" is the site-wide tag that encompasses trans videos--but has it always been that way? Data we find going back to 2004 probably doesn't share this more modern language. If only we could see what PornHub looked like for the last two decades...oh wait we can because of the incredible humans at Internet Archive. We can use the Wayback Machine to track the development towards the Transgender category on Pornhub over time. When referenced against the hxstory of the site, Mindgeek’s acquisitions, forum posts, and public discourse—it can tell us a ton. Plus, we can see lots of weird forgotten relics like these 2012 ads against the California bill requiring porn performers to wear condoms on camera² which ran in the same month as the promotion of the Susan G. Komen Foundation for breast cancer awareness.

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A PornHub ad banner against the California bill imposing condom usage, still preserved by the Wayback Machine (Oct 29th, 2012).

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The breast cancer awareness campaign for the Susan G. Komen Foundation on PornHub (October 25, 2012).

The furthest back we can go back and see any form of the porn site’s official “Categories” page is June 8th 2008, in which there is no Transgender category. There isn't anything  seemingly related, nor is there even a Gay category at this point, which could have possibly acted as a catch-all for most "fetish" materials like on some other sites. If any videos were up here at this point, they existed within other categories on the site.

The first instance of a related category is that of "Shemale." It's earliest archived appearance is February 8th, 2010 (closest prior scrape was May 4th, 2009, in which it did not exist). This is also the first archival appearance of the “Gay” category (and if you'd like more information on the hxstory of this term and its relation to gay pornography, I'd direct you towards Jeffrey Escoffier's work).³ On the archive of the actual Shemale category page itself, there are 16 videos without a “next page” button and a the banner that reads: “Shemale Content Powered by Tube8 & Extreme Tube. PornHub does not have any shemale content. Please visit our friends at Tube8 and Extremetube for the latest in shemale videos.”

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Banner from the February 8th, 2010 Shemale category page on PornHub via the Wayback Machine.

By October 25th of 2012 this banner has disappeared from the Shemale category page, but an official video count still is not displayed. But by Oct 28th 2012 a video count appears (377) for Shemale, which indicates that these videos began to officially be hosted on the site. The word transsexual appears at this point in some videos in the October 28 2012 Shemale category page, as well as hermaphrodite, tranny, she-cock, tgurl. The company acquired both Tube8 & Extremetube back in 2010, and this change seems to signify their shift towards progressively centralizing a database.


Interactive Graph: "Shemale" Category Growth

I've compiled all the data points I have from the "Categories" page of PornHub via the Wayback Machine. This interactive graph explores some of the most critical moments throughout the hxstory of the shemale/transgender category, from its inception until now, and highlights important events and site-changes for context.

To highlight some important dates from this timeline: from February 14th 2014 Shemale (845) doesn't move much, staying at the same number until August 1st 2014. But then on August 2nd 2014 (6487) the number jumps up massively, denoting either a huge aggregate move, or a technical error in updating the number on the categories page. And from here on out, Shemale videos start to progressively grow in number.

Throughout this development, Pornhub feedback actually has a series of Support tickets open up with votes about changing "Shemale" to "Transgender." The first is from August 17th, 2013, another pops up on November 20th, 2015, and a third on December 25th, 2016 (merry Christmas). While the first official archival confirmation of this is on February 6th, 2018 (25566), the first public discussion of PornHub changing its "Shemale" label to "Transgender" was on January 27, 2018 in the form of this fascinating trans Reddit thread. The dialogue in all these forums is fascinating and well worth a read.

Then overnight from December 16th, 2018 (31150) we move from just having Transgender to December 17th, 2018 to having multiple trans categories, Transgender (31182) and Trans with Guy (894). On December 20th, 2018 the growth continues to add Trans with Girl (163), and on December 22nd, 2018 to create Trans Male (73)--thus bringing us to our modern categories. As of October 11th, 2019 PornHub has Transgender (35679) with the sub-categories: Trans With Girl (583 vids), Trans With Guy (2,769), and Trans Male (403).

While there is a great deal to extrapolate from this interesting timeline, the main point I would make is that Transgender is a very, very new label in pornography. And the syntax of it really matters, not because of "visibility" or however you'd like to frame it, but because of the consequences it has for how pornographic images are sorted and tied to larger trans terminology. The conversation on that original 2018 trans Reddit thread sums up these consequences perfectly:

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One of the more fascinating trans reddit threads: r/traaaaaaannnnnnnnnns.

"

will_i_be_pretty: Ironically, this is going to make it harder to find the non-gross trans porn ... :(

...

gallyguru: Porn that is more humanizing to trans actors in a way that trans people generally enjoy will generally say "transgender" or "trans" instead of shemale or tranny or whatever. But if it all starts getting called transgender, you can't just use key words to get a better chance of finding more "non-gross" porn.

[deleted_user]: Oh I think I see what you mean, you mean that it's just going to be filled with porn of trans women designed for straight guys rather than being porn for trans people?

saoirse-on-Thames: Still much better than normalising [sic] that slur in a way that people think it's a non-offensive term.

[deleted_user]: Yeah, that's why I was initially confused and tbh I do agree, we were always gonna get the shit end of the stick though, basically another lose-lose situation for us!

...

addy-bee: Yeah, because there was just so much of that [porn by trans people for trans people] to be found on pornhub?

"

And the convo just goes on from there and is absolutely amazing--I strongly suggest reading through it. There's a really diverse range of perspectives, experiences, and identities represented throughout the thread, and it's just very thorough and engaging as an archive of first-reactions to the syntactical shift. The question that really bothers me is around access. Changing the labels and "properly" sorting Transgender porn does make it easier to find and more organized, but does it also force a heteronormative absorption of the content? And furthermore, was having trans content simply living within categories like "Big Boob" and "Big Dick" rather than in their own space actually making it more likely to be engaged with by a wider swatch of browsing users? While most videos using the "shemale" label were likely not those chosen by trans performers themselves, if they were intentionally named that way, is it okay to just change all the tags of those videos to "transgender" overnight without consent? This question raised on Reddit is so critical because it cuts straight to the point: who does this "official" category really exist for? Statistically, I need more data, but from personal browsing experience in the space as well as external analyses, I would resoundingly say: cis men.⁴


Terminology, Syntax, & Culture

While we now know that Shemale and Transgender are site-wide tags to look for in data from sites like PornHub, we need to explore what other terms and tags may be worth capturing as well. We can use Google Trends again to quickly find related searches and top terms that can help with this process.

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Related topics for "trans porn" search term via Google Trends.

From searching related topics or queries for “trans porn” (by the way, just searching “trans” is basically useless given how many usages it has in language) we find a lot of interesting related topic & query terminologies like transsexual, shemale, tranny, and sissy—as well as related fields like virtual reality, hentai (Japanese animated porn), the Pontiac Firebird (because of the Trans Am), Chaturbate, and then most interesting to me Trap Music which is likely due to the word “trap” as used to describe a trans woman. From clicking around into each topic more specifically, we can locate lots of terms we may not even know existed—like futanari (Japanese term roughly for a hermaphroditic being) and kathoey (the Thai word for essentially a transfemme person—or a “ladyboy”).

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Global mapping of the search term "ladyboy" via Google Trends.

To better understand the context of these various terms, we can compare as well as map them by region. For example, when we map the term “ladyboy” we can see its search prevalence in southeast Asia and Australia, likely due to the prevalence of its usage and possibly to the popularity of sex tourism amongst western visitors.

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Terminology comparison search results via Google Trends.

We can also gauge usage of terminology when searching for trans pornography with these same tools. For example, we can compare interest in the search terms “trans porn” “ladyboy porn” and “shemale porn” from 2004 to present.

The massive prevalence of the term “shemale” is clearly shown to have little competition globally. I find it really interesting that 2006 has the biggest spike in interest in shemale porn for some reason—I’m assuming some sort of viral effect occurred that year, but I’m honestly not sure and am pursuing research on it. We can explore searches for “shemale porn” as a term globally or for “trans porn”, but given language barriers (since it's not a "topic"), it's unclear what it can accurately tell us.

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Shemale porn searches global 2004-present via Google Trends.

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Transgender porn searches global 2004-present via Google Trends.

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Shemale porn vs Transgender porn searches global 2004-present via Google Trends.

What I do find interesting are the graphs of popularity in searches for "shemale porn" and "transgender porn" from 2004-present, in which we can clearly see the declining popularity of shemale as well as the more recent rise of trans terminology usage. However, when compared against each other, we see that the overall usage of shemale still so vastly outweighs that of transgender in terms of porn searches on Google as a whole, making their respective changes almost negligible. It's critical to run not only individual popularity results on Trends, but comparative ones as well, lest you completely lose overall context in their world of pretty graphs.

On the topic of general practice on Google Trends: it is important to note the difference between “search term” and “topic”.⁵ “Search term” is language specific, so when we look here we are seeing western words searched in Roman alphabet that directly match our terms.“Topics” are more useful because they are language-agnostic, however, Google does not disclose what specifically is included in each topic—so we don’t really know what’s in the secret sauce. Both can be useful for exploratory context, although they should probably not be taken beyond that stage, given the lack of verifiable methods.

However, it can be interesting to see which terms get their own “topics” and which do not. "Transsexual Pornography" is only trans porn-related topic I could find for any keywords—and it’s unclear if it encompasses most of these “fetish” terms we’ve found in their own non-explicitly-pornographic topics. How does google differentiate between Transsexual Pornography and Shemale content? Why this Transsexual the specific wording of this catch-all main topic, when it may not be the most searched term? I do not know, but it certainly makes me curious what’s in the special “topic” sauce that defines pornography—and we’ll get into that possible “adult” algorithm more in the next section. Given what we’ve seen in terms of related searches and their relationships to fetish, it could be possible that a great deal is included or excluded improperly.


Embed Dumps

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Webmasters page at PornHub, identical copy populates webmaster pages across all PornHub Network sites.

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HubTraffic embed dump selector.

This is the really good stuff. The "Webmasters" section of porn sites are a treasure trove of public information. They host the infamous "Embed Dumps" for many sites, which I discussed earlier. You do not need to somehow contact Pornhub and receive/buy access to their data--you can just download it and start checking out tons of data. PornHub's embed dump consists of over four million videos in a CSV that contains titles, site-tags, custom-tags, links, thumbnails, views, likes, dislikes, favorites, and pornstar names--and it's just sitting there for you. You can get a live RSS feed of the adds, updates, and deletions as well. If you don't want the entire file, you can also register for free as a HubTraffic affiliate and pull tag-specific CSVs from PornHub, Redtube, Tube8, YouPorn, XTube, Spankwire, Keezmovies, and ExtremeTube's databases. You can even embed those videos and start your own porn shell-site as I previously mentioned...

Personally, I wanted the entire database, because I wanted to not only grab videos in the "transgender"/"shemale" category, but also to find any video with custom tags matching the similar terms found from Google Trends. The problem is, this is a 4 million line database--it's huge. And rather than take up time on a supercomputer running Excel, I wanted to find a quick way to sort through the data.

For the sake of those here with no interest in database management, I've placed the methods & tutorials over in my methods page. It took months to figure this out, and I've painstakingly condensed everything I learned from the process of trial & error in that tutorial page--I hope it is helpful.

TLDR (for those not interested in my cool methods page): using a series of queries based on the overall Transgender category (30k videos, including all former Shemale which were appended during the shift, nearly matching the site number), combined with the terms discovered in exploring Google Trends and the Waybackmachine archives (another 30K videos), I pulled 60k video entries from the Embed Dump. I believe this represents the total trans-porn available on PornHub fairly well.


Analyses: Tags, Titles, Corpus

With this newfound data now in an SQL database, I wanted to quickly get some useful info. Getting into trends between things like view-counts and tag-names is a much more complex operation, so I decided to start instead with a Corpus (bunch of text) analyses to scan through the Titles and Custom Tags of videos in order to understand what kinds of branding decisions went into publicizing the content (for further examples of Corpus analyses, please see the incredible "Emails from Nancy Nutsucker" text analyes of over 300 unsolicited pornographic email advertisements).⁶ Basically if we can understand the most popular terms and tags, we can better understand how trans performers are labeling themselves to generate streams--which Patrick Kielty has done great work contextualizing in internet porn social structures (re: sexual classifications being neither top-down nor bottom-up).⁷ And given these most popular tags, in the future, we can compare them against view-counts to determine which actually generate the most attention compared to saturation. If you're too excited to go write queries in Tableau or Python, you can grab the text from your CSV and throw it into local tools like AntConc, just toss it right into Voyant Tools in your browser (which can handle a shocking amount of text, and allow you to share and embed info with quick visualizations). These embedded tables are the top results Voyant spat out from the 60k videos I got from the embed dump:

Custom Tags

Table of most common custom user-entered tags on videos.

Titles

Table of most common user-entered titles on videos.

While the top results of shemale, sissy, tranny certainly don't surprise me--this data helped confirm some data on content as well as prompt new questions around popular trends. For example we see that clearly anal sex is the dominant activity in most trans porn videos, pointing to a fairly monolithic idea of trans-sex (which points further to the cis market, in my opinion)--although this data could be made less significant by the fact that anal sex is becoming increasingly popular across-the-board in internet porn.⁸ "Bareback" is the top 50 for both tags and titles, pointing towards a fetish for unprotected anal sex--again not uncommon across-the-board, but combined with the prevalence of tags & titles like "slut" & "whore", and given the high rate of  STD risk for trans people (especially those in sex work), it does make you wonder about impacts this has on fetishization of unsafe sexual practices on the client-side of sex work.⁹ If we search, we also find more than 2k videos with the tag "fag" which should point to further complexities around respectful labeling versus attracting views, and only 39 videos tagged as "nonbinary" pointing to the dearth of nonbinary content in PornHub's trans porn sphere. A term of particular interest in the top 50 of both is "3d" which refers to both CGI porn as well as VR & possibly stereoscopic 3d porn as well. I'm specifically pointing this out now because I believe it is critically important, and I'll touch on it later in the next section.


  1. Woods, B. (2016, March 3). The (Almost) Invisible Men and Women Behind the World's Largest Porn Sites. The Next Web.
  2. AP. (2013, August 17). Judge Upholds LA County Condom Requirements For Porn.  CBS Los Angeles.
  3. Escoffier, J. (2011, October 7). Imagining the She/Male: Pornography and the Transsexualization of the Heterosexual Male. Studies in Gender & Sexuality.
  4. Fischer, I. (2019, August 29). How Porn Affects the Trans Image. Wussy.
  5. Leung, C. (2015, June 18). Exploring Google Trends' Explore Function: Finding Keywords & Queries. Quietly.
  6. Paasonen, S. (2006, November 1). Email from Nancy Nutsucker: Representation and Gendered Address in Online Pornography . European Journal of Cultural Studies.
  7. Kielty, P. (2012, July 21). Tagging and Sexual Boundaries. Knowledge Organization.
  8. Engle, G. (2017, August 14). How the Normalization of Anal Sex Has Shifted the Conversation About Consent. Marie Claire.
  9. Fitzgerald, E., Elspeth, S., & Hickey, D. (2015). Meaningful Work: Transgender Experiences in the Sex Trade. Washington D.C.: National Center for Transgender Equality.