As of 13 August 2026, AI can create a sales proposal after a demo.

What to actually do

1. Use a tool built for this

   The route this page recommends

2. Do it yourself

   Second choice

   A chat interface, chat-fluent skill, and roughly 30 minutes until you can act on the result.

   How to actually do it

   1. Open the demo recording or transcript and your CRM opportunity, then gather the customer's stated problems, requirements, objections, decision process and agreed next step.
   2. Open the current product documentation, approved case studies, pricing sheet, discount rules and standard implementation terms, and remove any material that is out of date or not approved for customers.
   3. Paste those materials into the prompt in the matching sections, leaving unknown details blank rather than filling them from memory.
   4. Ask the model to produce the proposal and its fact-check table, then save the draft in your approved proposal template.
   5. Compare every feature, price, discount, date, implementation promise, security statement and customer-specific claim against the source documents and CRM record, replacing unsupported text with a confirmed statement or [NEEDS CONFIRMATION].
   6. Ask a sales manager, solution specialist or commercial owner to check the proposed solution, positioning, exclusions and commitments before sending it to the prospect.
   7. Apply your normal approval process, export the final proposal, and send it with the agreed next step and response date.

   Prompt

   Create a customer-ready sales proposal after a product demo using only the information in the materials below. Do not invent product capabilities, customer facts, pricing, implementation dates, security claims, legal terms, references or outcomes. Mark any missing information as [NEEDS CONFIRMATION].
   
   Customer and opportunity:
   [Paste company name, sector, size, stated objectives, current situation, decision process and next step]
   
   Demo notes or transcript:
   [Paste the notes or transcript]
   
   Customer requirements and objections:
   [Paste confirmed requirements, concerns, questions and buying criteria]
   
   Our approved product information:
   [Paste relevant features, limitations, integrations, implementation approach and approved proof points]
   
   Approved pricing and commercial terms:
   [Paste the current price list, options, discounts, contract terms and validity period]
   
   Proposal requirements:
   [Paste any required format, length, branding, deadline and recipient details]
   
   Write the proposal with these sections: executive summary, understanding of the customer's needs, proposed solution, scope and exclusions, implementation approach, evidence or proof points, pricing, assumptions, risks and dependencies, next steps, and a short decision summary. Link each recommendation to a stated customer need. Keep the tone plain, specific and professional. Separate confirmed facts from assumptions. Do not include a claim unless it is supported by the supplied material. After the proposal, provide a fact-check table listing every figure, product claim, customer-specific statement and commitment, with its source in the supplied materials and any item that still needs a human decision.

   Open it prefilled in ChatGPT or Claude, or copy it into Gemini, which takes no prefill link.

3. Hand it to a person

   The distant third

   A person who owns the outcome does this end to end, worth it when the failure is dear.