The Closing Guide Series

AI Agent Proposal Template

A plug-and-play proposal structure that turns discovery calls into signed contracts.

The Reframe

Your proposals fail because they read like spec sheets.

“The buyer doesn't want a list of features. They want a document that says: I heard your problem, here's how I fix it, and here's what it's worth. Everything else is noise.”

Most AI builders send proposals that look like technical documentation. Pages of architecture diagrams, tool lists, and timeline estimates. The buyer reads it, gets confused, and forwards it to someone who also gets confused. Deal dies in a shared inbox.

A proposal that closes does three things in order. It mirrors the buyer's problem using their own words from discovery. It presents the solution as a direct bridge from pain to outcome. And it frames the price as a fraction of what the problem costs them.

The entire document should be one page. Two at most. If your proposal needs an appendix, you're overcomplicating the sale.

The Framework

The 5-section proposal

Section 1: The problem (3 sentences)

Restate what the buyer told you on the discovery call. Use their words, their numbers, their frustrations. This section proves you listened.

Section 2: The cost of doing nothing (2 sentences)

Multiply their monthly pain by 12. "At $7,000/month in manual labor, this problem costs $84,000/year." This anchors the price conversation.

Section 3: The solution (4 sentences)

Describe what you'll build in outcome language, not technical language. "An automated system that processes inbound leads, qualifies them against your criteria, and routes qualified prospects to your sales team within 5 minutes."

Section 4: The investment

One line. The price. No breakdown of hours. "Project investment: $12,000." If you've done sections 1-3 right, the number feels small against the $84,000 problem.

Section 5: Next steps

"Sign below to start. Kickoff call within 48 hours. First deliverable in 2 weeks." Remove all friction. No "let me know your thoughts." Give them a pen.

Take Action

Your next 3 moves

  1. 1
    Rewrite your last proposal using this structure. Take a deal you lost or a deal in progress. Rebuild the proposal in 5 sections, one page. Compare it to what you originally sent.
  2. 2
    Add the cost-of-doing-nothing section to every proposal. This single addition changes the price conversation. When the buyer sees $84K/year next to your $12K fee, the decision makes itself.
  3. 3
    Set a 72-hour expiration on every proposal. "This proposal is valid for 72 hours." Urgency prevents the deal from dying in committee. If they need more time, that's a buying signal to address, not accommodate.

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