Deep Research · Lesson 2Pro~14 min readReports + synthesisBuilds on Lesson 1

Competitor & market reports that hold up.

A brief answers a question; a report makes a case. This lesson builds reports you’d put your name on — triangulating multiple sources, surfacing where they disagree, and landing on a defensible recommendation, all resting on citations you’ve actually checked.

The mental model

A real report is multi-source synthesis with citations you’ve checked — something you’d put your name on.

A brief answers a question; a report makes a case. It triangulates several sources, surfaces where they disagree, and lands on a recommendation you can defend. The craft is synthesis you trust — and that lives or dies on the quality of the sources behind it.

The Reframe

Synthesis is only as good as its weakest source. A confident, well-formatted report built on a marketing blog and a Reddit thread is dangerous precisely because it looks authoritative.

Step 01 Structure a real report

Give the report a backbone so it argues, not rambles:

Report backbone

  1. Question — what it answers and why it matters.
  2. Method — what sources and approach (so it can be trusted).
  3. Findings — the evidence, each with a source.
  4. Recommendation — the defensible conclusion.

Step 02 Synthesize across sources

Push the AI to triangulate, not just summarize one page:

Synthesis promptBuild a report on [topic] for [decision]. Use at least [N] credible sources. Where they agree, say so; where they disagree, show both sides and which is better supported. Weight primary sources (filings, official data, original research) over secondary commentary. Flag any claim resting on a single weak source.

Step 03 Competitor and market patterns

Two workhorse report types, each with a clear ask: a competitor scan (who they are, positioning, pricing signals, strengths and gaps) and market sizing (the market, growth, segments, trends — with the assumptions shown so you can sanity-check the math).

Step 04 Citations you can trust

Beware research that’s really marketing: vendor blogs, SEO-bait “studies,” and press releases dressed as analysis. AI can’t always tell the difference and will cite them confidently. Check who produced a source and why before you let it shape a recommendation.

Your challenge: build a verified report

Produce a competitor or market report on something real:

  1. Give it the four-part backbone: question, method, findings, recommendation.
  2. Require multiple sources and have it surface disagreements.
  3. Weight primary sources; flag single-source claims.
  4. Verify the key citations and date them before you rely on it.

That’s a report you can defend in a meeting. Next, turn one-off research into repeatable systems — templates, monitoring, and recurring briefings — that’s Lesson 3.

What you can do now

  • Structure a report with question, method, findings, recommendation
  • Synthesize multiple sources and surface disagreement
  • Run competitor scans and market-sizing with shown assumptions
  • Weight primary sources over secondary commentary
  • Spot marketing masquerading as research
Pro+
Up next in Deep Research

Lesson 3 · Repeatable research systems

Templates, monitoring for what changed, and recurring briefings that keep your team informed automatically. Go to Lesson 3 →

🎓
AI Coach
Ask anything about this lesson
Hey! I’m your AI Coach for this lesson. Ask me anything about structuring a report, synthesizing sources, or judging citation quality. What’s on your mind?
Free lesson coaching is limited to 3 questions. Upgrade to Pro for unlimited coaching on every lesson.