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Large Language ModelsSimon Willison's WeblogPublished: Aug 21, 2026, 10:00 JST2 min read

ChatGPT search jumps to using site: operator at scale after GPT-5.6 rollout

ChatGPT search jumps to using site: operator at scale after GPT-5.6 rollout

Key takeaway

  • ChatGPT's search feature began using the site: operator in 16–17% of queries after the August 8 GPT-5.6 rollout, jumping sharply from 0.3–0.5% baseline.

  • Promptwatch, a tracking tool in the emerging "GEO" (Generative Engine Optimization) space, flagged the change.

  • OpenAI also appears to have reduced Reddit sourcing, though the company has not publicly confirmed either shift.

3 Key Points

  1. What happened

    Promptwatch tracking shows that the share of ChatGPT Search queries containing the site: operator jumped to 16–17% on August 8, up from a baseline of 0.3–0.5% in prior weeks, following OpenAI's August 6 announcement of updates to GPT-5.6 Sol to improve fact reliability and answer focus.

  2. Why it matters

    The shift reveals OpenAI is quietly changing how ChatGPT sources information—moving toward explicit domain filtering rather than relying on general web search. This represents a measurable design shift in a tool millions use daily, affecting which websites appear in AI-generated answers and suggesting OpenAI may be responding to concerns about misinformation or source quality.

  3. What to watch

    Promptwatch also reported on August 18 that ChatGPT appeared to have reduced Reddit's likelihood of being used in searches, though OpenAI has not publicly disclosed this change and system prompts remain largely obscured from outside view.

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Context & Analysis

Promptwatch occupies a growing niche called GEO (Generative Engine Optimization)—the chatbot equivalent of SEO, where companies track and consult on how to boost a website's visibility in AI tool responses. The firm's tracking data has become a window into otherwise opaque product changes at OpenAI, Anthropic, and Google, because those companies do not publish detailed logs of their system-level adjustments. The jump from 0.3–0.5% to 16–17% usage of the site: operator over a single day on August 8 is striking because it indicates a coordinated rollout, not a gradual shift. The brief dip to 0.15% on August 3–5 hints at a staged experiment or pre-launch test before the wider deployment. OpenAI's vague public announcement on August 6 about "more reliable facts" and "more focused answers" provides cover for the underlying change but does not explain the mechanism—that ChatGPT's search function may now use a structured shape like search(query, recency, domains) rather than simply encouraging users or the model to include site: syntax. The subsequent August 18 report that Reddit sourcing appeared to decline reinforces the picture of deliberate, incremental changes to ChatGPT's information diet, though without system prompt visibility, observers cannot confirm whether the discouragement is explicit or emergent from training shifts.

FAQ

What is the site: operator and why does it matter?
The site: operator is a search syntax that restricts results to a specific domain (e.g., site:example.com). Its rise in ChatGPT queries from 0.3–0.5% to 16–17% suggests OpenAI is now filtering answers by explicit domains rather than relying on open web search, potentially improving source quality and user trust.
How did Promptwatch detect this change?
Promptwatch automates tracking of responses across ChatGPT, Claude, and Gemini by monitoring the prompts sent to those tools. The company publishes aggregate reports showing the percentage of queries containing specific patterns—in this case, the site: operator.
Has OpenAI publicly announced this change?
OpenAI's August 6 announcement only stated that GPT-5.6 Sol was being updated to be "more reliable with facts and provide more focused answers." The company did not explicitly mention the site: operator or changes to Reddit sourcing, which Promptwatch reported separately on August 18.
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