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16 min · research

Research with ChatGPT: plan, cite, then decide

Goal: turn a fuzzy question into a short brief with sources you actually open.

Best for: competitor scans, “what changed this quarter?”, learning a topic before a meeting. Not a substitute for primary documents in legal/medical/finance decisions.

Plan the research question first, then gather—don't let a fluent brief invent sources.

Why beginners skip this

Skipping the hard part of “Research with ChatGPT: plan, cite, then decide” feels fine until a live thread pays the bill. Hold: turn a fuzzy question into a short brief with sources you actually open. Make it checkable this week—or it was only a title—date a refuse-line this week, or… Mid-week cost shows up as rework, not as a missing bookmark.

Step 1 — Force a research plan first

Do this step with a real artifact open—not from memory.

Goal: Build a research plan only—no full report yet.
Question: [your question]
Format:
1) Clarified question (1 sentence)
2) 4–6 sub-questions
3) Source types to prefer (primary docs, filings, docs sites, news)
4) What would falsify a hasty conclusion
Boundaries: Ask me 3 clarifying questions if the scope is ambiguous. Do not invent citations.

Answer the clarifying questions. This prevents a confident wrong essay.

Example

Filled prompt

Goal: Build a research plan only—no full report yet.
Question: Should our 12-person SaaS switch from Notion to Linear for eng work in Q4?
Format:
1) Clarified question (1 sentence)
2) 4–6 sub-questions
3) Source types to prefer
4) What would falsify a hasty conclusion
Boundaries: Ask 3 clarifying questions if ambiguous. Do not invent citations.

What good output looks like

  • Clarified question names team size, tools, and Q4—not “is Linear better?”
  • Sub-questions cover migration cost, integrations, decision owner
  • Falsifier example: missing required Jira import → stay put
  • Model asks clarifying questions before a full plan
  • Pass/fail dated (Asia/Shanghai) sits next to the artifact

Step 2 — Run the brief with citation rules

Enable web browsing / research features in your ChatGPT plan when you need fresh info.

Goal: Write a one-page brief answering the clarified question.
Format:
- Executive answer (5 lines)
- Evidence bullets with link + publisher + date
- Contradictions / unknowns
- What to do next Monday (3 actions)
Boundaries:
- Every factual claim needs a source link.
- Separate “reported” vs “confirmed”.
- If search finds nothing solid, say so—do not pad.
As-of date: 2026-10-17

Step 3 — Stress-test

Example

Filled prompt

Goal: One-page brief: Can we migrate eng task tracking to Linear in Q4 without blocking releases?
Format: executive answer (5 lines) · evidence with link + publisher + date · contradictions · 3 Monday actions
Boundaries: Every claim needs a source link. Separate reported vs confirmed. As-of: 2026-10-17

What good output looks like

  • Executive answer is conditional yes/no in ≤5 lines
  • Each evidence bullet has a link you can open
  • Unknowns listed instead of filler
  • Monday actions are concrete (e.g. pilot with 2 pods)
Attack this brief: list the 5 weakest claims and what evidence would change them.
Do not defend the brief—steel-man the opposite view in 6 bullets.

Open the top links yourself. Delete anything you cannot verify.

Example

Filled prompt

Attack this brief: list the 5 weakest claims and what evidence would change them.
Do not defend—steel-man the opposite view in 6 bullets.

What good output looks like

  • Weak claims named with why (single blog, undated doc)
  • Opposite view is fair, not sarcastic
  • You delete or downgrade anything you cannot open

File-based research

When the knowledge is *in your PDF*:

Only use the attached document. Quote page/section for each claim.
If the doc is silent, write “Not in source.”
Summarize for [audience] in 200 words + 5 open questions.

Plan before browse

Questions and stop rules first; then search. Otherwise you drown in tabs.

Red flag

Conclusions without a plan; decision lines with no sources; chat summary pasted into the decision—send it back.

Save this card

Card: turn a fuzzy question into a short brief with sources you actually open. Make it checkable this week—or it was only a title—date a…. Keep this beside the tool; read before you start.

1. What I shipped: ___ 2. What I refused: ___ 3. What I will never-do again: ___ (date: Asia/Shanghai)

  • [ ] Tools/writes paused
  • [ ] Refuse-line dated
  • [ ] Artifact path saved
  • [ ] Next link chosen (or stop)

Before you start

Open ChatGPT on the account you keep. Pick the live thread or Project for “turn a fuzzy question into a short brief.” Have the messy input in front of you—not a blank box. Guide: chatgpt-research-with-a-plan. If you only have a blank practice box, stop and fetch the real job first.

  • Goal in one line: ___
  • Allowed tools: ___
  • Forbidden: ___
  • Human approve needed for: ___

How to use this week

This week in ChatGPT: turn one fuzzy question into a one-page brief with sources you actually opened. Refuse unopened citations on a live artifact—not a blank demo. Write one refuse-line and date the note (Asia/Shanghai). If you only skimmed chatgpt-research-with-a-plan, put 25 minutes on the calendar and redo once.

Calendar block (chatgpt-research-with-a-plan, optional): 25 minutes once this week—open the guide, run Practice once, date the refuse-line, then stop. No binge-reading counts as practice.

Pitfalls

Example

Filled prompt

Only use the attached vendor security PDF.
Quote page/section for each claim. If silent: “Not in source.”
Summarize for our eng lead in 200 words + 5 open questions.

What good output looks like

  • Every claim cites a page (e.g. “p.12 — SSO via SAML”)
  • Gaps say “Not in source” instead of guessing
  • Open questions are actionable for the eng lead
PitfallFix
Asking for “the best” with no criteriaDefine success metrics
Trusting URLs the model typedClick them
Mixing opinion and factRequire labels

Practice now

Live card: one ChatGPT project/GPT/canvas action for “Research with ChatGPT: plan, cite, then decide” with refuse written first (Asia/Shanghai).

Today: write a one-page research plan (question, source bar, decision rule), then gather at least two opened links under that plan. Date the page (Asia/Shanghai).

Today card (copy) — chatgpt-research-with-a-plan: 1. Artifact I will produce: ___ 2. Pass/fail check: ___ 3. Refuse-line if tempted to skip verify/send: ___ (date: Asia/Shanghai) 4. One never-do from this guide: ___

  • [ ] Artifact path written
  • [ ] Refuse example would say "yes"
  • [ ] Dated Asia/Shanghai

One sentence takeaway

turn a fuzzy question into a short brief with sources you actually open. Make it checkable this week—or it was only a title—date a refuse-line this week, or nothing changed

  • You can point to a dated refuse-line
  • You have one artifact path from tonight
  • You can teach the red flag in one sentence

Next

Compare models · Research path · Clear prompts · Deep research mode · Claim–evidence matrix

Pair with today: open the first Next link (compare-how-to-choose-a-model) only after you dated a refuse-line for this guide (Asia/Shanghai).

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