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Dirty Words - Analysis Of 5000 Escort Reviews

October 18, 2011

Dirty Words: A Probing Analysis of 5,000 Call Girl Reviews

There is an online subculture of men who review their encounters with escorts using a frank, exhaustive style you’d associate more with reviews of hotels than sex. I analyzed five thousand of these ‘field reports’ to see what I could find out about the punters, their use of language and their outlook on sex for cash.

According to the London Evening Standard, is “the most successful of the prostitute-reviewing Internet sites” – and that’s an accolade the site proudly boasts at the top of its front page, right underneath the garish red logo and two fluttering Union Jack animated GIFs, which look like they’re right out of 1999 (the year PunterNet was established).

I was 12 years old in ‘99 and don’t think I’d even heard of escorts, much less spent two weeks sorting through 5,000 meticulously written reviews of their bodies and bedrooms. That’s the challenge I recently set myself though. My original intention was to find out what words punters most often use to describe the women they sleep with and the places they go to do it. Are they sweet and romantic (sometimes) or boorish, with the air of misogyny you might expect? (Not that I saw.) At some point through the scraping, stripping and analyzing of the million words I got from the 5,000 reviews, I decided it would be worth getting a bit more from whole thing than just word choice, like how much men pay, what they do with the women and how long they’re allowed to do it before they get kicked out.

I’ll tip the hat a little now by revealing that the ‘girlfriend experience’ is more popular than the ‘pornstar experience’ and that foreplay is ranked 16 out of 20 in the list I compiled of most mentioned sex acts. But that’s just scratching the surface. Let’s rewind a little and start at the beginning: how the data was collected. The thing is, statistics can be boring—so every now and then I’ll throw in an excerpt from a review. Also, if you’re gagging for the juicy details, you can skip straight to the conclusions and the infographic I made to accompany this article, which are here.

As soon as Autumn walked thru the door, she wrapped her arms around me, pushed me on the bed and snogged me to death. As starts go this was pretty good.

Step One: Choose the cities

Because my main goal with this project was to create averages of word frequencies, prices, session durations and so on, I knew I needed a lot of data. I settled on the figure of 5,000 reviews: 500 from each of the UK’s 10 biggest cities by population. These are (or were, according to last the census, taken in 2001):

The UK's Largest Cities

After a short wait, Juliet entered the room and was immediately up close and personal, touchy and feely. No two ways about it, this lady spreads happiness, especially in the trouser department.

Step Two: Grab and prepare the data (boring!)

Actually, this step wasn’t totally boring. This is when I started to skim-read dozens of field reports and notice some interesting things. First was the way a lot of the punters write their reviews. The database uses provides certain standard fields for the user to fill out and these cover specific facts about the booking, like how much it cost and what the girl looked like. A lot of punters seem to relish the opportunity to voice their views and go to great lengths to describe their experiences in detail—often graphic, hilarious detail. They don’t all write essays; some are more business-like, all about the facts. Like this:

Great GFE 10/10. Great OWO. Passion 10/10. Eager to please. Clearly loves sex and it shows, loves her job. Treat her with respect and she will make u happy.

GFE means girlfriend experience, OWO means oral without a condom. The punter subculture has a lingo all of its own and we’ll get to it shortly.

Other reviews are written like erotic fiction: the reviewer describes his booking in massive depth, with no details overlooked. I got the impression that some punters gained an additional sexual kick from the chance to relive their experience this way. Either that or they had nothing better to do. 500+ words isn’t unusual for the ‘comments’ part of the report, which is typically where the punter describes the sex that took place. It was while reading the comments that I made my next observation. The punters often describe the girls and the sex they have with them in a way that wouldn’t be out of place on—it’s right to the point, highly superficial and everything you’d expect of a review that is meant to guide other men into making the right decisions the next time they fancy a punt. Case in point:

Extremely unpleasant, appalling personal hygiene, stinking down below. Booked 2 hrs, couldn’t tolerate the odour. Asked her to wash below… Happily agreed, no better, agreed to cancel and refund the second hour.

But there are very rarely, if ever, comments that could be classed as abusive, woman-hating or anything of the sort. In fact, a lot of the guys display attitudes that are not only highly complimentary of the girls, but bordering on sycophantic.

Again, though, if the service isn’t up to scratch, the punter will always let the community know: accuracy seems to be king, with flattery second and cringe-worthy outdated UK colloquialisms for sex acts and body parts coming in third, like ‘frig’, ‘bonk’ and—brace yourself—‘cunny’.

Gabriella came into the room as I was watching the porn, naked on the bed. I asked her to stand over me and strip, and then to frig herself while spitting at me. She was happy to do this.

I’m sure she was.

Step Three: Analyze the results (interesting)

First, some figures. As you’ll see in the infographic later on, the average cost for a escort is £103 ($161) per hour and the average duration of a session is 75 minutes.

During this time, the punters indulge in whatever sex acts they’ve agreed with the escort. These almost always seem to include oral sex without a condom. Penetrative sex without protection doesn’t happen or, more likely, just isn’t included in the reviews I looked at because of’s guidelines for submissions: “Reasons for rejecting Field Reports…The report stated that unprotected vaginal or anal intercourse occurred or was offered.”

So it seems the admin of the site does have certain moral imperatives. A link to Crimestoppers is provided for anyone who suspects an escort might be underage or working against her will—there’s even a video about trafficking for visitors to download and watch.

All of this aligns with PunterNet’s advertised goal of “…promot[ing] better understanding between customers and ladies in hopes that everyone may benefit, with less stressful, more enjoyable and mutually respectful visits.” ‘Mutually respectful’ is an interesting term, I think, and it does seem to run through the field reports as a theme.

Many of the most interesting reviews are ones in which the punter wouldn’t recommend the girl and, as a result, the girl responds with a rebuttal to put her side of the story across. It’s really rather civilised (but still frequently uncomfortable reading):

This was the most unhorny punt I think I have ever had. Why he came to see me I do not know, because I don’t think he got anything out of it, I know I certainly did not. I think he killed it for me when I started giving him OWO. I had just got started when I smiled at him and asked him if this was nice and he replied ‘I’ve had better’.

It’s while reading the rebuttals that one gets a slightly different perspective on the business. Clearly the punters’ reviews are their memories of the bookings, not the escorts’, who I dare say often have different feelings on certain matters to the men they’re having sex with. One rebuttal mentions how the client, without warning, decided to bite down hard on the girl’s nipple, which she didn’t take kindly to. This goes unmentioned in his retelling of the events that took place, but understandably features prominently in hers.

Rebuttals are few and far between though—87% of guys would return to the girl in their reviews and 92% would recommend her to other punters. This is a good time to talk about ‘other punters’. PunterNet is designed with the punter community in mind and the escorts they visit, but it’s not just online that the men rub shoulders. Many men literally cross paths at parlours and brothels.

I should have walked away when they left me waiting outside the building for 10 minutes. When I did enter the flat I bumped into another punter who was just coming out of the room (not good etiquette).

If you think that’s bad, you haven’t heard the half of it. Another reviewer mentioned being able to taste the dry saliva of a previous punter on the escort’s nipple while he sucked it. Yet he diligently continued, apparently only partly perturbed. While this casual approach to sharing juices and ‘sloppy seconds’ might not be the norm for punters, it does exist, which speaks volumes about the attitude they carry with them on every visit to a parlour or brothel. It’s a ‘punt’ to them, in both senses of the word. They take their chances and report back on how things go, good or bad, recommended or not. Like any online repository of reviews, it’s beneficial for both the buyer and the seller: good reviews mean better experiences for the men and more business for the women.

Lidia is someone you need to invest in to get the ultimate GFE — however once she tunes into you then it’s all good. Great BBBJ, great sex in many positions. As always YMMV however always found her to be great fun and delivers.

Terminology was the first thing I wanted to investigate when I had the idea of analyzing escort field reports. ‘Escorts’ is the first interesting word to consider—what does it mean? When I initially heard about escorting I presumed escorts always go on dates with the clients (hence ‘escorting’), however from what I can tell now the only way one could argue the punters are ‘escorted’ is towards an orgasm or two by the hand, mouth or ‘cunny’ of the working girl. The sessions are in-calls (a brothel, parlour or the girl’s flat) or outcalls (the man’s home or hotel) — trips to theatres or restaurants are practically non-existent. ‘Escort’, then, is a euphemism for prostitute in same way ‘curvy’ is used to mean fat. It’s the same thing, but with a lot of the negativity stripped out.

Punters and escorts have terms and acronyms for all of the most common, and a lot of the more uncommon, sex acts. PunterNet even provides a dictionary of terms and abbreviations for the more inexperienced johns, which includes gems like:

  • Basket shopping: Observing the male organ through clothing
  • Petticoat discipline: Punishing or humiliating a boy by dressing him as a girl.
  • Vagina: Orifice of female sex organs

If the punters don’t know what the last one means I really don’t know what they’re expecting for their money – an anatomy lesson, maybe.

I used the full dictionary to draw up a shortlist of the most common sex acts punters buy and their associated terms and abbreviations, then checked which were the most mentioned in the 5,000 reviews. Here are the top 20.

Most Mentioned Sex Acts in 5,000 Escort Reviews

The fluid way in which the men incorporate these slang terms and abbreviations into their reviews hints at how immersed in ‘the hobby’ most of them are. It’s part of their world. They’re super casual about it too—you see the odd first timer writing a report, but most are serial punters with dozens of happy endings under their belts. One man, using the pseudonym ‘The Godfather’, has racked up 249 reports on the site over an 8-year period that have a total cash value of £30,768 ($48,391). Not so much a hobby for this Don Corleone of punting as a career. He has plenty of criticisms of the girls he hires though and seems to have made at least one working girl, called Blaise, an offer she could refuse:

I asked for owo but she shook her head and replied in that strong Brazilian accent of hers ‘sorry beiby..I daon do’. Unbelievable. I’d coughed up 200 smackaroons to see this girl, going £50 over the limit that I usually set on myself and here she was, treating me like some stinking old tramp.

Whether that was a fair assessment of this man of leisure is anyone’s guess. Blaise didn’t write a rebuttal.

Step Four: Draw some conclusions (tricky)

(Results are different to conclusions, so for the full list of averages and some other juicy titbits, check out the infographic at the bottom of this page.)

People have very different opinions on prostitution. Is it healthy? Moral? Should it be totally legalized? But they are questions for a different article. All I want to comment on here is what I’ve seen in the field reports I’ve analyzed and read.

It’s impossible to miss the recurring themes of the field reports on PunterNet. The reviewers always make reference to the same things. They care about the way the girl looks, how she’s dressed, her sexual technique and how into the sex she appears to be. If an escort falls down in any of these areas, perhaps by looking different to the photos on her site or by rushing the punter out of the door, you can be sure he’ll mention it in his review of her.

These four criteria aren’t particularly surprising, in fact they’re things we all care about when we have sex. If we aren’t attracted to the other person or if they seem like they’d prefer to be anywhere other than naked in our bed, we get massive pangs of anxiety. That is, we the general public. Punters don’t seem to suffer in such a big way—to them it’s wasted time and money. This must surely be because of the main element punts lack that ‘normal’ sexual relationships possess: emotional attachment.

Punters often speak at length about how special certain escorts are, how they’re sweet, fascinating people, deserving of respectful attention, but that’s as far as the caring goes—sexual jealousy and the state of appreciation for loved ones anthropologists call ‘special meaning’ don’t exist. But why should they? Punts are sexual conquests, often colourful ones, but they’re sexually motivated nonetheless.

There was only one review I read that didn’t include sex. The punter paid the escort to sit on a bed with him and recreate romantic scenes from famous films, like the ‘I’m flying’ part of Titantic. He read Jack’s lines and the girl read Rose’s (which must have been an easy day at work for her).

I don’t think punters are lacking the emotional circuitry necessary for experiencing genuine love and affection. They have just decided to bypass the usual steps men must take to go from not knowing a woman to having sex with her. This arrangement is fine with the escorts of course; their reward is financial. The punters’ wives (and a lot of them do appear to be married) might be the only directly connected party who’d struggle to see the bright side.

She has a bubbly personality, good conversation and if truth be told it took me back to those occasions when I thought how much more fun it might have been to stay at home with the baby sitter and leave the wife to go out on her own!


Would I recommend this lady? No, she’s all mine and I want her as my personal sex slave forever. Would I see her again? I’d bloody marry her except that might piss the wife off!!


I had to stop her several times otherwise my stay would have been very short. I had planned to save myself for my wife later but the way she looked at me I decided to let go and had the most mind blowing orgasm in years.

Charming stuff. According to the web metrics site, PunterNet is frequently visited by males who are in the age range 35–44, are graduate school educated and browse the site from home instead of work. Sounds about right. They’re also more likely to have kids than the average internet user.

I probably wouldn’t go back, just because we seem to click more in a chatty sense (talking about our kids) than a “let’s screw each others brains out” sense.

Who the sucker is in the punter/escort relationship is hard to tell. Maybe both, maybe neither. The women are well paid and seem happy with their choice of job and the men enjoy their punts and tend to repeat them again and again. Those are the positives.

The negatives might be that the men are indulging a basic craving that would be satisfied in a healthier, more productive way by more traditional sexual relationships, and the women are undermining the dignity of their sexual selves by opening the door to any man who has enough cash.

Escorts and punters would presumably agree with the former summary, whereas the general public, who stand at a distance from the business, would be more likely to go with the latter. Prostitution is as good or bad as the results it produces; sometimes there will be smiles all round, other times it’s bound to be a bleaker situation.

Step Five: The Infographic

The infographic was the thing I was most excited about producing for this project: a visual representation of all of the averages that came from the analyzed field reports, plus a few bonus stats. The top section shows a collection of word clouds that together make up a scene of an escort sitting on a sofa. This is the ‘average encounter’ and it shows the words punters most often used in their field reports to describe girls, locations, prices, recommendations, etc. The lower part of the infographic shows the UK rankings for the different criteria, which should be self-explanatory.

It took a long time to create but was a lot of fun. It’s surprisingly hard to find an appropriate silhouette of a seated woman to use as a word cloud while still maintaining her sexy shape. I tried 14 options, some of which are below for your (admittedly pointless) perusal.

Women infographic options

As you’ll see in the full-sized infographic, punters seem to care most about the location being cleandiscreet and with safe parking, and make the most remarks about the girl’s hairbreasts and figure. The most popular adjectives are slimnicelovelypretty and attractive.

Step Six: Experience an escort for myself

Well, no. But if I were to do it, I’d know from my research that the best city to visit would be Leeds (most recommended) or maybe Liverpool (second most recommended but best value by price). If I did go to Liverpool the girl’s name would probably be Amber (most referenced name there) and she’d be 5’4” and blonde. She’d charge me £64/hour and for that I’d almost certainly engage in oral sex without a condom (most referenced sex act).

But I’m not going. I think it’s a scene more suited to guys like The Godfather and Wanknobob…

Wanknobob: “Unfortunately this bird wasn’t very good looking, didn’t have a very nice bod, stank of cigs and was the worse actress i’ve ever seen. She tries to give it the porn star thing, but doesn’t respond to you, just mecanically acts like you’re the best lover she’s ever had. At times i lost my hard on a couple of times due to the mecanical nature of her performance and she didn’t acknowledege it, just carried on as if i was peter north (legendary porn star if you didn’t know) even though i was soft. Total waste of money.”


Mandy: “Well, it’s not very often I feel the need to reply, but this BOB? needs knocking down a peg or two himself. He had obviously been the hotel bar for a drink, or 10! He stunk of booze, slurred his words and was very very ugly, but hey, that’s the business that I’m in and I take the good with the bad. You can figure if out for yourself what actually went on. But in my own defence I was, as always, welcoming, sexy and very professional about the situation even though there wasn’t much for me to work with (brewer’s droop). No girl should have put up with a client like Bob, and as his name says-perhaps he should stick to the wanking or try the *AA*. DEFINATLEY ONE TO AVOID GIRLS!”

The Infographic

Here’s the infographic I made that displays all of the averages from the field reports analysis. Click the image below to open it in a new window.

Dirty Words Analysis of Call Girl Reviews Thumbnail

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In return, you’ll get exclusive access to Q&As and my Full Reports – long-form PDFs, audio, and videos packed with bonus findings and behind-the-scenes commentary.

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