Hi,

Just want to follow up on this to see if the proposal gained any traction.

I really think it will help us understand how LLMs depend on and impact
Wikipedia.

Best,
Kai

On Wed, Jun 3, 2026 at 2:09 PM Kai Zhu <[email protected]> wrote:

> Hi all,
>
> I'd like to float a small extension to the Clickstream dataset that I
> think would make it considerably more useful for studying how AI assistants
> are reshaping traffic to Wikipedia.
>
> Right now the referrer mapping scheme gives an external search engine its
> own value (other-search) but folds everything else into other-external, or
> into other-empty when the referrer is stripped. That means clickthroughs
> from AI assistants — ChatGPT, Perplexity, Gemini, Copilot, Claude, and so
> on — are effectively invisible, mixed in with the rest of the external web.
>
> My suggestion is to add one more mapped value, say other-ai, populated by
> matching referrers against a maintained list of AI-assistant / LLM product
> domains. The payoff is that the Clickstream becomes a longitudinal
> instrument for a question the community is already wrestling with: how much
> traffic AI intermediaries actually send back to Wikipedia, and how that's
> trending over time.
>
> Thanks for considering it,
> Kai Zhu
> Bocconi University
>
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