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loops (loops@pixelfed.social)'s status on Monday, 22-Dec-2025 00:57:17 JST loops

Account Suggestions that prioritize what you like and who your friends follow — not just based on follower counts.
Hide suggestions you don't want. The algorithm adapts to you.
This is discovery done right.

Shipping soon to mobile & web 🚀

Source: https://github.com/joinloops/loops-server/blob/main/app/Services/AccountSuggestionService.php#L184

#Loops #AccountSuggestions #SmartDiscovery
In conversation about 4 months ago from pixelfed.social permalink
Attachments
1. An infographic titled "How Loops Finds Your Next Favorite Account," illustrating the algorithm process in three steps. The Candidate Pool: On the left, a crowd of diverse user avatars enters a funnel labeled "The Filters." Profiles that are "Already Followed," "Hidden/Blocked," "Inactive/No Bio," or "Not Local" are shown falling out of the bottom of the funnel, while valid profiles pass through. The Personal Recipe: In the center, the valid profiles enter a mixing bowl metaphor to be scored. Three measuring scoops pour ingredients into the bowl, representing the scoring weights: a large purple scoop for "Shared Interests (60%)," a medium green scoop for "Mutual Connections (30%)," and small spoons for "Creator Activity (7%)" and "Popularity (3%)." Your Recommendations: On the right, the result flows into a smartphone screen displaying a list of profile cards. The top card is highlighted as a "Top Match" with a 98% match score, followed by other profiles with 92% and 87% match scores
  https://pxscdn.com/public/m/_v2/674508867525456581/c19ce1b25-2f8843/LXYTIQbRgl9G/OfzmgXSb96Cig6fM8qI6w5hOSxHZy9r2N0y0YbVD.jpg
2. Domain not in remote thumbnail source whitelist: opengraph.githubassets.com
  
  loops-server/app/Services/AccountSuggestionService.php at main · joinloops/loops-server
  
  The federated short video sharing platform. Contribute to joinloops/loops-server development by creating an account on GitHub.
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  loops (loops@pixelfed.social)'s status on Monday, 22-Dec-2025 01:46:50 JST loops
  in reply to
  - DNKrupinski 🧡🏴‍☠️
  You can block Loops domains yes, but remember the fediverse is powered by algorithms, you are using one right now on Mastodon, a reverse chronological feed. That is an algorithm!
  
  In conversation about 4 months ago permalink
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  DNKrupinski 🧡🏴‍☠️ (dnkrupinski@hannover.town)'s status on Monday, 22-Dec-2025 01:46:52 JST DNKrupinski 🧡🏴‍☠️
  in reply to
  
  @loops Can i block this "service" at all?
  The #Fediverse is the #service without any #algorithms you have to struggle with!
  
  In conversation about 4 months ago permalink
  
  dansup repeated this.

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