ChatGPT Sites: Turning a Working Knowledge Base into a Usable Interface

ChatGPT Sites is a new way to create, preview, publish, and share interactive websites and lightweight applications directly through ChatGPT. The feature is interesting not simply because AI can generate a webpage, but because it can turn an existing body of structured work into an interface that people can open, navigate, and use.

I have been exploring that idea through Tư Biển, my long-form Vietnamese fiction project at tu-bien.com.

A fiction project is more than a collection of chapters

Long-form fiction creates an information-management problem. In addition to the published episodes, Tư Biển includes:

• a story bible

• episode summaries

• character profiles and relationships

• locations and worldbuilding notes

• chronology and continuity records

• research material

• ideas and planning for future episodes

Most of this material is maintained as structured Markdown in a Git repository. That approach provides version history, portability, and a clear canonical source. However, repository files are optimized for maintaining information, not necessarily for browsing or reviewing it as a coherent world.

From repository structure to working interface

A ChatGPT Site can provide an additional presentation layer over that body of work.

For Tư Biển, a Site could become a working interface for:

• a canon dashboard

• an episode timeline

• a character map

• a location and memory map

• a writing workflow

Canon dashboard

A central view of confirmed story facts, separated from drafts, open questions, and research notes.

Episode timeline

A chronological view showing when events happen, which characters appear, and how each episode connects to the wider narrative.

Character map

A browsable set of profiles and relationships based only on information confirmed in the canonical repository.

Location and memory map

An interface for documented places, their narrative significance, and the relationships between locations where the source material supports them.

Writing workflow

A private working area for reviewing continuity, identifying unresolved questions, and preparing the next episode without altering published canon accidentally.

The important point is that the Site does not replace the repository. The repository remains the source of truth; the Site becomes a more accessible interface for selected parts of that source.

Why this model matters beyond fiction

The same pattern can apply to many knowledge-intensive projects:

• researchers can expose a navigable view of notes and evidence

• educators can turn course material into a lightweight learning tool

• editors can build review dashboards for complex publications

• small teams can convert operational documents into internal interfaces

• independent creators can present structured project knowledge without building a full custom application from scratch

This is a practical bridge between documents, knowledge bases, and lightweight software.

Publishing still requires review

AI-generated Sites should not be treated as automatically correct or ready for publication. Before publishing, the owner still needs to verify:

• factual accuracy

• navigation and functionality

• access settings

• confidential or private information

• consistency with the canonical source

• behavior on desktop and mobile

For a project such as Tư Biển, this is especially important. A generated interface must not invent character details, chronology, geography, or relationships that are absent from the source material.

The larger shift

ChatGPT Sites moves AI-assisted work beyond the conversational window. A useful output no longer has to remain a response that disappears into chat history. It can become a persistent place that collaborators, readers, or project owners return to.

That shift is potentially more significant than webpage generation itself. The real value is the ability to transform an active body of knowledge into a focused, reviewable, and usable interface while keeping the underlying source organized separately.

Tư Biển is one concrete test of that model: Git remains the canonical memory, while ChatGPT Sites provides a way to make selected parts of that memory easier to see and use.

Official references

• OpenAI Academy: ChatGPT Sites  https://openai.com/academy/chatgpt-sites/

• OpenAI Help Center: Creating and managing ChatGPT Sites  https://help.openai.com/en/articles/20001339-creating-and-managing-chatgpt-sites

• OpenAI Help Center: Understanding responsibilities for your ChatGPT Sites  https://help.openai.com/en/articles/20001337-understanding-responsibilities-for-your-chatgpt-sites