Structured Output

Skill 3: Get deliverables, not just chat responses

What Most People Do

Ask a question, copy-paste the text response into a doc or email, format it manually.

What You Can Do Instead

Ask for the output format directly:

  • “Build this as a slide deck”
  • “Format as a Word doc with headers”
  • “Give me a CSV I can import”
  • “Create a chart of this data”

Then list all of the components in as much detail as possible.

What Each Tool Can Generate

Claude

PPTX, DOCX, PDF, XLSX, HTML, React apps

ChatGPT

Canvas, Code Interpreter charts, DOCX, PDF

Copilot

Native Office file generation (Word, Excel, PowerPoint)

NotebookLM

Audio overviews, written responses, study guides

Tool Comparison

Pick by workflow, not by brand.

CapabilityClaudeChatGPTCopilotNotebookLM
File upload & analysisExcellentExcellentGood (M365)Excellent
Knowledge baseProjectsCustom GPTsSharePoint indexNotebooks (50 sources)
Generate filesMS Office, PDF, otherMS Office, PDF, otherNative OfficeAudio / Written
Team sharingProjectsGPT StoreOrg-wideShared notebooks
Best forDeep analysis + structured outputBroad tasks + code executionM365 workflows + existing docsResearch + cross-referencing

These are complementary, not competing. Many teams use 2-3 of these for different workflows.

Key Takeaway

  • Ask for the format, not just the answer - “Build this as a slide deck” instead of copy-pasting chat text
  • Describe every component - the more detail you give about the output structure, the closer you get to a finished deliverable
  • Match the tool to the workflow - Copilot for Office-native output, Claude for complex analysis, ChatGPT for code/charts, NotebookLM for research synthesis