Maximize Results with Effective AI Prompts for Proposal Writing and More

The better the prompt, the better the output. That’s why we’ve carefully curated a library of results-driven (and reliable) AI prompts covering every stage of the RFP process, from research to review to final submission. Whether you’re in pre-sales, on the proposal team, or a technical expert, you’ll find prompts written specifically for you.

Simply copy the sample prompts below, or download the complete library:

RFP Research

Qualify Whether to Pursue the RFP

Review the following RFP from [client name] and help me assess whether we should bid. Evaluate fit based on: our solution’s match to their stated requirements, the competitiveness of our position given [known competitors], the size of the opportunity ([contract value] ⚠️), and any red flags in the terms or timeline. Recommend bid or no-bid with a brief rationale.
RFP Research

Align With the Client’s Core Values

Describe [client name]’s organizational values and culture as communicated in their public materials (e.g., website, mission statement, social media). Provide insight into how we can tailor our messaging in our proposal for [describe solution] to align with their core values and company culture.
Positioning

Identify Your Key Differentiators

Analyze the key competitors for [your company name] and identify areas where we have a competitive advantage to be the vendor of choice for [client’s name].
Positioning

Transform Features Into Benefits

Convert the following list of product/service features into client-centered benefits that highlight the positive outcomes for [client name].
[List of features]
Loopio Prompts

Help Decision-Makers Weigh Options Quickly and Fairly

Provide 3 bullets: benefit, limitation, mitigation. End with a recommended fit statement.
Loopio Prompts

Present Security Answers in Evidence-led Formats

Rewrite as Policy, Process, Evidence bullets; include scope and cadence where relevant.
Team Alignment

Plot Proposal Milestones

Create a realistic timeline for the proposal process with key milestones, deadlines, and assigned responsibilities for the following team members:

1. [Name], [Role]
2. [Name], [Role]
3. [Name], [Role]

Ensure the timeline finishes on [submission deadline].
Team Alignment

Draft a Kickoff Meeting Agenda

Create a detailed agenda for the kickoff meeting to discuss the RFP response for [client’s name]. The agenda should cover all key elements to ensure team alignment and clarity on the proposal objectives, roles and responsibilities, timeline, and next steps.
Proposal Writing

Build a Custom Content Plan

I recently created a content plan for [client segment], which I’ve included below. Can you create a content plan for [another client segment] in the same format?

[Paste content plan] ⚠️
Proposal Writing

Draft a Structured Proposal Outline

I have the following rough notes for an RFP response to [client’s name]. Can you help me turn them into a structured proposal outline? Here are my notes:

[Insert rough notes] ⚠️

Please create a clear outline that follows the typical structure of a proposal.
Emails to Procurement

Acknowledge Receipt of the RFP

Draft an email to [client name] acknowledging receipt of their RFP. Confirm your intention to submit a proposal, express gratitude for the opportunity to participate, and inquire if there are any updates, key details, or additional information about the bidding process that would be helpful to know.
Emails to Procurement

Write a Professional No Bid Letter

Write a professional no bid letter addressed to [client name]. The letter should express appreciation for the opportunity to bid, briefly explain the decision to pass, such as [insert details], and maintain a positive relationship for future collaborations. Use a respectful and professional tone, and keep it concise.
Collaborating With SMEs

Ask for Input on Technical Requirements

Write an email to [SME name] requesting their input on technical requirements outlined in [client name]’s request for proposal. Specifically, ask for clarification or additional details on [specific technical requirement], and guidance on how we can best align our solution to meet the client’s expectations.
Collaborating With SMEs

Request Contribution to Proposal Sections

Write an email to [SME name] requesting their input on the [specific section of the proposal, e.g., technical approach, management plan]. Include a brief overview of the RFP and the questions you need to address:

[Paste overview]

[Paste questions]

Highlight the significance of their contribution and stress the importance of submitting their input by [deadline] to ensure timely completion of the proposal.
Prompts for Reviewers

Summarize RFP Contract Terms for Risk Review

Summarize the key contract terms and conditions from the following RFP in plain language: [paste terms]. Organize by category — liability, IP ownership, termination, payment, and data privacy. Flag any terms that deviate from standard commercial agreements or that carry elevated risk. ⚠️
Prompts for Reviewers

Write a Risk Summary for Leadership Sign-Off

Summarize the top three legal risks identified in [client name]’s RFP terms in plain language suitable for [executive/leadership team] review. For each risk, include: what the clause requires, why it’s a concern, and a recommended mitigation or fallback position. ⚠️
Editing

Emphasize the Value of a Specific Feature

Highlight the unique value of [specific feature], focusing on how it directly addresses [specific client needs, pain points, or goals]. Emphasize how our capabilities in this area provide [specific benefits, such as increased efficiency, cost savings, or improved user experience] and illustrate why this feature makes us an ideal fit for [type of client, e.g., healthcare organizations, tech startups].
Editing

Use Industry-Specific Terminology

Incorporate terminology and language commonly used by [industry, e.g., healthcare, financial services]. Ensure the language reflects our understanding of their specific operations and needs, making it more relatable and relevant.
Formatting

Format the Response Into Separate Headings

Structure the response using at least two headings: one for [Topic 1] and one for [Topic 2]. Apply the ‘Answer Header 1’ style to maintain consistency.
Formatting

Format the Response Into Lists

Include a bulleted list and a numbered list within the response. Use the bulleted list for general points and the numbered list for ordered steps or processes.
Content Updates

Replace Old Product Names

Replace all instances of [old product name] with [new product name]. Ensure that the updated product name is used consistently throughout, and check for any necessary adjustments in wording to maintain clarity and flow.
Content Updates

Updates Stats and Figures

Replace the statistics and figures in this answer with the latest data:
[Insert latest stats and figures here]
Loopio Prompts

Standardize Technical Overviews

List SLA metrics, support tiers, response/resolve times, and escalation path as concise bullets.
Loopio Prompts

Provide Clarity for Reviewers & Legal

Provide a short paraphrase followed by the verbatim sentence in quotes for each critical claim.
Loopio Prompts

Increase Credibility and Perceived Fit

Incorporate social proof for [Industry] by referencing [Client A/B/C] where relevant.
Loopio Prompts

Tailor Responses for Sales Leaders

Tailor for Head of Sales Ops. Emphasize efficiency, reporting, ROI; remove deep technical detail; max 120 words.
RFP Research

Understand Current Industry Conditions

Provide an overview of [client’s industry], including current trends, challenges, and opportunities. Identify emerging technologies, regulations, or market demands that may impact [client’s name] and inform our proposal for [describe solution].
RFP Research

Get to Know Key Decision-Makers

Analyze the LinkedIn profile of [decision-maker’s name] at [company name]. Provide insights on:

1. Their professional background, areas of expertise, and key roles held.
2. Any skills, accomplishments, or areas of focus they emphasize that may indicate their priorities or expectations.
3. Their recent posts, articles, or engagements to identify topics they’re interested in or values they promote.

Summarize your findings in a way that helps us understand their perspective and how we can align our messaging with their goals, challenges, or interests.
RFP Research

Spot Your Competitive Advantages

Analyze the competitive advantages of [competitor’s name] within [industry or location]. What are they excelling in, and where do they fall short?
RFP Research

Understand Competitor’s Positioning

Examine how [competitor’s name] positions themselves in the market. What are their primary differentiators?
RFP Research

Perform a SWOT Analysis

Generate a SWOT analysis for [your company name]. The analysis should include:

– Strengths: Key advantages, unique capabilities, or resources that position our company favorably.
– Weaknesses: Potential gaps, challenges, or areas where our company may be at a disadvantage compared to competitors.
– Opportunities: Market trends, client needs, or external factors that could create a competitive edge or lead to success.
– Threats: External factors, including competitors, economic conditions, or other risks that may impact the proposal’s success.

Ensure the analysis is based on a clear understanding of the market, the project, and our company’s position.
RFP Research

Brief the Bid Team on the Buyer

Summarize what we know about [client name] from our sales interactions to brief the proposal team before they begin writing. Include: key stakeholders and their priorities, the history of our relationship, any informal feedback on competitors, known sensitivities or red flags in the RFP, and the buying triggers that led to this RFP being issued.
Positioning

Reframe Glaring Weaknesses

Review the following company weaknesses:

[List of weaknesses]

Provide reframed versions of these weaknesses, highlighting potential benefits to [client’s name].
Positioning

Address Competitor Weaknesses

Based on the following weaknesses of [competitor’s name], suggest specific ways that [your company] can position itself as a stronger choice to [client’s name]:

[Weakness 1]
[Weakness 2]
[Weakness 3]

Focus on how our unique capabilities can solve the challenges where [competitor’s name] falls short.
Positioning

Create Compelling Win Themes

Create a strong win theme that addresses [client’s pain point] with [specific solution], highlighting [key differentiator].

Structure the win theme as a single sentence statement, emphasizing a direct benefit to the client.
Team Alignment

Identify Meeting Takeaways

Summarize the key takeaways from the kickoff meeting for a business opportunity with [client’s name]. Use the following notes to guide the summary:

[Insert meeting notes] ⚠️

Keep the summary brief and focused on the most critical points.
Team Alignment

Write a Brief Overview of the Opportunity

Write a brief overview to introduce the team to the new RFP opportunity with [client’s name], covering:
1. A quick summary of the client.

2. The client’s main pain points:
– [Pain point 1]
– [Pain point 2]
– [Pain point 3]

3. Our proposal positioning:
– [Win theme 1]
– [Win theme 2]
– [Win theme 3]

Keep it high-level to provide essential context and spark interest.
Team Alignment

Attain Stakeholder Buy-In

Craft a persuasive message to gain stakeholder buy-in for pursuing the RFP opportunity with [client’s name]. Highlight:

1. Why we’re well-positioned to win this RFP:
– [Reason 1]
– [Reason 2]
– [Reason 3]
2. The potential revenue of [contract value] and the impact on our company’s growth.

Make the message clear and compelling, fostering a sense of excitement and shared purpose to secure the necessary support and resources to win.
Proposal Writing

Generate a Speedy First Draft

Answer this question in [desired word count] for a [persona, e.g., sales leader at a software company], using a professional tone. Highlight key details about our [specific feature], emphasizing how it specifically benefits them.
Proposal Writing

Summarize an Executive Bio

Write an executive bio for the CEO, [first and last name] of [company name]. Here is a copy of their resume:

[Paste resume] ⚠️

Provide an engaging summary in [word count] that highlights their relevant qualifications, achievements, and experience related to [describe project].
Proposal Writing

Draft a Proposal Cover Letter

Write a first draft of a cover letter for a proposal in response to [client name]’s RFP for [project name]. The letter should:

– Introduce [your company name] and highlight relevant experience
– Clearly explain why our solution is the ideal fit for their needs, addressing key challenges such as [insert details]
– Emphasize the value we bring to the project, including [benefit 1], [benefit 2], and [benefit 3]
– Express genuine interest in the opportunity
– Conclude with a strong closing statement that reinforces our commitment to delivering exceptional results and invites further discussion or questions

Maintain a formal yet engaging tone that reflects professionalism and our client-centered approach.
Proposal Writing

Write an Opening Line for the Executive Summary

Write a powerful opening line for the executive summary of a proposal to [client name] to help them [describe solution]. The line should immediately convey our unique value by highlighting [insert win theme].
Proposal Writing

Gather Relevant Customer Testimonials

Search for customer testimonials on sites like G2 or Trustpilot that address these pain points of [client’s name]:

[Pain point 1]
[Paint point 2]
[Paint point 3]

Focus on reviews that highlight how our [product or service] successfully addressed these issues.
Emails to Procurement

Request Clarification on RFP Requirements

Draft a concise email to [issuer’s name] requesting clarification on specific RFP requirements, such as [insert specific details, e.g., submission format, evaluation criteria, or scope details]. Use a polite and professional tone, express appreciation for their time and assistance, and highlight how their input will help ensure a compliant and high-quality response.
Emails to Procurement

Confirm Proposal Submission

Compose a formal email to [client name] confirming the submission of your proposal in response to their RFP. Highlight your appreciation for the opportunity and provide [contact information] for follow-up questions or clarifications.
Emails to Procurement

Respond to an RFP Letter of Rejection

Write a professional and gracious response to an RFP rejection letter from [client name]. Express gratitude for the opportunity to submit the proposal, acknowledge their decision respectfully, and emphasize interest in future opportunities. Use a positive and professional tone to maintain a strong relationship.
Collaborating With SMEs

Seek Expert Review of Proposal Draft

Write an email to [SME name] asking for their review of the draft proposal, specifically the sections on [insert details, e.g., solution design, methodology, compliance]. Invite them to check for accuracy or suggest improvements.
Collaborating With SMEs

Follow Up on Pending Input From SMEs

Compose a friendly reminder email to [SME name] regarding the input needed for [proposal section or RFP question]. Emphasize you need it by [deadline], and ask if there are any challenges they need help with to complete their contribution.
Prompts for Reviewers

Translate Technical Detail Into Evaluator-Friendly Language

The following section of our proposal contains technical detail that may be too complex for a non-technical evaluator. Rewrite it so the core capability is clear to a general business audience, without losing accuracy or removing specifics that differentiate us. Keep it under [word count]. Section: [paste section] ⚠️
Prompts for Reviewers

Validate That a Response Matches Our Actual Delivery Capability

Review the following proposed approach against what our team can realistically deliver within [timeline/budget/resource constraints]. Identify any commitments that may be difficult to fulfill, and suggest revised language that is both accurate and still compelling to the evaluator. Draft: [paste section] ⚠️
Prompts for Reviewers

Draft the Proposed Solution Architecture Narrative

Based on the following technical requirements from [client name]’s RFP: [paste requirements], draft a plain-language description of our proposed solution architecture. Explain how each component addresses its specific needs, and highlight any elements that differentiate our approach from a standard implementation.
Editing

Customize Answer for Key Decision-Maker

Emphasize aspects of our solution that resonate with [persona, e.g., a CFO focused on cost efficiency, an IT director prioritizing cybersecurity], making sure to address their primary concerns, such as [specific benefits, e.g., cost savings, system security, ease of integration].
Editing

Connect Benefits to Client Priorities

Highlight benefits that are most relevant to [describe client’s business] in [client’s industry], such as [cost savings, efficiency, security]. Emphasize how our solution will directly address these priorities, providing [specific benefits or outcomes, e.g., improved performance, reduced costs, enhanced security].
Editing

Repurpose Answers from One Client to the Next


Replace any references to [Client A] with [Client B]. Ensure that the information about [Client A’s goals, challenges, or requirements] is updated to reflect [Client B’s goals, challenges, or requirements].
Editing

Align With Client’s Tone of Voice

Modify the tone to sound more [describe client’s tone of voice, e.g., formal, direct, conversational, enthusiastic] while maintaining clarity in the language.
Editing

Emphasize Relevant Experience

Emphasize our relevant experience with [specific type of project or industry, e.g., large-scale infrastructure projects, healthcare solutions]. Mention at least three customers that demonstrate our expertise and proven results.
Editing

Improve Clarity and Conciseness

Make this answer clear and concise. Remove unnecessary details, streamline the language, and ensure it’s easy to read while retaining key information.
Editing

Convert the Writing Style (UK vs. US)

Convert this answer from [British English] to [American English]. Adjust spelling, grammar, and region-specific terminology to ensure consistency with [American English] standards while maintaining professionalism and clarity.
Editing

Simplify Technical Language

Make this answer easy for a non-technical reader to understand. Simplify jargon and explain key terms to ensure clarity without losing the essential details.
Editing

Adjust the Word Count

[Shorten/expand] this answer to approximately [desired word count] or [number of sentences] while making sure the key points are preserved.
Editing

Remove Unnecessary Details

Remove information that doesn’t directly address the question or add clear value, such as the mention of [specific detail, e.g., feature functionality, permissions].
Editing

Make Your Answer More Persuasive

Make this answer more persuasive. Speak directly to the reader while using a first-person point of view and action-oriented language that emphasizes our strengths and demonstrates our confidence in delivering value to [client’s name].
Editing

Fix Grammar and Spelling Mistakes

Improve grammar and correct any spelling mistakes while ensuring the language is clear, polished, and objective.
Formatting

Change the Font Style

Apply [desired style] to the entire response to [specific purpose or emphasis].

Example: “Apply bold to the entire response to make key terms stand out.”
Example: “Apply italics to the entire response for emphasis on key phrases.”
Example: “Underline all text in the response for added visual prominence.”
Formatting

Break the Response Into Two Separate Paragraphs

Structure the response into two paragraphs and indent the second paragraph for better visual separation and organization. Ensure each paragraph focuses on a distinct aspect of the answer.