Instagram ‘Pods’ Found to be Gaming Algorithm and Boosting Visibility by Coordinated Comments, Likes

Instagram pods can be easily discovered through Google search.

Advertisement
By Vineet Washington | Updated: 30 April 2020 16:41 IST
Highlights
  • Pods are prevalent on Instagram
  • These pods manipulate the algorithms that decide popularity of a post
  • Pods are a threat to the platform’s integrity

Instagram pods pose a threat to the integrity of the platform, researchers say

Instagram is one of the most popular social media platforms where people get together to share photos and videos. This interaction is quantified by ‘likes' and ‘comments' on posts that are used by the platform to algorithmically highlight popular posts. Now, a team of researchers has found that not all of this engagement is organic. The researchers say there are several groups of users on Instagram who create artificial engagement by liking each other's posts and poses a threat to the integrity of the platform. These groups are popularly known as “pods” or “pod people”.

According to a research conducted by a team at New York University Tandon School of Engineering and Drexel University, there is “a robust underground ecosystem of ‘pods'” on Instagram that artificially boosts content popularity in order to promote their content, increase the reach, or “amplify rhetoric.”

Advertisement

The researchers developed a machine learning tool to uncover the posts on Instagram that have a high likelihood of having gained popularity through pod engagement. Pods also involve humans taking action manually which makes them relatively harder to detect. The style of comments and interaction timings is what allowed the researchers to find posts that were promoted by pod interactions.

Researchers pointed out that it was easy to discover pods via Google search and only 4 percent of the pods discovered required users to have a minimum number of followers before joining.

Advertisement

What was discovered?

According to the researchers, it was found that these pods use “reciprocity abuse” to boost content popularity. Reciprocity abuse is the process where each member, or pod, reciprocally interacts with content posted by other members of the group. This process was found to be very effective as it not only increased visibility of post but, also increased real, organic engagement. They also found that pods are often advertised on “message boards of other pods” that allowed the researchers to discover new pods.

Machine learning was used to analyse 18 lakh Instagram posts that belonged to 1,11,455 unique accounts. These posts were advertised on more than 400 Instagram pods that were hosted on Telegram. The researchers noted that 70 percent of users experienced a two-fold or greater increase in interaction level on control posts and five-fold increase in comments.

Advertisement

 

“When users who had never posted in pods began posting 50 percent of their posts in pods, they saw a greater than five-fold increase in organic interaction with the posts that they did not post in pods,” the findings state. On average, there were 900 users in a pod, with a maximum of 17,000 users.

Advertisement

What does this mean?

The research shows that pods on Instagram are effective tools for increasing users' Instagram popularity. It states that Telegram-hosted Instagram pods have become quite prevalent and are “likely to continue to be popular.” Their effectiveness poses a threat to the integrity and security of online social networks as they can be used to promote politically motivated propaganda through artificially influence. The researches added that the tool they have created to detect pods “could be deployed as part of content curation algorithms.”

The complete research can be found on ACM Digital Library.


In 2020, will WhatsApp get the killer feature that every Indian is waiting for? Samsung Galaxy S20 in India? We discussed this on Orbital, our weekly technology podcast, which you can subscribe to via Apple Podcasts or RSS, download the episode, or just hit the play button below.

 

Get your daily dose of tech news, reviews, and insights, in under 80 characters on Gadgets 360 Turbo. Connect with fellow tech lovers on our Forum. Follow us on X, Facebook, WhatsApp, Threads and Google News for instant updates. Catch all the action on our YouTube channel.

Further reading: Instagram, Facebook
Advertisement

Related Stories

Popular Mobile Brands
  1. Tecno Pova 8 Pro 5G Tonino Lamborghini Limited Edition Unveiled
  2. Lingverse iKairos Debuts as a Desktop Robot and Wearable AI Pendant
  3. Xiaomi Smart Band 11 Active With a 1.47-Inch Screen Debuts: See Price
  4. iPhone 18 Pro Max Roundup: Everything We Know Ahead of Launch
  5. Alienware 15 Arrives on Flipkart: Is This the Ultimate Mid-Range Gaming Powerhouse?
  6. Xiaomi Power Bank 20000mAh 165W to Launch in India On This Day
  1. IFA 2026: Lenovo Unveiled New IdeaPad, Yoga and ThinkBook Laptops
  2. IFA 2026: Nvidia RTX Spark PCs, Local AI Tools Announced With October Launch Planned
  3. WhatsApp Reportedly Rolling Out Third-Party AI Agent Chats to Android Users
  4. Luna Band Now Available Globally: Check Price in India, Specifications and Features
  5. Pocket Bitcoin Data Breach Exposes Personal and Financial Information of 5,411 Customers
  6. Google Pixel Watch 5 Stephen Curry Special Edition Goes on Sale: Price, Features and More
  7. IFA 2026: Noise Master Buds Open With Sound by Bose Technology Unveiled
  8. Binance Warns of Phishing Scam Targeting Crypto Users With Fake Account Security Alerts
  9. Oppo Find X10 Pro Max, Find X10 India Launch Seems Imminent as Phones Appear on Certification Site
  10. Xiaomi Smart Band 11 Active Launched With Up to 21 Days of Battery Life; Smart Band 11 Price, Features Revealed
Download Our Apps
Available in Hindi
© Copyright Red Pixels Ventures Limited 2026. All rights reserved.