Bootstrapping Social Networks: Lessons from Bluesky Starter Packs

Fuente: arXiv
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Autori principali: Balduf, Leonhard, Sokoto, Saidu, Ascigil, Onur, Tyson, Gareth, Castro, Ignacio, Baronchelli, Andrea, Pavlou, George, Scheuermann, Björn, Król, Michał
Natura: Preprint
Pubblicazione: 2025
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author Balduf, Leonhard
Sokoto, Saidu
Ascigil, Onur
Tyson, Gareth
Castro, Ignacio
Baronchelli, Andrea
Pavlou, George
Scheuermann, Björn
Król, Michał
author_facet Balduf, Leonhard
Sokoto, Saidu
Ascigil, Onur
Tyson, Gareth
Castro, Ignacio
Baronchelli, Andrea
Pavlou, George
Scheuermann, Björn
Król, Michał
contents Microblogging is a crucial mode of online communication. However, launching a new microblogging platform remains challenging, largely due to network effects. This has resulted in entrenched (and undesirable) dominance by established players, such as X/Twitter. To overcome these network effects, Bluesky, an emerging microblogging platform, introduced starter packs -- curated lists of accounts that users can follow with a single click. We ask if starter packs have the potential to tackle the critical problem of social bootstrapping in new online social networks? This paper is the first to address this question: we asses whether starter packs have been indeed helpful in supporting Bluesky growth. Our dataset includes $25.05 \times 10^6$ users and $335.42 \times 10^3$ starter packs with $1.73 \times 10^6$ members, covering the entire lifecycle of Bluesky. We study the usage of these starter packs, their ability to drive network and activity growth, and their potential downsides. We also quantify the benefits of starter packs for members and creators on user visibility and activity while identifying potential challenges. By evaluating starter packs' effectiveness and limitations, we contribute to the broader discourse on platform growth strategies and competitive innovation in the social media landscape.
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id arxiv_https___arxiv_org_abs_2501_11605
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Bootstrapping Social Networks: Lessons from Bluesky Starter Packs
Balduf, Leonhard
Sokoto, Saidu
Ascigil, Onur
Tyson, Gareth
Castro, Ignacio
Baronchelli, Andrea
Pavlou, George
Scheuermann, Björn
Król, Michał
Social and Information Networks
Networking and Internet Architecture
Microblogging is a crucial mode of online communication. However, launching a new microblogging platform remains challenging, largely due to network effects. This has resulted in entrenched (and undesirable) dominance by established players, such as X/Twitter. To overcome these network effects, Bluesky, an emerging microblogging platform, introduced starter packs -- curated lists of accounts that users can follow with a single click. We ask if starter packs have the potential to tackle the critical problem of social bootstrapping in new online social networks? This paper is the first to address this question: we asses whether starter packs have been indeed helpful in supporting Bluesky growth. Our dataset includes $25.05 \times 10^6$ users and $335.42 \times 10^3$ starter packs with $1.73 \times 10^6$ members, covering the entire lifecycle of Bluesky. We study the usage of these starter packs, their ability to drive network and activity growth, and their potential downsides. We also quantify the benefits of starter packs for members and creators on user visibility and activity while identifying potential challenges. By evaluating starter packs' effectiveness and limitations, we contribute to the broader discourse on platform growth strategies and competitive innovation in the social media landscape.
title Bootstrapping Social Networks: Lessons from Bluesky Starter Packs
topic Social and Information Networks
Networking and Internet Architecture
url https://arxiv.org/abs/2501.11605