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GitHub Copilot Prompt for Writing a Business Proposal

GitHub Copilot, the coding assistant developed by GitHub and OpenAI, is not limited to code generation. Thanks to its advanced natural language understanding capabilities, it becomes a formidable ally for writing structured professional documents, including business proposals. By using Copilot Chat directly in your code editor or via the dedicated interface, you can generate complete proposals tailored to your industry and prospect profile. The major advantage lies in Copilot's ability to draw on the context of your open files: client data, history of similar projects, or existing templates. By structuring your prompt correctly, you get a professional first draft covering all expected sections—from the executive summary to pricing terms—while maintaining a persuasive business tone. This approach significantly reduces writing time, from several hours to just a few minutes for a usable draft that you only need to customize and refine.

The prompt

GitHub Copilot

Write a professional and persuasive business proposal for [COMPANY NAME], addressed to [PROSPECT NAME / INDUSTRY]. Context: the prospect has expressed a need for [DESCRIBE THE IDENTIFIED NEED]. Our offer covers [DESCRIBE THE SOLUTION / SERVICE PROPOSED] with an estimated budget of [AMOUNT]. Structure the proposal with the following sections: 1) Cover page with contact details, 2) Executive summary of max 150 words highlighting added value, 3) Understanding of the client's need rephrased to demonstrate our attentiveness, 4) Proposed solution with details of deliverables and methodology, 5) Implementation schedule with key milestones, 6) Pricing terms presented in a table format, 7) References and similar client case studies, 8) General terms and next steps. Adopt a professional but accessible tone, orient each section towards concrete benefits for the client, and include social proof elements. End with a clear call to action with an offer validity date.

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Why it works

This prompt works due to its exhaustive structure that guides Copilot section by section, eliminating any ambiguity about the expected format. The variables in brackets allow immediate customization while providing enough context for the model to generate relevant and coherent content. The explicit instruction on tone and benefit-orientation forces the model to produce conversion-focused text rather than a simple technical description.

Expected result

You get a complete business proposal of 2 to 4 pages, structured into clearly identified sections with professional headings. The document includes a compelling executive summary, an empathetic restatement of the client's need, a detailed breakdown of deliverables with a schedule, and a pricing table ready to be completed with your actual figures.

Variants by level

FAQ

Can GitHub Copilot really write professional-quality business proposals?
Yes, GitHub Copilot excels at generating structured text when the prompt is detailed enough. However, the result should be considered a solid first draft that requires proofreading and customization. Numerical data (prices, deadlines, actual client references) must be verified and adjusted manually. Copilot's strength lies in its ability to quickly produce a coherent structure and fluid sales copy that you can then refine.
How to effectively personalize the proposal generated by Copilot for each prospect?
The key is to provide as much specific context as possible in your prompt: the prospect's name, industry, needs expressed during prior exchanges, and the history of the business relationship. You can also open files in your editor containing meeting notes or CRM exports—Copilot will draw from these open files to enrich its response. After generation, focus your review on rephrasing the client's need and social proof elements, as these sections have the highest business impact.
What is the best approach for structuring pricing in a proposal generated with Copilot?
Explicitly ask Copilot to present pricing in a table with multiple packages (e.g., essential, premium, custom). This pricing anchoring technique is a proven business practice. Specify in your prompt whether you want to show prices excluding or including tax, whether options should appear separately, and whether a payment schedule is needed. Copilot will generate the table structure that you only need to fill in with your real prices—never leave the fictitious amounts generated by the AI in your final document.

How to use this prompt

  1. Copy the prompt with the button above.
  2. Paste it into ChatGPT, Claude or your favorite AI assistant.
  3. Replace the bracketed variables with your details, then refine the result.

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