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Lesson Content

The research-first workflow.

The most common writing mistake is drafting from memory and then checking facts afterward. Research-first is more efficient and produces stronger work:

1. Outline the document structure
2. Identify each section's key claims and what evidence they require
3. Research each claim before drafting
4. Draft from your research, not from memory
5. Verify before publishing

Step 2 in detail: identifying research needs.

For each section of your document, ask:

• What specific facts, figures, or data support this point?
• What authoritative sources would a critical reader expect to see cited here?
• What is the strongest counterargument to this section, and what evidence addresses it?

These become your Perplexity research prompts.

Building a research brief.

Before drafting, build a research brief with Perplexity:

"I am writing [document type] about [topic] for [audience]. The document will make these key claims: [list]. Research each claim and provide: (1) supporting evidence with citations, (2) notable qualifications or counterevidence I should acknowledge, and (3) the strongest authoritative source for each claim."

Distinguishing research from ghostwriting.

Perplexity provides research – information, evidence, and sources. The writing is yours. The difference:

• Perplexity research: "Here is what evidence shows about this claim, with citations to the sources"
• AI ghostwriting: "Here is text you can paste into your document"

Use Perplexity for the former. Write the document yourself, drawing on the research.

Knowing when research is sufficient.

Research is sufficient when: key claims have sourced support, significant counterarguments have been acknowledged, and the most important facts have been verified against original sources. Research is not sufficient when: you are making claims about your specific organization, your original analysis, or your professional judgment – these require your voice, not research synthesis.