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AI Proposal Tool- Recommended Prompts

This article highlights a variety of different prompts that can be used in the AI Chat, Additional instructions, or when rewriting with AI

Matt Miller avatar
Written by Matt Miller
Updated over a month ago

Compliance Review Prompts- AI Chat

Use these prompts to evaluate alignment with the RFP

  • Line-by-line, check whether each compliance requirement is met based on our draft. Flag any gaps.

  • Compare the original RFP with Amendments 1–2 and summarize changes.

  • Score this proposal section based on Section M evaluation criteria and suggest improvements.

  • Does this section show clear understanding of the mission? Suggest changes if not.

Key Personnel & Past Performance Prompts- AI Chat

Get help refining resumes and selecting the best past performance examples. You will need to have Resumes available either in SharePoint or uploaded to NextStage.

  • Evaluate these resumes against the Key Personnel requirements. Flag any gaps.

  • Rewrite this resume to better match the labor category and emphasize federal project experience.

  • Pick the top 3 past performance examples based on the RFP. If none are suitable, say so.

  • Summarize this past performance into a 1-page narrative using CPARS language.

Pricing Strategy Prompts- AI Chat

Stay compliant and persuasive in your cost volume:

  • Write a pricing narrative that supports our solution and matches the RFP’s cost structure.

  • Create a small business subcontracting plan based on our team composition and RFP goals.

  • Suggest a risk mitigation approach tied to our pricing model.

Writing, Editing & Formatting Prompts- Rewrite & Additional Instructions

Polish and format your content more efficiently:

  • Rewrite this section to fit within 500 words without losing meaning. - Highlight and Rewrite with AI

  • Reorganize this draft to follow the required structure (e.g., Tech Approach → Management → Past Performance).- Additional instructions when Creating an Outline

Project Planning Prompts- AI Chat

Use these to build visuals and narratives:

  • Draft a high-level project schedule using RFP milestones.

  • Write a staffing plan that aligns with our technical solution.

Strategy & Differentiation Prompts- AI Chat

Win themes and positioning support:

  • Write a win theme that ties our strengths to the agency’s mission needs.

  • Help us differentiate from the incumbent based on known strengths and weaknesses.

  • Draft a capabilities statement paragraph that positions us as a low-risk, high-value provider

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