Facebook Unveils New Spam Algorithms

Apr 14, 2014 - 8:28 am 4 by
Filed Under Facebook Search

facebook logoI remember, probably about a year ago, I went to a Facebook event and spoke one-on-one with Facebook engineers about spam. They seem to have the sense that it was not a problem then enough to work on it at an engineering level. Maybe I was off because it seemed unlikely but hey - now they are coming out talking about spam algorithms they have released specifically to clean up the news feed.

Facebook is working on three areas of news feed spam:

(1) Like-baiting: When a post explicitly asks News Feed readers to like, comment or share the post in order to get additional distribution beyond what the post would normally receive.

(2) Frequently Circulated Content: People and Pages on Facebook frequently reshare great content, but there are occasionally instances where photos or videos are uploaded to Facebook over and over again.

(3) Spammy Links: Some stories in News Feed use inaccurate language or formatting to try and trick people into clicking through to a website that contains only ads or a combination of frequently circulated content and ads. For instance, often these stories claim to link to a photo album but instead take the viewer to a website with just ads.

Facebook is now targeting these techniques to reduce the level of this spam in the news feed.

Forum discussion at WebmasterWorld.

 

Popular Categories

The Pulse of the search community

Search Video Recaps

 
Video Details More Videos Subscribe to Videos

Most Recent Articles

Google

Google AI Overviews With Font Strikethroughs

Jan 20, 2026 - 7:51 am
Google

Google AI Mode Fan-Out Prompts To Narrow Your Query

Jan 20, 2026 - 7:41 am
Google Search Engine Optimization

Google Search Team Does Not Endorse LLMs.txt Files

Jan 20, 2026 - 7:31 am
Bing Ads

Poll: More Advertisers To Add Microsoft Advertising To Marketing Mix?

Jan 20, 2026 - 7:21 am
Google

Google AI Mode Shows Product Inventory & Pricing In Light Font Color

Jan 20, 2026 - 7:11 am
Search Forum Recap

Daily Search Forum Recap: January 19, 2026

Jan 19, 2026 - 10:00 am
 
Previous Story: Twitter Real Time Notifications On Twitter.com & More