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Chronicles

The story behind the story

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TikTok reaches $10B in gross revenue, including $3.84B in 2023 so far, $3.32B in 2022, and $1.72B in 2021, the fifth mobile app and the first non-game to do so

The short video social phenomenon has added nearly $4 billion this year alone, and it's all from virtual coins used to purchase gifts for the platform's content creators.

data.ai Randy Nelson

Context & Ripple Effects

TikTok's in-app spending had already accelerated from $50M in quarterly in-app purchases in late 2019 to $847M in the first quarter of 2022. This milestone shows that virtual gifts, rather than being a marginal feature, have become a major monetization channel.

The result sits alongside coverage of TikTok's expanding advertising business, including projections that its 2022 ad revenue would surpass Twitter and Snapchat combined. It matters because the platform is building both advertiser-funded and audience-funded economics around creator attention.

First-order effects

  • TikTok gains a large, proven revenue stream from virtual coins that complements advertising and is directly tied to viewer spending on creator gifts.
  • Creators receiving gifts gain a more established platform-native monetization route, although the reported figures do not disclose how the proceeds are divided.

Second-order effects

  • The scale of gifting strengthens the case for short-video rivals to improve creator monetization tools, particularly where attracting and retaining creators carries an advertising-revenue upside.
  • More creator income tied to platform-native payments raises the value of audience loyalty and live or participatory content, rather than relying solely on brand and affiliate deals.

Third-order effects

  • TikTok becoming the first non-game app at this revenue threshold suggests consumer apps can build game-like in-app purchase businesses around social participation and creators.
  • If this model continues to scale, competition for creators may increasingly hinge on payment mechanics and revenue-sharing terms, not just distribution and ad sales.

The trend: Short-video platforms are evolving into multi-sided creator economies that monetize both advertisers and direct audience support.