ChatGPT RFP prompts that start from the requirement text, not a fantasy win
Paste the RFP sections you own. ChatGPT maps requirements, drafts answers, and flags gaps as [VERIFY]. Your BD team fills proof and pricing before submission.
In short: This page contains 15 copy-paste ready prompts, organized into 5 categories with a description and pro tip for each. The first 5 prompts are free instantly, no signup needed. Hand-curated and tested by the AI Academy team.
Read the RFP first
3 promptsRequirement inventory
1/15✨ What it does
ChatGPT builds a requirement table from your RFP paste with mandatory flags and artifacts. Check every [VERIFY] row against the source PDF before you assign writers.
Here is the RFP text: [PASTE]. Build a table: ID, requirement text (short), mandatory or optional, due artifact, page limit if stated. If unclear, write [VERIFY]. Do not invent section numbers.
Pro tip: Inventory before outline. Teams that outline first miss a mandatory attachment every time.
Win themes from scoring
2/15✨ What it does
ChatGPT lists evaluation criteria and win themes tied to your proof list. Drop themes marked [VERIFY] until BD attaches a real case or metric.
From this RFP: [PASTE SCORING SECTION], list evaluation criteria, implied weight, and 3 win themes we can support with [PASTE PROOF LIST]. Tag any theme without proof [VERIFY].
Pro tip: Themes without proof are slogans. Paste the scoring section, not a summary you remember.
Compliance risks
3/15✨ What it does
ChatGPT lists 8 format and compliance risks from the excerpt with found or [VERIFY]. Confirm [VERIFY] items with your proposal manager before draft day.
Review this RFP excerpt: [PASTE]. List 8 compliance risks: format, page limits, font, submission portal, required forms, insurance, certs. Mark each found or [VERIFY]. No legal interpretation.
Pro tip: Format kills more bids than price. Scan the boring pages first.
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Outline the response
3 promptsResponse skeleton
4/15✨ What it does
ChatGPT proposes a response outline mapped to requirement IDs with owners and lengths. Assign real names to each owner row before writing starts.
Using requirement IDs from [PASTE TABLE OR LIST], propose a response outline: section title, requirement IDs covered, owner role, target length. If a requirement has no home, flag [GAP].
Pro tip: One section per requirement cluster beats one section per writer ego.
Executive summary shell
5/15✨ What it does
ChatGPT drafts a 250-word exec summary shell from your proof bullets. Replace every [VERIFY] client fact with text from the RFP itself.
Draft an executive summary shell for RFP [RFP NAME]. Client: [CLIENT]. Our strengths from [PASTE PROOF]: bullet list only. 250 words max. Tag any client fact not in paste [VERIFY].
Pro tip: Exec summary last in the process, first on the page. Shell now, polish after technical draft.
Volume map
6/15✨ What it does
ChatGPT maps volumes to sections, exhibits, and page budgets from your paste. Fix [VERIFY] budgets from the RFP before anyone starts writing.
RFP requires these volumes: [PASTE]. For each volume list: sections, page budget, exhibits, cross-references. If page budget missing, write [VERIFY].
Pro tip: Page budget is a hard constraint. Map it before prose feels too good to cut.
Draft sections
3 promptsTechnical approach
7/15✨ What it does
ChatGPT drafts technical approach for requirement IDs [LIST] from your capability notes. Verify every tool and cert line before the SME signs.
Write the technical approach for requirement IDs [LIST]. Sources: [PASTE CAPABILITY NOTES]. Structure: overview, method, tools we actually use [TOOL LIST OR VERIFY], timeline [DATES OR VERIFY]. No invented certifications.
Pro tip: SMEs fix method, not adjectives. Give ChatGPT ugly notes, not marketing fluff.
Staffing and roles
8/15✨ What it does
ChatGPT builds a staffing table from your bios with TBD where names are missing. Replace TBD with confirmed people before submission.
Draft a staffing section from [PASTE BIOS OR ROLES NEEDED]. Table: role, name or TBD, FTE, location, clearance [LEVEL OR VERIFY]. Do not invent names or clearances.
Pro tip: TBD is fine in draft. TBD in the PDF is a disqualifier.
Past performance story
9/15✨ What it does
ChatGPT writes a 200-word past performance blurb from your project facts. Confirm [METRIC] with the project lead before it goes in the binders.
Write a past performance narrative for [CONTRACT TYPE]. Facts: [PASTE PROJECT FACTS]. Format: client, problem, what we did, result with metric [METRIC OR VERIFY]. 200 words. No unnamed mega-clients.
Pro tip: One real metric beats three vague success stories.
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Compliance matrix
3 promptsMatrix from outline
10/15✨ What it does
ChatGPT builds a compliance matrix linking requirements to response sections. Walk the matrix with the proposal lead and fix every VERIFY cell.
Build a compliance matrix: columns requirement ID, requirement text (short), response section, page, compliant Y/N/VERIFY. Requirements: [PASTE LIST]. Outline: [PASTE OUTLINE].
Pro tip: The matrix is how you sleep before submit. Build it early, not the night before.
Gap letter to team
11/15✨ What it does
ChatGPT drafts an internal gap email from your matrix with five VERIFY items. Send it to real owners with dates you can enforce.
From this matrix: [PASTE], write an internal email listing top 5 VERIFY gaps, owner, due date [DATES OR VERIFY]. Tone: direct. No invented fixes.
Pro tip: Gap emails work when they name one owner per row. Shared ownership is no ownership.
Boilerplate with guardrails
12/15✨ What it does
ChatGPT assembles boilerplate from approved source text and tags unknown claims [VERIFY]. Legal or marketing must clear every [VERIFY] before reuse.
Draft standard RFP boilerplate: company overview, quality process, security overview. Sources: [PASTE APPROVED BOILERPLATE]. If a claim is not in source, tag [VERIFY]. 300 words total.
Pro tip: Reuse approved boilerplate only. Fresh adjectives in security sections age badly.
Final pass
3 promptsRequirement trace
13/15✨ What it does
ChatGPT traces requirement [ID] against your draft and lists gaps and fluff. Fix gaps before you tighten prose.
Pick requirement [ID] text: [PASTE]. Our draft section: [PASTE]. List: covered points, missing points, fluff to cut. Be blunt. No rewrite yet.
Pro tip: Trace one requirement at a time. Batch trace hides a single fatal miss.
Consistency check
14/15✨ What it does
ChatGPT flags conflicts across three pasted sections with line cites. Reconcile dates and headcount before final merge.
Here are three sections from the same RFP response: [PASTE A], [PASTE B], [PASTE C]. Flag conflicting dates, headcount, or tool names. Cite the line. Tag uncertain [VERIFY].
Pro tip: Reviewers catch inconsistency faster than weakness. Align numbers first.
Red team questions
15/15✨ What it does
ChatGPT lists 10 skeptical evaluator questions from your exec summary and approach. Assign each question to an SME for a canned answer sheet.
Act as a skeptical evaluator for RFP [RFP NAME]. Read [PASTE EXEC SUMMARY AND APPROACH]. List 10 hard questions they might ask in orals. No invented RFP rules.
Pro tip: Oral prep starts when the draft still has VERIFY tags, not after binders ship.
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