RFP → Proposal Skeleton

Turn an RFP into a compliance matrix, win themes, and a proposal skeleton before drafting prose.

AI Pill #0181 min readProposal draftsClaudeChatGPTGamma

This week's problem

Proposal teams often start writing before they have mapped the ask. That creates missed requirements, generic capabilities copy, and a solution that does not clearly answer the client’s problem.

3 Useful AI Links

01Claude

Read long RFPs and extract requirements, evaluation criteria, risks, and unanswered questions.

02ChatGPT

Develop win themes, solution logic, section outlines, and challenge questions.

03Gamma

Prototype the reviewed proposal story as a visual deck before final design.

Workflow To Steal

RFP + agency evidence
Build a requirement and compliance matrix
Identify client problem and win themes
Map proof points to each section
Draft the proposal skeleton before prose

Copy-paste prompt

Act as a senior agency pitch strategist. Build a proposal skeleton from the RFP and verified agency evidence I provide.

RFP: [Paste or attach]
Agency capabilities and proof: [Verified case studies, team credentials, process, and outcomes]
Constraints: [Budget, timing, format, word count, and mandatory sections]
Extract every explicit requirement and create a compliance matrix.
Infer likely evaluation priorities, but label them as hypotheses.
Develop three possible win themes.
Recommend the strongest theme and explain why.
Create a section-by-section proposal outline with client need / response / proof / deliverable / risk.
List clarification questions and evidence gaps before drafting begins.

Do not invent case studies, clients, outcomes, or credentials.

Make every section answer a client need.

Flag any requirement that remains unanswered.

Best for

Proposal draftsAgency workflowsClient requestsStrategy docsContent development

Verdict

AI can accelerate the proposal. It cannot supply missing proof. Build the compliance map and win logic first, then write.