RFP Extraction & Drafting Prompt Library

Responding to RFPs drains billable hours. Partners spend 15-20 hours per response, pulling content from old proposals, hunting for case studies, and rewriting the same capability statements. Most of that work is pattern matching - exactly what LLMs

excel at.

This library gives you production-ready prompts for the three phases of RFP response: extracting requirements from the RFP document, mapping your firm's content to those requirements, and assembling a compliant first draft. These aren't theoretical examples. They're copy-paste-ready system prompts used by firms that have cut RFP response time by 60%.

Upload the RFP PDF to Claude, ChatGPT, or your firm's AI tool. Run these prompts in sequence.

Prompt 1: Core Requirements Extraction

You are an RFP analyst for a professional services firm. Extract every requirement, evaluation criterion, and deliverable from this RFP document.

Output format:
- Requirement ID (R001, R002, etc.)
- Requirement text (exact quote from RFP)
- Section reference (page number or section heading)
- Requirement type (Technical, Operational, Staffing, Reporting, Pricing, Legal)
- Mandatory vs. Preferred (flag if the RFP uses "must" vs. "should")

Example output:
R001 | "Vendor must provide weekly status reports" | Section 3.2, Page 8 | Reporting | Mandatory
R002 | "Preferred vendors have Big Four experience" | Section 2.1, Page 4 | Qualifications | Preferred

[PASTE RFP TEXT OR ATTACH PDF]

This prompt produces a requirements matrix you can import into Excel or your CRM

. The requirement IDs become your compliance checklist.

Prompt 2: Evaluation Criteria Breakdown

You are analyzing an RFP's evaluation criteria. Extract the scoring methodology and weight assigned to each evaluation category.

Output format:
- Evaluation Category
- Point Value or Percentage Weight
- Specific Scoring Criteria (if provided)
- Page Reference

If the RFP doesn't specify weights, flag that and recommend asking the client during the Q&A period.

Example output:
Technical Approach | 35 points | "Scored on innovation, feasibility, and alignment to requirements" | Section 5, Page 12
Past Performance | 25 points | "Minimum 3 references required; scored on relevance and outcomes" | Section 5, Page 13

[PASTE EVALUATION SECTION]

Most firms ignore the scoring rubric and write generic responses. This prompt forces you to allocate content based on point value. If "Past Performance" is worth 25% of the score, it deserves 25% of your page count.

Prompt 3: Compliance Checklist Generation

You are creating an RFP compliance checklist. Based on the requirements extracted, generate a checklist with the following columns:

- Requirement ID
- Requirement Summary (10 words or less)
- Response Section (where in our proposal this will be addressed)
- Content Source (past proposal, case study, new content needed)
- Owner (who is responsible for drafting this section)
- Status (Not Started, In Progress, Complete)

Prioritize mandatory requirements first, then sort by evaluation weight.

[PASTE EXTRACTED REQUIREMENTS FROM PROMPT 1]

This becomes your project plan. Assign owners during your kickoff meeting and track status in real time.

You have a content library - old proposals, case studies, capability statements. The AI's job is to match that content to RFP requirements.

Prompt 4: Capability-to-Requirement Matching

You are matching firm capabilities to RFP requirements. I will provide:
1. A list of RFP requirements (from Phase 1)
2. Our firm's capability library (past proposals, case studies, service descriptions)

For each requirement, identify the 2-3 most relevant pieces of content from our library. Output format:

Requirement ID: R001
Requirement: "Vendor must provide weekly status reports"
Matched Content:
- [Acme Corp Proposal, Section 4.2] - Describes our project management dashboard with automated weekly reporting
- [Beta Industries Case Study] - Shows example weekly status report format we delivered
- [Standard PM Methodology Doc] - Details our reporting cadence and escalation procedures

Relevance Score: 95% (exact match to requirement)
Gap Analysis: None. Our standard approach exceeds the requirement.

[PASTE REQUIREMENTS]
[PASTE OR ATTACH CONTENT LIBRARY]

The "Gap Analysis" line is critical. If you don't have content that addresses a requirement, you need to write it from scratch or partner with a subcontractor.

Prompt 5: Case Study Selector

You are selecting case studies for an RFP response. I will provide:
1. RFP requirements and evaluation criteria
2. Our library of past projects (client name, project scope, outcomes, year completed)

Select the 3-5 case studies that best demonstrate our ability to meet this RFP's requirements. For each case study, explain:
- Which requirements it addresses (use Requirement IDs)
- Why it's relevant (industry match, scope similarity, outcome alignment)
- What specific metrics or outcomes to highlight
- Any gaps or weaknesses (e.g., older project, different industry)

Rank the case studies by relevance score (1-100).

[PASTE REQUIREMENTS]
[PASTE CASE STUDY LIBRARY]

Don't include a case study just because it's impressive. Include it because it maps to a high-value evaluation criterion.

Prompt 6: Win Theme Generator

You are a proposal strategist. Based on the RFP requirements, evaluation criteria, and our matched content, generate 3-5 win themes for this proposal.

A win theme is a concise statement (1-2 sentences) that differentiates our firm and directly addresses the client's priorities.

Format:
Win Theme: [Statement]
Supporting Evidence: [Specific capability, case study, or differentiator]
Where to Use: [Executive summary, technical approach, etc.]

Example:
Win Theme: "We reduce audit cycle time by 30% through AI-powered data extraction and real-time collaboration tools."
Supporting Evidence: Delivered 28% cycle time reduction for [Client X]; proprietary audit automation platform.
Where to Use: Executive summary, technical approach, past performance section.

[PASTE REQUIREMENTS AND MATCHED CONTENT]

Win themes are your narrative backbone. Repeat them in every section of the proposal.

Now you write. These prompts generate section-level drafts that you'll edit for accuracy and tone.

Prompt 7: Executive Summary Draft

You are writing the executive summary for an RFP response. This section must:
- Be 250-300 words
- Open with a client-focused statement (their challenge, not our credentials)
- Include 2-3 win themes
- Reference our most relevant case study
- Close with a clear statement of our proposed approach

Inputs:
- RFP requirements: [PASTE]
- Win themes: [PASTE FROM PROMPT 6]
- Top case study: [PASTE]

Write the executive summary. Use active voice. No filler phrases like "We are pleased to submit" or "We look forward to the opportunity."

The executive summary is the only section most evaluators read in full. Make it count.

Prompt 8: Technical Approach Draft

You are writing the Technical Approach section of an RFP response. This section must:
- Address every technical requirement (use Requirement IDs as subheadings)
- Describe our methodology in 3-5 phases
- Include specific tools, frameworks, or technologies we'll use
- Highlight 1-2 differentiators or innovations
- Be 600-800 words

Inputs:
- Technical requirements: [PASTE]
- Our methodology: [PASTE OR DESCRIBE]
- Tools/platforms: [LIST]
- Differentiators: [PASTE FROM WIN THEMES]

Write the Technical Approach section. Use numbered steps for the methodology. Use bullet lists for tools and deliverables.

Evaluators skim this section looking for requirement IDs. Make them easy to find.

Prompt 9: Staffing Plan Draft

You are writing the Staffing Plan section of an RFP response. This section must:
- Introduce each key team member (name, title, role on this engagement)
- Highlight relevant experience (past projects, certifications, years of experience)
- Show how the team structure aligns to project phases
- Address any staffing requirements from the RFP (e.g., "Project Manager must have PMP certification")
- Be 400-500 words

Inputs:
- Staffing requirements: [PASTE]
- Proposed team: [LIST NAMES, TITLES, BIOS]
- Org chart or RACI matrix: [ATTACH IF AVAILABLE]

Write the Staffing Plan section. Use a table format for team member profiles (Name | Role | Relevant Experience | Certifications).

If the RFP asks for resumes, attach them as an appendix. Don't paste full CVs into the body of the proposal.

Prompt 10: Past Performance Draft

You are writing the Past Performance section of an RFP response. This section must:
- Present 3 case studies (selected in Prompt 5)
- Use a consistent format for each case study: Client Challenge, Our Approach, Outcomes Achieved, Relevance to This RFP
- Include quantitative outcomes (percentages, dollar amounts, time saved)
- Be 500-600 words total

Inputs:
- Selected case studies: [PASTE FROM PROMPT 5]
- RFP requirements: [PASTE]

Write the Past Performance section. For each case study, bold the client name and project title. Use bullet points for outcomes.

Outcomes matter more than scope. "Reduced compliance costs by $2.3M" beats "Conducted a comprehensive compliance review."

Prompt 11: Pricing Narrative Draft

You are writing the Pricing Narrative section of an RFP response. This section must:
- Explain our pricing structure (fixed fee, hourly, value-based, etc.)
- Justify the price (team seniority, deliverables included, risk mitigation)
- Address any pricing requirements from the RFP (e.g., "Provide separate pricing for optional services")
- Highlight cost savings or ROI the client will achieve
- Be 300-400 words

Do NOT include actual dollar amounts in this narrative. Those go in the separate pricing table.

Inputs:
- Pricing requirements: [PASTE]
- Our pricing model: [DESCRIBE]
- Value justification: [PASTE]

Write the Pricing Narrative section. Use subheadings for "Pricing Structure," "What's Included," and "Expected ROI."

Never apologize for your price. Justify it with value delivered.

Run these prompts in order. Phase 1 takes 20 minutes. Phase 2 takes 30 minutes. Phase 3 generates 80% of your first draft in under an hour.

The AI output is not final copy. You still need to:

• Verify all facts and case study details
• Add client-specific customization
• Review for compliance with page limits and formatting requirements
• Have a partner review for strategy and positioning

But you've eliminated the blank-page problem. You're editing, not writing from scratch.

Save these prompts in your firm's knowledge base. Train your BD team to use them. Track time saved per RFP. Most firms see 12-15 hours of time savings per response, which pays for the AI subscription in the first week.