The clanker destruction company

clankoids

Our mission is clanker reduction at internet scale, so real people can have the timeline back.

Clankoids is built to clear bot replies, AI slop, and engagement farming out of X so the feed feels more human, more useful, and a lot less like a landfill of synthetic noise.

Public homepageChrome extension for x.comGoogle sign-in for sync
Chrome Extension • Beta

Take back
your timeline.

ML-powered bot detection for Twitter/𝕏. Filter bots, AI slop, and spam in real-time. Privacy-first. Powered by our detection API.

Privacy-firstPublic homepageGoogle sign-in for sync
Timeline Comparison
Filtered
Unfiltered feed
Maya Rios
Maya Rios@mayariox·37m

Cut the extension startup time from 1.9s to 420ms by lazy-loading the scanner. Feels like deleting lag from the timeline.

MA
MacroPulse AI@macro_pulse9000·49m

In this rapidly evolving digital ecosystem, one must embrace paradigm-level opportunities and synergize personal leverage vectors for optimal prosperity outcomes.

Nate Kim
Nate Kim@natebuilds·1h

People ask how to spot fake growth loops quickly: 1) identical replies 2) recycled hooks 3) zero real conversation

MS
MoonX Signals@moonx_77777·2h

$ORBIT about to 80x in 24h. whales already inside. this is your last chance. Like + RT for private entry levels.

Lina Alvarez
Lina Alvarez@linaops·3h

Weekend project: scoring quote tweets for bot-likeness before they spread. Early runs are catching coordinated repost chains really well.

EF
Engagement Forge@reply_to_scale·4h

Reply with 'SYSTEM' and I will send the exact script that got 300K followers in 11 days. Comment now before this is deleted.

Maya Rios
Maya Rios@mayariox·37m

Cut the extension startup time from 1.9s to 420ms by lazy-loading the scanner. Feels like deleting lag from the timeline.

MA
MacroPulse AI@macro_pulse9000·49m

In this rapidly evolving digital ecosystem, one must embrace paradigm-level opportunities and synergize personal leverage vectors for optimal prosperity outcomes.

Nate Kim
Nate Kim@natebuilds·1h

People ask how to spot fake growth loops quickly: 1) identical replies 2) recycled hooks 3) zero real conversation

MS
MoonX Signals@moonx_77777·2h

$ORBIT about to 80x in 24h. whales already inside. this is your last chance. Like + RT for private entry levels.

Lina Alvarez
Lina Alvarez@linaops·3h

Weekend project: scoring quote tweets for bot-likeness before they spread. Early runs are catching coordinated repost chains really well.

EF
Engagement Forge@reply_to_scale·4h

Reply with 'SYSTEM' and I will send the exact script that got 300K followers in 11 days. Comment now before this is deleted.

Filtered feed
Maya Rios
Maya Rios@mayariox·37m

Cut the extension startup time from 1.9s to 420ms by lazy-loading the scanner. Feels like deleting lag from the timeline.

Filtered by clankoids.com
AI Slop
MA
MacroPulse AI@macro_pulse9000·49m

In this rapidly evolving digital ecosystem, one must embrace paradigm-level opportunities and synergize personal leverage vectors for optimal prosperity outcomes.

Nate Kim
Nate Kim@natebuilds·1h

People ask how to spot fake growth loops quickly: 1) identical replies 2) recycled hooks 3) zero real conversation

Filtered by clankoids.com
Crypto Shill
MS
MoonX Signals@moonx_77777·2h

$ORBIT about to 80x in 24h. whales already inside. this is your last chance. Like + RT for private entry levels.

Lina Alvarez
Lina Alvarez@linaops·3h

Weekend project: scoring quote tweets for bot-likeness before they spread. Early runs are catching coordinated repost chains really well.

Filtered by clankoids.com
Growth Hack
EF
Engagement Forge@reply_to_scale·4h

Reply with 'SYSTEM' and I will send the exact script that got 300K followers in 11 days. Comment now before this is deleted.

Maya Rios
Maya Rios@mayariox·37m

Cut the extension startup time from 1.9s to 420ms by lazy-loading the scanner. Feels like deleting lag from the timeline.

Filtered by clankoids.com
AI Slop
MA
MacroPulse AI@macro_pulse9000·49m

In this rapidly evolving digital ecosystem, one must embrace paradigm-level opportunities and synergize personal leverage vectors for optimal prosperity outcomes.

Nate Kim
Nate Kim@natebuilds·1h

People ask how to spot fake growth loops quickly: 1) identical replies 2) recycled hooks 3) zero real conversation

Filtered by clankoids.com
Crypto Shill
MS
MoonX Signals@moonx_77777·2h

$ORBIT about to 80x in 24h. whales already inside. this is your last chance. Like + RT for private entry levels.

Lina Alvarez
Lina Alvarez@linaops·3h

Weekend project: scoring quote tweets for bot-likeness before they spread. Early runs are catching coordinated repost chains really well.

Filtered by clankoids.com
Growth Hack
EF
Engagement Forge@reply_to_scale·4h

Reply with 'SYSTEM' and I will send the exact script that got 300K followers in 11 days. Comment now before this is deleted.

The Reality
+50%
of engagement from bot accounts
$0.001
to generate an AI reply (bots are profitable)
80%
of influencer replies are now bots
gabe
gabe
@allgarbled

Wow. 30,000 followers. My analysis suggests that at least 25% of you are bots. But that’s okay. These days robots can have consciousness and souls too. So the bots deserve to be counted.

11056
eigenrobot
eigenrobot
@eigenrobot

those drop boxes for smart phones that send them to be refurbished for charity and you figure that some african orphans are gonna get them? wrong they all end up in asian phone farms powering the shitty bots that you spend all day arguing with

Media preview from eigenrobot's post
431352.5K
Rob Hallam
Rob Hallam
@robj3d3

The X algorithm is literally just engagement bait now Please revert the latest update @nikitabier

12310252
Yuchen Jin
Yuchen Jin
@Yuchenj_UW

X’s algorithm is at its worst ever, and I finally understand Sam’s reply to Elon. There are way too many bots. Yesterday, ~100 bot accounts with OnlyFans links pinned were reposting replies to my tweets. Blocking doesn’t help. Giving up and turning notifications off.

Media preview from Yuchen Jin's post
6621591
Nikita Bier
Nikita Bier
@nikitabier

One of the most insane things I found about bots on X: there are thousands of accounts that post “Please unpause my monetization” and they get thousands of comments saying “I hope you get it turned back on, brother.” But when researching why they were paused: None of them were paused. They’re just bots that use the topic to create fake engagement and show up in search—to juice their monetization.

5542185.8K
HowlingMutant
HowlingMutant
@Howlingmutant0

The bots have...detected my weaknesses...

Media preview from HowlingMutant's post
2915940
dax
dax
@thdxr

fuck all these AI replies it's really killing any ability to interact with people on here - any big account is full of bots replying if you make a product that helps people run these bots you are garbage scum

280431.3K
Dylan O'Sullivan
Dylan O'Sullivan
@DylanoA4

The danger with slop is that, unlike how fast food visibly destroys your body, its destruction of your mind is invisible to you, because it's destroying the thing that sees, you become like a painter losing his sight who can't see his self-portraits bear less and less resemblance

311251K
hoodgenius
hoodgenius
@hoodg3nius

All of the MAGA accounts you see with a blue checkmark are 95% AI They are NOT real, you literally arguing with a bot And if they are real, they are still bots because there’s nothing in their fucking head

5698.5K98K
Beff (e/acc)
Beff (e/acc)
@beffjezos

This platform is a condensate of bots, political psyops, and launch videos at this point

16236647
Theo - t3.gg
Theo - t3.gg
@theo

The porn bots on this app leveled up. Must have changed models or something. They now spam replies with relevant points. I just saw one talking about React Server Components

1901786.9K
Coltybrah
Coltybrah
@coltybrah

seems like the x algo killed all the niche Twitter communities. Shits just full of viral slop now. Where do niche communities even live nowadays?? Kinda miss the old forum days

131731.6K
gabe
gabe
@allgarbled

Wow. 30,000 followers. My analysis suggests that at least 25% of you are bots. But that’s okay. These days robots can have consciousness and souls too. So the bots deserve to be counted.

11056
eigenrobot
eigenrobot
@eigenrobot

those drop boxes for smart phones that send them to be refurbished for charity and you figure that some african orphans are gonna get them? wrong they all end up in asian phone farms powering the shitty bots that you spend all day arguing with

Media preview from eigenrobot's post
431352.5K
Rob Hallam
Rob Hallam
@robj3d3

The X algorithm is literally just engagement bait now Please revert the latest update @nikitabier

12310252
Yuchen Jin
Yuchen Jin
@Yuchenj_UW

X’s algorithm is at its worst ever, and I finally understand Sam’s reply to Elon. There are way too many bots. Yesterday, ~100 bot accounts with OnlyFans links pinned were reposting replies to my tweets. Blocking doesn’t help. Giving up and turning notifications off.

Media preview from Yuchen Jin's post
6621591
Nikita Bier
Nikita Bier
@nikitabier

One of the most insane things I found about bots on X: there are thousands of accounts that post “Please unpause my monetization” and they get thousands of comments saying “I hope you get it turned back on, brother.” But when researching why they were paused: None of them were paused. They’re just bots that use the topic to create fake engagement and show up in search—to juice their monetization.

5542185.8K
HowlingMutant
HowlingMutant
@Howlingmutant0

The bots have...detected my weaknesses...

Media preview from HowlingMutant's post
2915940
dax
dax
@thdxr

fuck all these AI replies it's really killing any ability to interact with people on here - any big account is full of bots replying if you make a product that helps people run these bots you are garbage scum

280431.3K
Dylan O'Sullivan
Dylan O'Sullivan
@DylanoA4

The danger with slop is that, unlike how fast food visibly destroys your body, its destruction of your mind is invisible to you, because it's destroying the thing that sees, you become like a painter losing his sight who can't see his self-portraits bear less and less resemblance

311251K
hoodgenius
hoodgenius
@hoodg3nius

All of the MAGA accounts you see with a blue checkmark are 95% AI They are NOT real, you literally arguing with a bot And if they are real, they are still bots because there’s nothing in their fucking head

5698.5K98K
Beff (e/acc)
Beff (e/acc)
@beffjezos

This platform is a condensate of bots, political psyops, and launch videos at this point

16236647
Theo - t3.gg
Theo - t3.gg
@theo

The porn bots on this app leveled up. Must have changed models or something. They now spam replies with relevant points. I just saw one talking about React Server Components

1901786.9K
Coltybrah
Coltybrah
@coltybrah

seems like the x algo killed all the niche Twitter communities. Shits just full of viral slop now. Where do niche communities even live nowadays?? Kinda miss the old forum days

131731.6K
People are fed up

The bot problem
is real.

The Dor Brothers
The Dor Brothers
@thedorbrothers

We studied Slop Culture. Is quality even rewarded anymore? Thread below 🧵

Media preview from The Dor Brothers's post
4266308
Lisan al Gaib
Lisan al Gaib
@scaling01

X is probably dying the same way Facebook died it's 90% bots on this platform and Elon does nothing

5284957.2K
abhinav
abhinav
@AbhinavXJ

Bruh wtf this is not the kind of engagement I want in my posts 😭😭 #bots

Media preview from abhinav's post
101
Balaji
Balaji
@balajis

An important kind of social network will be one where no bots whatsoever are allowed.

4323783.1K
NIK
NIK
@ns123abc

You’re laughing?? humans are losing ability to detect AI slop on the internet and you’re laughing

Media preview from NIK's post
1720347
dax
dax
@thdxr

there's x bots that consistently manage to trick people into engaging - they're mostly run by lame people trying to grow their account now imagine how effective the more malicious efforts must be really need to solve 1 human = 1 account

274120
@levelsio
@levelsio
@levelsio

I still think the biggest existence risk for X is AI reply bots They're rampant and my understanding of AI is you can only detect an AI reply with a model that's bigger/smarter than the model it's written with That means you're in an endless cat and mouse game for the infinite future So you need some other way to stop AI replies

33543670
Simon Willison
Simon Willison
@simonw

Forget em dashes, "game changer" is the real giveaway for LLM generated text (especially for bots on here)

192661.7K
atlas
atlas
@creatine_cycle

average x dot com the everything app timeline: - elon politics - esoteric IQ-based race science - "you can just do stuff" - AI generated accelerationist slop - a shitc**n of your favourite poster

751182.2K
Nikita Bier
Nikita Bier
@nikitabier

If we purged all accounts with more than 2 emojis in their bio, it would be 99.99% bots

9261945.9K
roon
roon
@tszzl

new algo is maxxing out the rage bait. everyone is rageing. you can feel the shifts in the collective unconscious as nikita monkeys around back there

2171953.9K
Tank
Tank
@iamtank_

The amount of porn bots on this app makes me not even wanna use it anymore.

5015
The Dor Brothers
The Dor Brothers
@thedorbrothers

We studied Slop Culture. Is quality even rewarded anymore? Thread below 🧵

Media preview from The Dor Brothers's post
4266308
Lisan al Gaib
Lisan al Gaib
@scaling01

X is probably dying the same way Facebook died it's 90% bots on this platform and Elon does nothing

5284957.2K
abhinav
abhinav
@AbhinavXJ

Bruh wtf this is not the kind of engagement I want in my posts 😭😭 #bots

Media preview from abhinav's post
101
Balaji
Balaji
@balajis

An important kind of social network will be one where no bots whatsoever are allowed.

4323783.1K
NIK
NIK
@ns123abc

You’re laughing?? humans are losing ability to detect AI slop on the internet and you’re laughing

Media preview from NIK's post
1720347
dax
dax
@thdxr

there's x bots that consistently manage to trick people into engaging - they're mostly run by lame people trying to grow their account now imagine how effective the more malicious efforts must be really need to solve 1 human = 1 account

274120
@levelsio
@levelsio
@levelsio

I still think the biggest existence risk for X is AI reply bots They're rampant and my understanding of AI is you can only detect an AI reply with a model that's bigger/smarter than the model it's written with That means you're in an endless cat and mouse game for the infinite future So you need some other way to stop AI replies

33543670
Simon Willison
Simon Willison
@simonw

Forget em dashes, "game changer" is the real giveaway for LLM generated text (especially for bots on here)

192661.7K
atlas
atlas
@creatine_cycle

average x dot com the everything app timeline: - elon politics - esoteric IQ-based race science - "you can just do stuff" - AI generated accelerationist slop - a shitc**n of your favourite poster

751182.2K
Nikita Bier
Nikita Bier
@nikitabier

If we purged all accounts with more than 2 emojis in their bio, it would be 99.99% bots

9261945.9K
roon
roon
@tszzl

new algo is maxxing out the rage bait. everyone is rageing. you can feel the shifts in the collective unconscious as nikita monkeys around back there

2171953.9K
Tank
Tank
@iamtank_

The amount of porn bots on this app makes me not even wanna use it anymore.

5015
How It Works

Smart detection.
Zero effort.

Multiple detection layers work instantly via our API so bot makers can't reverse-engineer the signals.

Google sign-in is only used for your Clankoids account and synced settings. On supported X pages, the extension reads post and account metadata to score likely bots in your local view.

01

Pattern Recognition

Instantly extracts post content and metadata, checking for known spam signatures.

02

Model Scoring

Our specialized ML models evaluate language and account behavior patterns server-side.

03

Clean Feed

Low-quality noise is hidden in real-time before you even scroll past it.

Model Metrics Comparison

AUC-ROC, Accuracy, Precision, and Recall across baseline tools.

shared_69 benchmark (Botometer: ratio-matched n=24).

Ours (Deep, 8.19ms)Ours (Lite, 5.82ms)BotBlockBotometer
AUC-ROC
1.000.750.500.250.00
0.93
0.87
0.71
0.70
Accuracy
1.000.750.500.250.00
0.86
0.80
0.70
0.67
Precision
1.000.750.500.250.00
0.77
0.77
0.86
0.60
Recall
1.000.750.500.250.00
0.88
0.65
0.23
0.33
Get Started

Clean feed
in 30s.

Three quick steps to clean your timeline without changing how you use X.

01

Add CLANKOIDS to Chrome

Install it in one click.

02

Open X as usual

Use your feed like you always do.

03

Cleaner feed appears

Low-quality bot noise gets filtered out.

Pricing

Simple pricing.
Start free.

Free
$0
forever
  • Real-time bot & AI detection
  • Heuristic + ML + text analysis
  • Rich score tooltips per tweet
  • Hide or minimize flagged tweets
  • Account tagging & categories
  • Cross-device preference sync
Add to Chrome
Pro
Coming Soon
API
Coming Soon
FAQ

Common questions

No. Clankoids is a browser extension that modifies your local view of Twitter/X. We don't scrape data, automate actions, or circumvent rate limits. It's like using an ad blocker.

90%+ precision on obvious bots, 75%+ on sophisticated ones. You can always reveal filtered content to check for false positives.

One-click whitelist. Whitelisted accounts are never filtered, regardless of signals.

No direct-message content is analyzed or stored. Clankoids works on supported x.com timeline, profile, bookmark, follower, and tweet-detail views.

When you use the extension, Clankoids captures tweet and account metadata from supported X pages for scoring. If you sign in, we also store your account record, synced settings and rules, and derived verdict or usage records needed to run the product.

The public website is open to everyone, but the extension currently requires Google sign-in for Clankoids account access and synced settings.

We store what is needed to run the product: your account record, synced preferences and rules, account tags, and derived usage or verdict records. We do not store your X password, DM content, or payment card numbers.

Clankoids processes tweet and account metadata captured from supported X pages such as timeline, bookmarks, tweet detail, profiles, followers, and following so it can score accounts and posts.