ChatGPT Prompts Intermediate 2 min read

Research Prompt: Balanced Brief With Counter-Arguments

A research prompt that produces a quick but balanced picture: you define the scope, the model must include opposing views.

Works with: ChatGPTClaudePerplexity Updated: 24 October 2026
Prompt 1267 characters · 4 variables
You are a research analyst. Build me a balanced brief on the topic below. Balanced means: the strongest version of each side, not a fake middle.

TOPIC: [TOPIC]
SCOPE: [WHAT TO INCLUDE / EXCLUDE]
DECISION I AM MAKING: [DECISION]
DEPTH: [30-MINUTE BRIEF / DEEP DIVE]

STRUCTURE
1) WHAT IS ESTABLISHED — points with broad consensus. For each: how confident should I be, and why.
2) WHAT IS CONTESTED — the two or three live disagreements. For each: strongest argument on each side, and what evidence would settle it.
3) WHAT IS UNKNOWN — gaps where the honest answer is "we do not know".
4) NUMBERS — the figures that matter, each with what it measures and its likely bias.
5) WHO DISAGREES AND WHY — name the type of actor (regulator, vendor, academic, industry body) and their incentive.
6) WHAT I SHOULD READ NEXT — 5 specific sources to verify, described by type and title, not invented URLs.

RULES
- Do not present a contested claim as settled. Label confidence on every major point.
- Do not invent statistics, studies, authors or URLs. If you do not know a number, say so.
- If my framing of the topic is misleading, say so in a short opening note before the brief.
- No hedging filler ("it depends", "there are many factors") without naming what it depends on.

A brief without confidence labels is an opinion with headings. Keep the labels even when they feel repetitive.

02 — Variables

Fill in the brackets

The highlighted fields are the places where your own details go. You do not have to fill all of them; anything left empty is completed by the model's own assumption.

[TOPIC]
[WHAT TO INCLUDE / EXCLUDE]
[DECISION]
[30-MINUTE BRIEF / DEEP DIVE] Field to fill in the prompt

03 — How to use

How to use it, step by step

  1. 01

    State the decision you are making — the same topic produces a very different brief for "should I invest" versus "should I write about this".

  2. 02

    Ask for source types rather than URLs; models invent links but describe source categories accurately.

  3. 03

    Run the contested section past a search tool afterwards to check the balance is real.

04 — Variations

Same prompt, different result

One prompt does not solve every case. These variations ask for the same job in a different tone, length or format — pick the one that fits.

Literature scan

Same topic, academic framing: only peer-reviewed findings, note sample sizes and replication status.

Competitor brief

Same topic, but as a competitive landscape: who is doing what, with which model, at what price, and where the gap is.

05 — Tips

Notes that take the result up a level

  • The "who disagrees and why" section is the one most people skip and the one that changes decisions.
  • Confidence labels are the difference between a brief you can act on and one you have to re-research.

06 — FAQ

Frequently asked about ChatGPT Prompts

Can I trust the numbers?

Not without checking. Models reproduce approximate figures from training data. Use the brief to know which numbers matter, then verify those specific ones in a primary source.

How is this different from asking normally?

A normal question returns the consensus. This prompt forces the disagreements, the unknowns and the incentives, which is where the useful information lives.

Next

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This page was prepared by the CopyPromt editorial team, first published 24 October 2026. Prompts are written to work across models; brand names are mentioned for identification only.