AI Proposal Tool – Recommended Prompts
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Overview
When to Use These Prompts
Compliance Review Prompts
Key Personnel and Past Performance Prompts
Pricing Strategy Prompts
Writing, Editing, and Formatting Prompts
Project Planning Prompts
Strategy and Differentiation Prompts
Best Practices
Overview
This article provides recommended prompts to help you use NextStage’s AI capabilities more effectively during proposal development. These prompts can be used in:
AI Chat
Rewrite with AI
Additional Instructions fields
Outline generation and refinement
These examples support compliance validation, staffing alignment, proposal writing, and overall proposal strategy.
When to Use These Prompts
Use these prompts to:
Validate compliance with solicitation requirements
Improve proposal clarity and persuasiveness
Strengthen staffing and past performance alignment
Support pricing and risk positioning
Accelerate proposal drafting and editing
Always review AI-generated output to ensure accuracy and alignment with solicitation requirements.
Compliance Review Prompts (AI Chat)
Use these prompts to evaluate alignment with Section L and Section M requirements.
Examples:
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 all changes affecting proposal requirements.
Score this proposal section using Section M evaluation criteria and recommend improvements.
Does this section demonstrate clear understanding of the agency’s mission and objectives? Suggest improvements if needed.
Best used during: Outline review and Pink Team preparation
Key Personnel and Past Performance Prompts (AI Chat)
Use these prompts to refine staffing alignment and strengthen past performance positioning.
Examples:
Evaluate these resumes against the Key Personnel requirements and identify qualification gaps.
Rewrite this resume to better align with the labor category and emphasize federal and relevant contract experience.
Select the top three past performance examples based on the RFP requirements. If none are suitable, explain why.
Summarize this past performance reference into a compliant narrative using CPARS-style language.
Best used during: Key Personnel assignment and Past Performance development
Pricing Strategy Prompts (AI Chat)
Use these prompts to strengthen cost volume narratives and pricing justification.
Examples:
Draft a pricing narrative that aligns with our technical approach and supports our overall solution.
Create a small business subcontracting plan aligned with the RFP’s goals and team structure.
Recommend pricing-related risk mitigation strategies based on our proposed staffing and execution approach.
Best used during: Cost volume and pricing narrative development
Writing, Editing, and Formatting Prompts (Rewrite with AI or Additional Instructions)
Use these prompts to refine structure, clarity, and compliance.
Examples:
Rewrite this section to fit within a 500-word limit while preserving key technical details.
Improve clarity and persuasiveness while maintaining compliance with solicitation requirements.
Reorganize this section to align with the required proposal structure.
Best used during: Draft development and Pink Team preparation
Project Planning Prompts (AI Chat)
Use these prompts to develop execution plans and supporting narratives.
Examples:
Draft a high-level project schedule aligned with solicitation milestones.
Create a staffing plan that aligns with the technical approach and performance requirements.
Develop a transition plan narrative based on the PWS requirements.
Best used during: Technical approach and management volume development
Strategy and Differentiation Prompts (AI Chat)
Use these prompts to strengthen positioning and win themes.
Examples:
Write a win theme that aligns our strengths with the agency’s mission and priorities.
Identify potential discriminators based on our capabilities and RFP requirements.
Draft a capabilities statement paragraph positioning us as a low-risk, high-value provider.
Suggest ways to differentiate our approach from the incumbent contractor.
Best used during: Capture alignment and proposal positioning
Best Practices
Provide relevant context, including solicitation requirements and draft content
Be specific about desired outcomes and format
Review all AI-generated content for accuracy and compliance
Use AI to support proposal development, not replace subject matter expertise