Reports, Proposals & Presentations

Writing Professional Reports and Proposals

Reports and proposals are high-stakes writing. They shape decisions, influence stakeholders, and often determine whether a project gets funded, approved, or killed. ChatGPT can dramatically accelerate this work — but only if you direct it with intention.

The Two Ways to Use ChatGPT for Reports

Approach 1: Full draft from structured input You provide data, context, and structure. ChatGPT writes the full document. Best when you know the content well and want to skip the blank page.

Approach 2: Section by section with your direction You write (or outline) the key points for each section. ChatGPT expands, refines, and polishes. Best for nuanced work where you want tight control.

For most professional reports, Approach 2 produces better results. The structure comes from your judgment; the prose comes from ChatGPT.

Building a Report: Step-by-Step

Step 1: Create the outline first

I need to write a business case for adopting a new CRM system. 
The audience is the VP of Sales and CFO. 

Create a detailed outline for the report. Include: executive summary, 
problem statement, current state analysis, proposed solution, ROI analysis, 
implementation timeline, risks and mitigations, and recommendation.

Each section should have 3-4 bullet points indicating what it should cover.

Get the structure right before writing a single paragraph. Moving sections around at the outline stage is easy. Restructuring after you've written 2,000 words is painful.

Step 2: Fill in the sections you know

Before asking ChatGPT to write anything, dump your knowledge into each section:

Here's the raw content for the "Problem Statement" section of my CRM report:
- Current CRM is Salesforce, implemented 2018
- Sales team has 23 people across 3 regions
- Key complaints: too complex, low adoption (est. 40% of deals logged)
- Result: forecasting is unreliable, pipeline data can't be trusted
- Last quarter's miss was partially attributed to pipeline visibility gap
- Two reps have quit, partly citing tool frustration

Write this as a professional "Problem Statement" section (3-4 paragraphs). 
Lead with the business impact, not the tool issues. Audience: CFO and VP Sales.

Your raw content + ChatGPT's writing ability = polished professional prose.

Step 3: Executive Summary last

Write the executive summary after the full report is complete:

Here is the complete report [paste report].

Write a 250-word executive summary that:
- States the problem in one sentence
- Recommends a specific action (with financial justification)
- Summarizes the 3 key points decision-makers need
- Ends with a clear ask (approval, budget, next step)

Tone: confident and direct. This is going to a C-suite audience with no time to read the full report.

Executives often only read the executive summary. Make it stand alone.

Writing Proposals That Win

A proposal is different from a report: it needs to persuade, not just inform.

The Problem-Solution-Proof structure

Write a proposal section following this structure:

PROBLEM (1 paragraph): Describe the client's situation — the gap, pain, or 
opportunity. Use their language (from the context I'll provide).

SOLUTION (2 paragraphs): What we're proposing, how it works, why this specific 
approach fits their situation.

PROOF (1 paragraph): Evidence this works — case study, metrics from similar 
clients, relevant expertise.

Context about the client:
[paste discovery notes, emails, or key facts]

Tailoring language to the client

I need to write a proposal for a healthcare technology company. 
Their CEO used these phrases in our last meeting:
- "Our nurses are drowning in documentation"  
- "We need AI that doesn't require retraining every 6 months"
- "The board is watching us closely on cost control"

Write the value proposition section of our proposal. Mirror their language 
where appropriate. Focus on what they said they care about.

Using the client's own words signals that you actually listened. It's more persuasive than polished generic prose.

Data and Numbers in Reports

ChatGPT can format and contextualize numbers — but the numbers must come from you:

I have these metrics from our Q3 data:
- Revenue: $2.3M (vs $1.8M Q2, vs $1.9M Q3 last year)
- New customers: 47 (vs 38 Q2)
- Churn rate: 3.2% (vs 2.8% Q2)
- NPS: 42 (vs 39 Q2)

Write a 3-paragraph narrative analysis of these numbers. 
Highlight the YoY growth story, acknowledge the churn uptick with context 
(we onboarded a large SMB cohort in Q2), and frame NPS improvement as 
evidence of retention investment working.

Give ChatGPT the interpretation you want — it writes the narrative, not the analysis.

Formatting for Executives

Executive reports have specific conventions:

Reformat this report section for an executive audience:
- Move the key finding to the first sentence
- Replace any jargon with plain language
- Convert the paragraph about methodology to a single sentence
- Add a clear "So what?" conclusion
- Format data as a simple table, not embedded in prose

Executives skim. Lead with conclusions, not context. Put the "what this means" before the "how we got here."

Common Report Sections and Prompts

SWOT Analysis:

Based on the following company context, write a professional SWOT analysis 
formatted as four sections with 4-5 bullet points each. 
Be specific — no generic business advice.

Company context: [paste]

Competitive Landscape:

Write a competitive analysis section comparing these three vendors:
[Company A]: [key facts]
[Company B]: [key facts]
[Company C]: [key facts]

Format as a comparison table with rows: Pricing, Key Features, 
Ideal Customer, Weaknesses. Then write a 2-paragraph narrative 
on our positioning relative to this field.

Risk Section:

Write a Risk and Mitigation section for this proposal.
Risks to cover:
1. Implementation timeline slippage
2. Budget overrun
3. User adoption

For each: state the risk, likelihood (high/medium/low), impact, 
and our mitigation approach.

Editing and Polishing

After drafting, use ChatGPT to improve what you have:

Tighten prose:

Edit this section for conciseness. Remove any sentences that don't add 
new information. Target: reduce word count by 25% without losing meaning.

Adjust tone:

This reads too academic. Rewrite it to sound more like a confident 
practitioner giving advice, less like a researcher describing findings.

Check for clarity:

Read this from the perspective of a busy executive who hasn't been 
following this project. What's unclear or assumed? What questions 
would they have after reading this?

What to Keep Control Of

ChatGPT is excellent at prose and structure. Keep control of:

• The actual data and numbers (never let ChatGPT generate these)
• The strategic recommendation (that's your judgment call)
• The final review for accuracy — read everything before you send it
• Confidential client information (don't paste sensitive data into ChatGPT)

Use ChatGPT to write faster and more clearly. Use your brain to think harder and more accurately.

Next lesson: Tone adjustment — rewriting content for different audiences and contexts.