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Chronicles

The story behind the story

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OpenAI's GPT Store debut is reminiscent of Facebook Platform's 2007 launch, which allowed Facebook to use third-party developers' products to boost stickiness

The whole endeavor has a strong Facebook-in-2007 vibe.  OpenAI is beginning the search for its FarmVille.  —  www.theatlantic.com/technology/ a... X: Hussein Kanji / @hkanji : This has a pretty strong Facebook-in-2007 vibe https://www.theatlantic.com/ ... Damon Beres / @dlberes : “OpenAI has begun the hunt for its FarmVille.” Nice one about the new GPT Store, from @davekarpf https://www.theatlantic.com/ ... @thetimeblawg : “The same type of Twitter accounts that spent 2021 hawking NFTs—and 2022 crowing about the metaverse—are now all-in on prompt engineering.” https://www.theatlantic.com/ ... Adrian Smith / @adrian4bernard : This is the point when AI becomes useful for the ordinary person. OpenAI has begun the hunt for its FarmVille, @davekarpf writes: https://www.theatlantic.com/ ...

The Atlantic David Karpf

Context & Ripple Effects

OpenAI had already opened a marketplace for paid users to discover and share custom chatbots, with revenue sharing planned, after positioning task-specific GPTs as part of an iterative deployment strategy. The comparison to Facebook’s developer platform frames the store as a distribution and engagement play rather than simply a chatbot directory.

The key unresolved question is whether third-party GPTs can produce a breakout use case that makes ChatGPT more habit-forming. That would turn developer-created experiences into a source of differentiation for the host platform.

First-order effects

  • Developers of custom GPTs gain a centralized discovery channel and a prospective monetization route through the store’s planned revenue sharing.
  • OpenAI gains a larger incentive for creators to build inside its ecosystem, while users face a more curated path to finding specialized chatbot experiences.

Second-order effects

  • Competing AI assistants face pressure to offer comparable developer distribution, discovery, and creator-economics tools rather than competing only on model capability.
  • The value of individual GPT builders may depend less on making a bot and more on securing visibility in the store, concentrating demand around the platform’s ranking and curation choices.

Third-order effects

  • If a small number of third-party experiences materially lift engagement, generative-AI products could evolve from standalone assistants into application platforms whose ecosystems reinforce user retention.
  • That model would make platform governance—rules for quality, safety, discovery, and monetization—a more consequential competitive lever, though a breakout GPT category is not yet established.

The trend: The GPT Store is one data point in AI infrastructure platformization, as model providers seek to convert developer output into durable distribution advantages.

Discussion

  • @davekarpf.bsky.social Dave Karpf on bluesky
    My latest (at TheAtlantic): With this week's launch of the GPT store, Sam Altman is taking a shot at turning ChatGPT into a platform.  —  The whole endeavor has a strong Facebook-in-2007 vibe.  OpenAI is beginning the search for its FarmVille.  —  www.theatlantic.com/technology/ …
  • @hkanji Hussein Kanji on x
    This has a pretty strong Facebook-in-2007 vibe https://www.theatlantic.com/ ...
  • @dlberes Damon Beres on x
    “OpenAI has begun the hunt for its FarmVille.” Nice one about the new GPT Store, from @davekarpf https://www.theatlantic.com/ ...
  • @thetimeblawg @thetimeblawg on x
    “The same type of Twitter accounts that spent 2021 hawking NFTs—and 2022 crowing about the metaverse—are now all-in on prompt engineering.” https://www.theatlantic.com/ ...
  • @adrian4bernard Adrian Smith on x
    This is the point when AI becomes useful for the ordinary person. OpenAI has begun the hunt for its FarmVille, @davekarpf writes: https://www.theatlantic.com/ ...