PROPOSAL PREPARATION
Preparing a government proposal takes a lot of work. Between reviewing solicitations, tracking requirements, building outlines, and writing responses, there's plenty to keep up with.
GovTribe AI can help you with the heavy lifting. This guide walks through how to break down solicitations, build compliance matrices and outlines, create drafts, and review your work before it's ready to submit.
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01 / SOLICITATION REVIEW
Before you start writing, you need to know exactly what the buyer is asking for. GovTribe AI can read solicitation packages and help you pull out the important details without manually working through every page.
Requirements
What you need to deliver, demonstrate, and include in your response.
Instructions & deadlines
How to submit, what forms you need, and when everything is due.
Evaluation & risks
What the buyer will evaluate and anything your team should double-check.
Start with the opportunity. Open a record in GovTribe or gather the solicitation files you want AI to review.
Open GovTribe AI. Start a new chat and share the opportunity link or attach your files. You can select Use a skill → Proposal Workflows for a guided review.
Ask for a breakdown. Tell AI what you need to understand, then ask follow-up questions about anything unclear.
TRY THIS PROMPT
"Break down this solicitation. Summarize the requirements, deadlines, submission instructions, and evaluation criteria. Flag anything that could cause problems for our proposal and show me where you found it."
Tip: Include the latest amendments, Q&A, and attachments so AI can review the full picture. Ask it to flag missing documents or conflicting instructions rather than guessing.
02 / COMPLIANCE MATRICES
Once you've reviewed the solicitation, it's time to organize everything your proposal needs to address. GovTribe AI can build an editable Excel compliance matrix, helping your team track requirements from the source documents through the final response.
Instead of building a spreadsheet from scratch, you can start with a matrix that includes the important information and adjust it for your team's process.
What can the matrix include?
TRY THIS PROMPT
"Create an Excel compliance matrix from this solicitation. Include every requirement, its source section, a response location, owner, and status column. Flag anything that needs manual review."
Prefer to start with a template?
Open GovTribe AI → Files → Create file → From template and choose Proposal Compliance & Control. Tell AI which opportunity you're working on, then review the workbook it creates.
Files → Create file → From template
03 / PROPOSAL OUTLINES
With the requirements organized, you can start planning the actual response. GovTribe AI can turn solicitation instructions and evaluation factors into an annotated proposal outline, so your writers have a structure to work from.
You can ask AI to organize the response around the buyer's requirements and show where your team needs supporting evidence, past performance, or additional information.
Structure
Organize sections around the submission instructions and evaluation criteria.
Evidence
Identify where you need past-performance examples or proof of capabilities.
Assignments
Add owners, open questions, and next steps for each part of the response.
TRY THIS PROMPT
"Create an annotated proposal outline from this solicitation. Organize it around the instructions and evaluation factors. Include required sections, key talking points, supporting evidence, assigned owners, and open questions."
Tip: Ask AI to connect each outline section back to the compliance matrix so your team can see which requirements are addressed and which still need work.
04 / DRAFTING
Once you have a plan, GovTribe AI can help turn it into a first draft. Whether you're writing a technical response, answering an RFI, or preparing a capability statement, you don't have to start with a blank page.
You can bring in your company's existing materials, give AI feedback, and work together on revisions until the file is ready for your team's final review.
A few things you can draft
Create a file. Open GovTribe AI → Files → Create file. Choose a template or start with a blank Word document. You can also keep working in the same AI conversation.
Give AI your context. Share the solicitation, outline, past-performance examples, and company information it should use. Tell AI which section to draft.
Review and revise. Open the draft beside your chat, highlight text or leave comments, and ask AI to make changes. Repeat until it's ready to download.
Co-author files with GovTribe AI
Want more help with files?
You can start from a template, upload an existing document, or work from a blank file. Our guide to co-authoring files walks through the different ways to start and how to make edits.
Tip: Tell AI to flag missing information rather than fill in the gaps. Your team should verify capabilities, past performance, certifications, and commitments before they're included in a final proposal.
05 / FINAL CHECKS
As your proposal takes shape, GovTribe AI can help with pricing research and changing requirements. These are two areas worth checking carefully before your team finalizes its response.
Pricing benchmarks & models
Ask AI to research GSA labor rates, BLS wages, past award prices, or available unit-price data. It can also help build a pricing model using the relevant inputs and assumptions.
TRY THIS PROMPT
"Help me build a pricing model for this opportunity using relevant labor rates, historical pricing, and our staffing assumptions. Show your sources and flag estimates."
Amendment reviews
When the buyer updates a solicitation, ask AI to compare the new version with the earlier one and identify changes that affect your proposal, pricing, or deadlines.
TRY THIS PROMPT
"Compare this amendment with the previous solicitation. Tell me what changed, which proposal sections are affected, and what our team needs to update."
Before you submit
GovTribe AI can help with the review, but your team should make the final check against the official solicitation and its latest amendments.
Confirm every required section, form, and attachment is included.
Check the latest submission instructions, page limits, and deadlines.
Review pricing calculations, company information, and supporting evidence.
Make sure the final response reflects all applicable amendments and has your team's approval.
Chat with our AI user guide for quick answers, or explore more guides to get the most out of GovTribe.
Chatting with our AI user guide is free and does not use any credits.