PSA: AO3 Bots Are Getting Worse (And Here's What You Need To Know)
Alright so if you're active on AO3, you've probably heard about the bot problem. It's been going on for years but it's gotten way worse lately, so here's a breakdown of what's happening and how to protect yourself.
What Are AO3 Bots?
Basically spam accounts that leave comments on fics. They're automated and they've been plaguing the site since like 2021, but they keep getting more sophisticated.
Types of Bots You Might See:
Praise Bots - These leave super generic compliments that could apply to literally any fic. Stuff like "This is pure genius, I'm in awe of your world-building" or "This deserves all recognition." The dead giveaway is when someone praises your "heartwarming" fic when everyone literally died and the earth shattered around them lmao.
Hateful/Cruel Bots - These are the really fucked up ones. They scrape REAL AO3 usernames and attach them to horrible, cruel comments. So innocent people get their names attached to hateful shit they never said. If you see a mean comment, check if the username is clickable - if it's not linked to an actual profile, it's a bot.
Kudos Bots - Some authors have woken up to like 30-60 fake kudos dumped on their fics all at once, with no corresponding increase in hit counts. This completely destroys the metric system especially in smaller fandoms.
AI Accusation Bots - These accuse authors of using ChatGPT or other AI tools, sometimes on fics that are literally older than the AI programs they're being accused of using. Some link to "AI detection tools" which are likely just trying to get you to feed more fics into AI training databases.
Misinformation Bots - A newer type that showed up in May 2025 claiming AO3 was removing works to "conserve server space" and telling authors to delete their own work or risk being banned. Complete bullshit - AO3 has never done this and never will.
Mary Sue Bots - Accuse your OCs of being Mary Sues, even when your fic only has canon characters and no self-inserts at all.
Art Commission Scam Bots - Leave praise then offer to make comic/art commissions of your fic. They get you off-site to Discord or Instagram, take your payment, then either send AI-generated garbage or ghost you completely.
How Do They Work?
The bots comment as unregistered guests and scrape real AO3 usernames to attach to their comments. The username shows up but isn't clickable and has no actual profile associated with it (unless you search for that name directly, which makes it look legit at first).
The newer ones are getting smarter too - they scrape your fic's tags and use them to make the generic praise seem more personalized. So if you tagged "angst" they'll specifically mention emotions and tension.
How To Spot Them:
Username isn't clickable/has no profile
Generic praise that could apply to any fic
Comments that make zero sense for what actually happened in your story
Multiple comments hitting your fics really fast (like 7 comments timestamped over 9 hours)
Sudden spike in kudos with no matching increase in hits
Anyone trying to get you off-site for commissions or services
The Emotional Impact:
This shit genuinely hurts authors. Some don't realize they're bots at first and think the hate comments or AI accusations are real criticism of their writing. There's also concerns from neurodivergent and ESL authors who worry their real comments will be mistaken for bots because their writing style might seem stilted.
And if your username gets stolen? You might have to track down authors and explain that hateful comment wasn't actually you.
What You Can Do:
As an author:
Delete bot comments as soon as you spot them
If it gets bad, lock your comments to registered users only (Settings → Privacy → "Only show your work to registered users")
Report the comments if you can
As a reader/commenter:
Don't panic if your username got stolen - reach out to the author and explain it wasn't you
Keep leaving real comments! Authors need to know there are real people who love their work
Maybe make your comments a bit more specific/personal so authors know you're real
Everyone:
Spread awareness so people know what to look for
Don't feed fics into "AI detection tools" that bots link to
Why Are They Doing This?
Honestly? Probably to keep AI brands in the "fandom news" cycle and create controversy. Some are straight-up scams. Either way, they suck.
Stay safe out there and keep supporting your favorite authors with real comments. We need that genuine engagement now more than ever. 💜
Tagging all my mutuals @ruinationz and @turbotasticnumberone and @cartoon-cat7241 and @cru5h-cascades and @seleyaaaa and @mono-squamblo and @strayfelinez and @strangelilangel and @yukihirop and @rivertheemoo and @meatmedallion and @drownedsilverforever and @senpaipaws and @cartoonlover999 and @byronicmoron and @resolutelymadvermin and @wanka-wanky and @looksmokin and @justwatchedsometv and @oakwoodvida and @human-n0-l0ng3r and @glooberousgoon and @goddess-of-lov3 and @lucifersdog-luci and @casethecreep and @aoihibiki247 and and @klyju and @fleshistic and @golshi-sweetheart and @femmesagemoon222 and @4ggravatez and @resonanthideoutruin and @saddmyths and @homestuckyaoi413 and @blueloky and @divine-vxnity and @ace-productions7 and @fiberopticemoweeb666 and @cryptedlullaby and @3veryth1ngstays and @blossomletters and @alpheiaa and @juniizhq and @sapphicavocado and @bloodybigirl and @yanderehiro and @dnplicoricenutttt and @russkiy-american-dreams and @2catnip4me and @miracle-winkel and @mickyx-x and @biblicallyunhingedtheo and @the-only-good-ai and @prettirei and @unhinged-pink-espresso and @patchofglass
I'd also add, resist the AI bubble that companies are forcing on us. Don't use generative AI to make cute cat pictures. Actually click on a website written by humans, instead of relying on the AI summary at the top. Turn off AI features on apps you use. It's bigger than AO3. Tech companies are trying to convince us that we need shitty AI to do things it's not actually capable of doing. The AO3 scams are one part of an entire scammy infrastructure.
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