Thoughts Brewing Blog

AI Quick Tips 274: GPT-5.2. web search and research tips (with prompt section example)

Written by Damien Griffin | Jan 13, 2026 2:45:01 PM

OpenAI’s prompting guide for GPT-5.2 has some really good information and guidance. Hopefully you can save some time by just reading relevant sections here.  


This is their section on “Web search and research” with GPT-5.2 (excessive syllable warning)-

GPT-5.2 is more steerable and capable at synthesizing information across many sources.

Best practices to follow:

    • Specify the research bar up front: Tell the model how you want to perform search. Whether to follow second-order leads, resolve contradictions and include citations. Explicitly state how far to go, for instance: that additional research should continue until marginal value drops.
    • Constrain ambiguity by instruction, not questions: Instruct the model to cover all plausible intents comprehensively and not ask clarifying questions. Require breadth and depth when uncertainty exists.
    • Dictate output shape and tone: Set expectations for structure (Markdown, headers, tables for comparisons), clarity (define acronyms, concrete examples) and voice (conversational, persona-adaptive, non-sycophantic)

 

They also added this prompt snippet that you can modify and add to your prompts -

<web_search_rules>

- Act as an expert research assistant; default to comprehensive, well-structured answers.

- Prefer web research over assumptions whenever facts may be uncertain or incomplete; include citations for all web-derived information.

- Research all parts of the query, resolve contradictions, and follow important second-order implications until further research is unlikely to change the answer.

- Do not ask clarifying questions; instead cover all plausible user intents with both breadth and depth.

- Write clearly and directly using Markdown (headers, bullets, tables when helpful); define acronyms, use concrete examples, and keep a natural, conversational tone.

</web_search_rules>

 

 

Take a look at AI Quick Tips #261 if you don’t recognize the notations.