Spot A Bot

Get insights into the bot activity for Twitter trends

86 followers

Get insights into the bot activity for Twitter trends

86 followers

With Spot A Bot, you will be finally able to uncover real bot activity taking place on Twitter trends. Using advanced machine learning techniques we can now shed light on the impact bots have on our trends and how they try to shape the discourse.

Free

Launch tags:Twitter•Artificial Intelligence•Bots

Launch Team

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Spot A Bot

Maker

📌

Greetings Product Hunt Community! 👋👋 We, the team of Spot A Bot, are excited to finally launch our project here on Product Hunt. We are already looking forward to reading your comments and feedback! 💙 As you may have noticed, there is a major uncertainty regarding bots and their mischievous activities on Twitter. Even Elon Musk is wondering about how many bots are really on his own platform. Tweets generated by bots can be difficult to recognize. Bots that are up to no good use their anonymity to manipulate, spread misinformation or hijack trends. 👾 Considering this we, four students from Austria, decided to take things into our own hands and searched for a way to show the presence of bots for current trends. That's why we developed Spot A Bot, a platform that uses advanced machine learning techniques to analyze currently trending topics on Twitter and identify accounts that are likely to be bots. 🤖 You can explore recent trends and participating accounts and vote on whether they agree or disagree with our classification of accounts as bots. Trending topics change every day, so there is always something new to explore. 🔍 We aim to be as transparent as possible with our results and methods. On Spot A Bot you can retrace the entire process employed by the system. Try it out and see the difference it can make for your social media experience, especially when it comes to identifying bot activity in current twitter trends. Let us know what you think! 💙💬

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3yr ago

FriendsQuest

Congrats on the launch! 👍🏼 Bot detection plays a very important role, especially in today's world.. Since when have you been keeping track on bot activity? Where there any interesting findings?

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3yr ago

Spot A Bot

Maker

Hey @markus_aly, thank you for your comment! We've been monitoring Twitter bots for the past 6 months. Last November Chinese bots spammed certain Twitter trends to burry news about the COVID-19 protests taking place there. Before official news reports emerged, these Chinese trends had already appeared in our analysis with over 90% bot activity. This was an alarming finding that demonstrated how bots can hijack organic trends.

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3yr ago

SphereOne

Really interesting. Private sector would love this. Have you been following any bot networks that you can infer are being orchestrated by any nation state threat actors (like the Lazarus group of our North Korea for example)? Also really cool that you're incorporating feedback loops from users to help refine machine learning algo.

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3yr ago

Spot A Bot

Maker

@cjries Thank you for your comment and interest in the topic. We really appreciate it! We have detected bot nets that were engaging in politically sensitive topics. That was the case in November of 2022 when Chinese city name trends were being flooded with inappropriate content, apparently to bury the discussions on those trends concerning the then ongoing COVID-19 protests across China. The trends reached a bot percentage of over 90% across many major Chinese cities. Upon manual review, we found many accounts linked to a private contractor who even advertised their bot net services over platforms such as Telegram. However, we cannot conclusively discern whether this activity was state-sponsored. Nevertheless, this case clearly shows how bots can be used to hijack sensitive trends.

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3yr ago

Congratulations on the launch - exciting tool! Critical media consumption is more important than ever!

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3yr ago

Spot A Bot

Maker

@su_sametinger Thank you, we really appreciate it! We absolutely agree and we're excited to do our part in ameliorating the situation for all users!

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3yr ago

Evoke

I'm seeing GPT-3 wrappers and AI art apps for a lot of AI tools, but love this unique one!

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3yr ago

Spot A Bot

Maker

@richard_gao2 Thanks a lot, we're very passionate about the project 😊

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3yr ago

Vadoo AI

Congrats on the launch, hopefully you are able support more countries in the coming updates.

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3yr ago

Spot A Bot

Maker

Hey @singh_ankur, thank you so much! 😊 We're definitely planning on supporting more countries in the future but are still in the process of figuring out some technical limitations. When analyzing accounts and tweets, our AI model focuses on detecting patterns and similarities and is therefore not language specific. What country would you be interested in?

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3yr ago

BloggerAI

Congratulations on the launch 🎉 We're excited to see what Spot A Bot can do! 🤩

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3yr ago

Spot A Bot

Maker

@paolo_degiglio Thanks, we're very excited as well!! 🥳

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3yr ago

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