Just read your arranged marriage kidnapped by a most post and the humor in the servants always thinking reader is in peril. The same going for monster hubby (He just thinks they're submissive and breedable)
Like none of them realize they are a moster fucker cause they hide it so well. Like just imagining reader be like "oh be gentle with me I'm a dainty maiden" and then giving him the night of his life is hilarious. Or them having dinner and the servants feel bad for them cause monster hubby is eating human meat but their just thinking about other things he can use his tongue on.
Or maybe someone comes to rescue them from the terrible monster finally. But they don't wanna leave and instead fight the knight off. The knight thinks they've been brainwashed or something. Meanwhile the servants think the knight just wasn't good enough to rescue them.
Content: gender neutral reader, monster romance, NSFW!
[Part 1] | [More Monsters]
The servants are not blind by any means: they can tell, quite plainly, that their monstrous Lord has a soft spot for you. Not only that, but the beast nearly worships you! They've come up with many theories, the latest one involving witchcraft. Surely you must have some sort of magical trickery under your sleeve in order to subdue their Master. There's no other way around it. All previous humans have been devoured, or have died in a pitiful attempt to escape, terrified to the bone upon gazing at his blasphemous Majesty.
You can't blame them. It's probably better for everyone involved if you omit the fact that your source of witchcraft lies in your...genitals. Well, not just that, of course. Your husband had started to lose hope. His appreciation of humans never came to fruition before your arrival. He was expecting you to cower in fear, not throw yourself at him.
He wondered if you wanted something from him in return, but no one could possibly pretend so flawlessly: the way you clung to him unprompted. The way you hungrily took him in, tears welling in your eyes, refusing to let go until you could feel his load avalanching down your throat. The way you'd trap his hips with your legs, despite being weak and feverish, asking that he doesn't stop yet. If that wasn't proof enough, your whines and moans were loud and clear. To think he could have his own little human, one who isn't repulsed by his monstrous form. He would've been content with mere tolerance, yet someone who begged to be fucked by him? He's been delirious ever since.
He loves everything about you, naturally, but he can't deny the shameless addiction he's now developed towards your body. He'd pound you anywhere and anytime if he could. If he needs to leave for official matters, know that the return will burn in the back of his mind.
"An important date, Sir?" one traveling servant will ask, glancing at all the scribbles in the calendar.
"Indeed", he answers solemnly. It's the times when he can finally fuck you dumb.
While the servants worry about their devilish Master being put under leash, for the other fellow humans the opposite seems to be true. You recall your last "rescuing" attempt distinctly. During one of your evening walks, burly, foreign arms swept you off in an instant. Before you knew it, you were holding onto the armored shoulders of an unknown man, as he made his way out of the traditional garden.
"I'll get you out of here", he promised between heaving breaths.
You stared in confusion. What was he saving you from? A good dicking? No matter how much you explained that you do actually like your newly appointed husband, the hero wouldn't budge.
You ended up just walking back home when the man fell asleep.
"That was quite the long walk", your monster partner remarked, polishing his weapons.
"Oh no, I was kidnapped", you state casually. "Got us some fruits on the way back."
Would it have been better to lie about it? On one hand, you do feel terrible for whoever attempted to retrieve you from the claws of the tyrant. Your husband is very possessive, and you know he'll scorch the Earth until that treacherous pest is gutted and fed to the pigs.
On the other hand...he becomes particularly savage after such incidents. You won't be able to sit properly for the next few weeks, but it's worth it.
Tough luck, you tell yourself, lounging in bed with a satisfied smirk and torn apart hole.
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❝ NSFW ALPHABET ❞
MASTERLIST!
pairing . . . jacaerys velaryon x reader
◦∘。゚. warnings . . . MINORS DNI! lewd language, smut (breeding kink, creampie (?), lactation kink, overstimulation, oral (fem receiving), worshipping).
◦∘。゚. summary . . . jacaerys' behaviour in the bedroom.
◦∘。゚. note . . . i am so so so happy to be writing for hotd again, i’m enjoying season 2 so much and i can’t wait for it to be sunday tbh. i haven’t written smut in YEARS (literally) so if this is bad it’s because i am quite rusty😔 requests are open (for aemond & jacaerys)!
[ word count: 2,2k ]
A — AFTERCARE . . . what they're like after sex!
Jacaerys was raised to be a proper prince, and with that, he learned how to respect women. He’s so gentle, drawing a bath himself and making sure you feel at comfort. Anything you need he will make sure you have. When you’re both back in bed, he cuddles you and falls asleep whispering sweet nothings.
B — BODY PART . . . their favourite body part of theirs and also their partner's!
THEIRS . . . He loves his hands, mostly because you love them. Loves to use them to hold you incredibly close, to cup your cheeks when he leans in for a kiss, or just loves them when you take his hand and proudly walk alongside him, hand in hand.
YOURS . . . He loves your tummy. Loves peppering kisses on it, resting his head and falling asleep soundly while you run your hands through his hair. If you ever get pregnant it will be a hassle to get him off you and your tummy.
C — CUM . . . anything to do with cum, basically!
Even if he didn’t have a duty to get you pregnant, he would still be cumming inside you. It’s quite the primal urge he has to make sure everyone knows you’re his. It doesn't matter what you're doing, he will not cum anywhere else but inside you. If he sees his cum dripping out of you, he will push it back into you either with his fingers or simply with his cock.
D — DIRTY SECRET . . . pretty self explanatory, a dirty secret of theirs!
Jacaerys is quite comfortable in being the giver of the relationship, but sometimes he fantasies about you taking over in the bedroom. To be the one crying from overstimulation, to have you take care of him.
E — EXPERIENCE . . . how experienced are they? do they know what they're doing?
He was one of the few men to save themselves for marriage, though not because of purity but more so because he never felt the urge to go to a brothel and have his first sexual experience be with a whore. Despite this, he does know what he’s doing. He had a talk with Daemon one time many moons ago, and because of it he’s gained some knowledge. But he only learns the true meaning of pleasure with you.
F — FAVOURITE POSITION . . . this goes without saying!
Cowgirl. As previously stated, he loves the idea of you dominating him and while that isn't quite it, you on top makes him lose his mind. He also knows how much you enjoy the position, with him hitting you just right, as you once put it. With you controlling the pace and how much you take in, Jacaerys can perfectly take in the beautiful sight of your blissed-out face.
G — GOOFY . . . are they more serious in the moment? are they humorous? etc.
When he’s in the bedroom he’s quite focused on making sure you’re okay and feel good, so there is no time to be humorous. Still, things happen and a giggle or two slip out when he’s going at it too hard and bumps your head against the bed frame, or when you're both desperate and trip over your clothes. Jacaerys doesn't necessarily try to make your intimate moments funny, but he doesn't stop it if it happens.
H — HAIR . . . how well groomed are they? does the carpet match the drapes? etc.
Before you he didn’t really care about grooming, but the days prior to your wedding night he decided to look his best. You have never asked him to groom himself, but he feels as though he has to. He knows how much you take care of yourself, why wouldn’t he do the same? As for the carpet matching the drapes they do. It’s a deep brown and slightly curly, just like the hair on his head.
I — INTIMACY . . . how are they during the moment? the romantic aspect.
Jacaerys is very romantic. He’s tender and sweet from beginning to the end, mostly because he’s madly in love with you, but also because he wants to take his time with you. He’s a big fan of eye contact, handholding, and kissing. Any opportunity he has where he can feel more connected to you, he will take it. Confessions of love and adoration are not rare, an “I love you” slipping from his lips when he’s thrusting inside you, or the looks he gives you that make you feel what he’s feeling. You don’t have just sex, you make love.
J — JACK OFF . . . masturbation headcanon!
He doesn’t often masturbate, only in situations when he’s away from you and misses you dearly. Truly, he gets needy. Usually, he waits until he’s back home with you and releases all that pent up tension onto you. But sometimes, when he longs for you and can’t have you, he resorts to his hand. It doesn't measure up to what your touch feels like, at all, but it does the job to at least quell some of the fire burning up inside him.
K — KINK . . .one or more of their kinks!
As previously mentioned this man wants you pregnant so bad. His breeding kink is very obvious to you, from the way he whispers in your ear how much he wants to see you pregnant, to see his seed take and make you swell with his baby, you want it as much as him, and that just makes him more feral. The Velaryon Prince loves feeling needed, which is why edging is one of his favourite ways to make you crave him as much as he craves you. Your desperate pleas to come fall to deaf ears, as he enjoys your whining and writhing just as much as the sight of you orgasming.
L — LOCATION . . . favourite places to do the deed!
Always somewhere private. Jacaerys is not much of an exhibitionist, although he likes people knowing you’re his, he also doesn’t want anyone else to be able to see you in a compromising position. That sight is sacred, reserved only to him only. As for a specific place, he thoroughly enjoys having sex in your bed. Maybe it's because of how intimate it is or that he knows there’s no way you'll be uncomfortable, but that is his preferred place.
M — MOTIVATION . . . what turns them on, gets them going!
Anything that you do is enough. Sometimes he fears how much power you have over him, how he’s so enamoured and almost obsessed with you. He gets turned on pretty easily when he’s around you, it doesn't take more than you speaking at him in your sweet, honeyed voice for him to be hard.
N — NO . . . something they wouldn't do, turn offs!
Any type of experience where he has to share you with someone. No to threesome, no to exhibitionsim, and no to cuckolding. He also does not like seeing you get hurt, if he even suspects you’re not liking something he’ll stop until you’re comfortable.
O — ORAL . . . preference in giving or receiving, skill, etc.
Jacaerys doesn’t dislike the feeling of your mouth on his cock, but he much prefers the feeling of his mouth on your pussy. He eats you out like it’s his last meal, holding your hips down and feasting on the taste of you. He loves overstimulating you until you’re trying to push his head away, the pleasure too much. Loves how you push him back towards your pussy, grabbing a handful of his hair to make him continue his ministrations when he separates himself from you to breathe some air. Sometimes you fear he will suffocate between your thighs, when he doesn't come back up for air in a while, and what a sweet death that’d be to him.
P — PACE . . . are they fast and rough? slow and sensual? etc.
His pace is usually slow and sensual. He worships you, taking his time to appreciate all your sounds and the faces you make, forever burned in his memory. He loves showing you just how much he loves you, making you feel his adoration for you. Still, Jacaerys has moments where he can be rough, lost in the pleasure he frantically fucks into you. He rarely loses control, but when he does you’re both left a beautiful, sweaty mess.
Q — QUICKIE . . . their opinions on quickies, how often, etc.
Not the biggest fan of them. He likes to take his time, savouring those intimate moments so quickies are not something he would choose to partake in. If he’s really needy, he will consider the idea, but usually what starts as a quickie, ends in a long sexual endeavour.
R — RISK . . . are they game to experiment? do they take risks? etc.
He’s pretty open to any ideas you might have, as long as they don’t involve sharing or hurting you in any way. He doesn't mind taking risks, but he’s pretty comfortable with the things you already do and will not be the one to propose different ways to spice things up, he leaves that to you.
S — STAMINA . . . how many rounds can they go for? how long do they last?
He can last a few, it all depends on what you're doing. Three rounds is the sweet spot for him. He eats you out, he fucks you and then fucks you once more to make sure his cum really takes. If you just want to make love, have one simple round where you’re both connected, then he’ll give it to you. But this man is insatiable, so it rarely ends in one round for him.
T — TOYS . . . do they own toys? do they use them? on a partner or themselves?
Neither of you really need them, you both consider the other enough. If you ever wanted to introduce toys in the bedroom, then Jacaerys is open to the idea. Maybe one day you’ll experiment, but for now the Prince has plenty of skill that will make you forget about any toys.
U — UNFAIR . . . how much they like to tease!
He loves teasing you. He makes you yearn for his touch, adoring the pout you give him and how glassy your eyes get when teasing you. Jacaerys slicks himself along your entrance, bumping against your clit which in turn makes you squirm and whine, and he takes his time until you’re almost sobbing for him to insert himself in you. He’s the worst in public, grabbing you by your waist and telling you how badly he wishes to be in bed with you, only to leave you to go speak to some lord. He watches your agape mouth as you look at him, and all he does is smirk because he knows how wet you’ll be when he finally has you alone.
V — VOLUME . . . how loud they are, what sounds they make, etc.
Jacaerys is incredibly vocal. He groans when he finally sheathes himself inside you, moaning when you’re on top of him bouncing up and down without mercy. He’s not shy in telling you how good you're making him feel. He wishes he could speak more to you, but he becomes an incoherent mess pretty quickly and all you can understand are the few mumbles of “Need you” or “So good”, lewdly whining when you clench around him. A drawn out “Fuck” leaves his lips when he comes, squeezing your hips and almost shaking in relief when he feels his spend painting your gummy walls.
W — WILD CARD . . . a random headcanon for the character!
Wants to fuck you while pregnant and see the milk from your tits dripping, to taste the sweet nectar your body produces. He dreams of how round your belly will be, and how ethereal you’ll look with the glow of motherhood.
X — X-RAY . . . let's see what's going on under those clothes!
He’s around 15 cm or 6 inches. He’s quite girthy, with a heavy ball sack. He has some prominent veins which you can feel when he’s thrusting in you, the ridges making you sigh in pleasure.
Y — YEARNING . . . how high is their sex drive?
Jacaerys has a high sex drive, better make the most of it while he’s young. He can control himself, he has great restraint because he knows the wait will just make it all the more sweeter. You can tell quite well when he’s yearning for you, sometimes all it takes is a good look at him and other times he’ll simply groan into your ear how badly he needs you. You guys have sex pretty much every day, with a few exceptions when you're sore or simply not in the mood.
Z — ZZZ . . . how quickly they fall asleep after sex!
When you fall asleep, he falls asleep. He has great stamina but sometimes when he tires the both of you out, he can’t help but fall asleep almost instantly after he spends his load inside you. Adores cuddling you, makes sleeping for him easier and rids him of any bad dreams. He holds you close, drifting off to the sound of your slow breathing and the heat of your body against his.
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Lando Norris and [Y/n] Wolff are an on-and-off thing, fans think they're all good after [Y/n] releases a song supposedly about Lando, but they forget he's not the only Brit on the grid.
username1 HE LAUGHS AT ALL MY JOKES
↳username2 AND HE SAYS I'M SO AMERICAN
username3 sorry but in which part is y/n american?
↳username1 her mother, Y/m/n Y/l/n, is American and Y/n spent most of her life in the US after Y/m/n and Toto divorced
username3 oooh good to know, thank you!!
username4 I'm so happy to know Y/n and Lando are still together after all
↳username5 But they were never official
username4 But it's obvious! They were seen on dates many times, hanging out around Monaco, not to mention every time Y/n is in the paddock she spends more time in the McLaren garage than Mercedes'
username6 my fav nepo baby <3
username7 damn Lando must be doing a good job lol
username8 Y/n finally released a love song, everybody thank Lando
username9 Weren't there rumours about them being over forever just during the winter break?
↳username10 Toto would find a way to get Lando kicked out of F1 if he ever broke Y/n's heart lmao
username9 What does Toto gotta do with McLaren?
username10 He's rich? Lol
username9 And? Stroll's daddy is rich as well yet he can't make idk Verstappen disappear lol rich doesn't mean he can do anything he wants
username11 Guys I have a bad feeling, we actually haven't seen them together in a long time , I'm afraid they might be actually broken up for good
↳username6 I wouldn't read too much into it, Y/n studies in Monaco so she isn't able to attend races right now
username11 You sure? Y/n hasn't made a single appearance since the season started
username6 The season started in the middle of her uni year lol you ever thought of that?
↳username7 this is literally a love song, how are we even wondering if they broke up? she wouldn't release this if they were done
username6 THIS!! I feel like this song is a confirmation from Y/n that all is good, maybe she was tired of people talking if they're broken up or not
username5 Then why don't they make it official?
username6 that's not a question i can answer
username12 "I'll go anywhere he goes" then why aren't you attending races miss girl? Education can wait
↳username2 lmao it literally can't wait
username13 "the books you read" ma'am, Lando looks like he hasn't touched a single book his whole life
↳username12 And it's not like he dresses that well either, his style is nothing special
· · ────── ·𖥸· ────── · ·
y/n's texts with Lando
· · ────── ·𖥸· ────── · ·
username1 All men are the same I swear
↳username2 nooo I swear there are good ones, but that's just not Lando
username3 excuse me sir, y/n has just written a love song about you
username4 NOOOO THE WAY HE PUT HIS HAND ON THE GIRL'S LOWER BACK
↳username1 Him and Y/n are done frfr 😭
username5 Do we know who the girl is?
↳f1gossip Not yet, but I'm sure we'll know in no time
username6 Wtf is wrong with you, it's not her fault Lando can't focus on one woman
username7 But there's no way she didn't know about him and Y/n ;)
username6 There is/was no "Lando and Y/n", they never confirmed a relationship
username8 He's just won in Miami, I was hoping they'd make it official after that :(
↳username9 Sameeee it would be so cool
↳username10 Literally same, it'd be perfect
username11 Lando Norris, you disappoint me again
↳username12 at this point Y/n must be used to that lmao poor girl I hope she finds someone better
username13 WHAT DOES TOTO SAY ABOUT IT?
↳username3 Whats he supposed to say? Y/n is a grown woman, stop treating her like a baby
username14 I swear if we see Y/n back again with him after THIS I'm gonna break some dishes
↳username15 Yeah I hope she'll find some self respect and finally leave his ass
username16 Y/n I beg you to leave him, the d can't be THAT fire
yn_wolff posted on instastory
landonorris replied to your story:
↳mind if i join?
yn_wolff:
yeah lol don't join
landonorris:
i was gonna sail today anyway, what if we do it together?
hey i think i see u thru my window who are u with?
yn_wolff:
with dad and susie
stalker ass creep don't get anywhere near me today
landonorris:
I see another man
who is he?
*seen*
y/n answer me who is he
is that russell?
fucking russell wtf is he doing there
he better keep his hands away from you
what the fuck why are u hugging him
yn_wolff:
i'm hugging george and I'll do something worse if you don't stop with ur stalker shit
landonorris:
what the fuck do you mean y/n
yn_wolff:
don't worry, I'm sure that blonde girl would love to give you a hug, you should go see her
landonorris:
she's just a friend
y/n you're mine
she doesn't mean shit to me
don't show my texts to russell
yn_wolff:
Hello it's George, stop texting my girlfriend or we'll have to tell Toto
landonorris:
girlfriend?
username1 Right after? The Lando thing was yesterday
↳f1gossip Yeah, and this was this morning
username2 Whats Y/n doin with George? 🤨
↳username3 in case you forgot she's y/n WOLFF, the daughter of Mercedes' boss which GR drives for
username4 After seeing Y/n's story I hoped she's finally spending some time with Lando but...
↳username5 Have u seen what Lando posted? 😂
username4 What did he post?
username5 Oh apparently he deleted it already lol it was a story
username5 Anyway he posted like a lowkey thirst trap pic and the music he added was Tumblr girls by g eazy lmao
username4 Boohoo consequences of his own actions catching up
username5 Yeahh and he especially chose the verse that goes like "fucking off and on, always stop and go, probably got someone, choose not to know"
username6 Guys, I say we take in consideration the possibility of 'so american' being about George
landonorris Monaco weekend 🇲🇨☀
view all comments
username1 Why do I feel like he posted this just so people think Y/n was there with him even though there's not a single pic of her? 😂
↳username2 Bro why he want her when he can't have her anymore?
username3 get over it, it's your fault
username4 I feel like he's tryna say "Hey guys look, Y/n took these pics" but why would we believe it 💀
↳username1 Exactly!! We all KNOW she most likely spent the day with George
username5 Now all i think about when i see Lando is the story he deleted 😭
↳username6 totally hahah he literally called Y/n a bitch but also admitted that he can't help wanting other girls
username7 Wait when did this happen? When did he say that?
username6 he never said that, it's lyrics of a song he posted but quickly deleted
username5 He immediately regretted hahah
username8 @/maxfewtrell Tell Lando to behave, why are you even helping him with this bullshit?
username9 It's too late, you had your chance FOR HALF A YEAR and still chose to lead Y/n on, now she got someone else and you're being petty
↳username10 She let him lead her on for half a year? Damn it he should pay for her therapy
username9 I feel like she really hoped she can change him but realized "if you can't change the man, change the man"
username10 Very accurate lmao
username11 Guys, I believe Y/n and Lando were a thing for much more time than half a year, it was going on for at least a year, they were just very secretive about it
username9 Well, good for her to finally get out of this shit, she deserves so much better and I hope George will give her that
username1 I bet Toto loves his new son in law
↳username2 He has to be very relieved to know Y/n chose George eventually
username3 We still don't know if they're dating, remember George drives for Mercedes
username4 I really hope Lando is crying rn
username5 Now Lando for sure can't trick us into thinking Y/n was with him lmao
username6 I love George for saving Y/n
username7 I love them, they're all so old money, Y/n and George are a great match
username8 MY DELULU IS BECOMING TRULULU
username9 This is our confirmation that so american is about George
username10 I feel like Y/n upgraded at some point but at one point also downgraded
↳username2 Let's not talk about it, we should be happy for her and George, at least he won't treat her like an option
username11 George is literally THE MAN for Y/n, I'm so glad she finally realized that
↳username12 Chill, let's not assume stuff before we have any statement from them, we all know where assuming can get us
username13 This is my old money dream
username14 HEAR ME OUT but I'd actually love to see George and Y/n get married one day
↳username12 THIS is exactly where assuming can get us
yn_wolff Oh you'll like him, he's really kind andhe's funny like you sometimes, and I found someone I really like maybe for the first time
view all comments
username1 I'm so happy for them I'm gonna cry
lewishamilton Invite me next time!
↳georgerussell63 Toto said it was family only, I'm sorry, Lewis!
↳yn_wolff Ask Ferrari to invite you wtf
username1 lmao only Y/n Wolff can talk to a 7 times world champion like that
username2 YESSSS IT'S OFFICIAL
↳username1 Y/n is officially free from Lando!!
username3 I love the vibes, I love the fact that Y/n is dating a driver from her dad's team, I love the fact that Toto accepts it
↳username4 He must've been going CRAZY when Y/n had the situationship with Lando
username3 Absolutely and I think we all know about Toto's anger issues lol
susie_wolff 💝
↳yn_wolff 🩷
ymn_yln I hope George knows he's welcome in America too 😊
↳yn_wolff Of course!! We have a plane on Friday❤️
↳georgerussell63 I wanted to take Y/n to Miami so we can visit after the GP, but she refused 😔
yn_wolff Shut up I have uni!!
georgerussell63 It can't be more important than me meeting your mum
lilymhe Beautiful couple 😚
↳yn_wolff @/susie_wolff it's about you and dad💕
lilymhe Might as well be 😂
username3 Susie and Toto literally are Y/n and George in like 20 years lmao
alex_albon Finally, no more secrets
↳username2 ALBONO KNEW?
username4 Phew I can't imagine how much stress it was for him 😂
username5 George just MIGHT be the guy which so american is about...
username6 Something about this relationship makes me feel so at peace and I don't even know them in person
charles_leclerc Someone check on Lando😂
↳yn_wolff Charles 💀
username5 Is he wrong tho
username7 I laughed harder than I should've
↳username8 Betting all my money he's regretting all his actions
username9 As he should tbh imagine leading sb on for about a year, people who do this are evil
username8 Yeah, that was so wrong of him
username10 No but I need to know what books George reads tho
landonorris 👍
↳yn_wolff Stalker ass you don't even follow me
↳username4 THE AUDACITY
landonorris I hope you'll have fun while it lasts
↳yn_wolff YOU'RE the one to speak about lasting
↳georgerussell63 Not your place to worry about it🙂
username5 THE EMOJI MAKES IT SO FUNNY FOR NO REASON
username1 "THE WAY YOU DRESS, THE BOOKS YOU READ" he dresses well✅ he looks like he reads✅
username2 He's the perfect man for Y/n frfr
username3 I'm so happy that it's not about Lando after all, I was like girl he's treating you like shit and you write a love song??
username4 I've been waiting for it for YEARS
username5 So they had a thing for no longer than since the end of winter break and already made it official
↳username2 Something Lando couldn't do for almost a whole ass year lmao
username6 But have y'all noticed how obsessed with Y/n Lando is suddenly?
↳username1 of course he is, that's how it works, he's been rejected so his fragile ego is hurt
username3 He's even liking fans' edits of Y/n😭man is manifesting hard but I doubt anything can help him
username7 Good to know George's hands are warmer than hell, they don't look like it
username8 Girlie deserved a man who doesn't have commitment issues aka is a real man, I'm glad she got him
username9 Y'all think Lando reads Y/n x reader fanfics?👀
↳username1 Totally
↳username2 I can imagine it
↳username3 He'll do it until his delulu becomes trululu (it'll never happen🔥)
username10 I'll laugh so hard if now Lando will now stop fooling around with other girls 😂
username11 Can't wait for a whole album full of love songs about him
↳username12 I don't think we'll have to wait for long
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AO3 Ship Stats: Year In Bad Data
You may have seen this AO3 Year In Review.
It hasn’t crossed my tumblr dash but it sure is circulating on twitter with 3.5M views, 10K likes, 17K retweets and counting. Normally this would be great! I love data and charts and comparisons!
Except this data is GARBAGE and belongs in the TRASH.
I first noticed something fishy when I realized that Steve/Bucky – the 5th largest ship on AO3 by total fic count – wasn’t on this Top 100 list anywhere. I know Marvel’s popularity has fallen in recent years, but not that much. Especially considering some of the other ships that made it on the list. You mean to tell me a femslash HP ship (Mary MacDonald/Lily Potter) in which one half of the pairing was so minor I had to look up her name because she was only mentioned once in a single flashback scene beat fandom juggernaut Stucky? I call bullshit.
Now obviously jumping to conclusions based on gut instinct alone is horrible practice... but it is a good place to start. So let’s look at the actual numbers and discover why this entire dataset sits on a throne of lies.
Here are the results of filtering the Steve/Bucky tag for all works created between Jan 1, 2023 and Dec 31, 2023:
Not only would that place Steve/Bucky at #23 on this list, if the other counts are correct (hint: they're not), it’s also well above the 1520-new-work cutoff of the #100 spot. So how the fuck is it not on the list? Let’s check out the author’s FAQ to see if there’s some important factor we’re missing.
The first thing you’ll probably notice in the FAQ is that the data is being scraped from publicly available works. That means anything privated and only accessible to logged-in users isn’t counted. This is Sin #1. Already the data is inaccurate because we’re not actually counting all of the published fics, but the bots needed to do data collection on this scale can't easily scrape privated fics so I kinda get it. We’ll roll with this for now and see if it at least makes the numbers make more sense:
Nope. Logging out only reduced the total by a couple hundred. Even if one were to choose the most restrictive possible definition of "new works" and filter out all crossovers and incomplete fics, Steve/Bucky would still have a yearly total of 2,305. Yet the list claims their total is somewhere below 1,500? What the fuck is going on here?
Let’s look at another ship for comparison. This time one that’s very recent and popular enough to make it on the list so we have an actual reference value for comparison: Nick/Charlie (Heartstopper). According to the list, this ship sits at #34 this year with a total of 2630 new works. But what’s AO3 say?
Off by a hundred or so but the values are much closer at least!
If we dig further into the FAQ though we discover Sin #2 (and the most egregious): the counting method. The yearly fic counts are NOT determined by filtering for a certain time period, they’re determined by simply taking a snapshot of the total number of fics in a ship tag at the end of the year and subtracting the previous end-of-year total. For example, if you check a ship tag on Jan 1, 2023 and it has 10,000 fics and check it again on Jan 1, 2024 and it now has 12,000 fics, the difference (2,000) would be the number of "new works" on this chart.
At first glance this subtraction method might seem like a perfectly valid way to count fics, and it’s certainly the easiest way, but it can and did have major consequences to the point of making the entire dataset functionally meaningless. Why? If any older works are deleted or privated, every single one of those will be subtracted from the current year fic count. And to make the problem even worse, beginning at the end of last year there was a big scare about AI scraping fics from AO3, which caused hundreds, if not thousands, of users to lock down their fics or delete them.
The magnitude of this fuck up may not be immediately obvious so let’s look at an example to see how this works in practice.
Say we have two ships. Ship A is more than a decade old with a large fanbase. Ship B is only a couple years old but gaining traction. On Jan 1, 2023, Ship A had a catalog of 50,000 fics and ship B had 5,000. Both ships have 3,000 new works published in 2023. However, 4% of the older works in each fandom were either privated or deleted during that same time (this percentage is was just chosen to make the math easy but it’s close to reality).
Ship A: 50,000 x 4% = 2,000 removed works
Ship B: 5,000 x 4% = 200 removed works
Ship A: 3,000 - 2,000 = 1,000 "new" works
Ship B: 3,000 - 200 = 2,800 "new" works
This gives Ship A a net gain of 1,000 and Ship B a net gain of 2,800 despite both fandoms producing the exact same number of new works that year. And neither one of these reported counts are the actual new works count (3,000). THIS explains the drastic difference in ranking between a ship like Steve/Bucky and Nick/Charlie.
How is this a useful measure of anything? You can't draw any conclusions about the current size and popularity of a fandom based on this data.
With this system, not only is the reported "new works" count incorrect, the older, larger fandom will always be punished and it’s count disproportionately reduced simply for the sin of being an older, larger fandom. This example doesn’t even take into account that people are going to be way more likely to delete an old fic they're no longer proud of in a fandom they no longer care about than a fic that was just written, so the deletion percentage for the older fandom should theoretically be even larger in comparison.
And if that wasn't bad enough, the author of this "study" KNEW the data was tainted and chose to present it as meaningful anyway. You will only find this if you click through to the FAQ and read about the author’s methodology, something 99.99% of people will NOT do (and even those who do may not understand the true significance of this problem):
The author may try to argue their post states that the tags "which had the greatest gain in total public fanworks” are shown on the chart, which makes it not a lie, but a error on the viewer’s part in not interpreting their data correctly. This is bullshit. Their chart CLEARLY titles the fic count column “New Works” which it explicitly is NOT, by their own admission! It should be titled “Net Gain in Works” or something similar.
Even if it were correctly titled though, the general public would not understand the difference, would interpret the numbers as new works anyway (because net gain is functionally meaningless as we've just discovered), and would base conclusions on their incorrect assumptions. There’s no getting around that… other than doing the counts correctly in the first place. This would be a much larger task but I strongly believe you shouldn’t take on a project like this if you can’t do it right.
To sum up, just because someone put a lot of work into gathering data and making a nice color-coded chart, doesn’t mean the data is GOOD or VALUABLE.
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