wiki/knowledge/sales-enablement/ai-proposal-workflow.md · 767 words · 2026-04-05

AI-Powered Proposal Workflow — Claude + Gamma

Overview

Asymmetric has developed a repeatable, AI-assisted process for generating full marketing proposals in approximately one hour. This replaces a multi-person, multi-day manual process that previously required several rounds of drafting and revision with junior staff.

The workflow requires domain expertise to execute well — knowing what to ask, what to cut, and what the output should look like. AI accelerates the work; judgment still drives the quality.

"Nobody could have just done it. You have to know what you're doing, you have to know what to say, you have to know what not to say, you have to know what images are stupid, you have to know what graphs don't make any sense." — Mark Hope


The Workflow

Step 1 — Research & Data Gathering

Pull competitive and organic intelligence on the prospect:

Step 2 — Plan Generation in Claude

Open Claude and provide context in a structured sequence:

  1. Identify the company, its URL, and business type (B2B, B2C, e-commerce, etc.)
  2. Paste in the Ahrefs and SpyFu data exports
  3. Prompt: "This company is interested in marketing. They're clearly looking for leads. Let's put together a plan."
  4. Review the output — push back on weak ideas, add channel suggestions, refine the strategy
  5. Iterate until the plan is solid

Example prompt refinements:
- "No, that's not relevant — more of this, less of that."
- "Why aren't you thinking about [channel/tactic]?"
- "What about [specific opportunity]?"

Step 3 — Format for Gamma

Once the plan is approved, prompt Claude to reformat it for presentation:

"Now put this in a format for Gamma. I want 10 slides or less."

Claude will output a structured slide-by-slide breakdown with all relevant data points, section headers, and copy.

Step 4 — Build in Gamma

  1. Open Gamma → select Build with AI → choose Prompt input
  2. Paste the Claude-generated slide outline as the prompt
  3. Gamma generates the full presentation
  4. Replace AI-generated stock images with real assets (client screenshots, Asymmetric logo, relevant charts)
  5. Apply brand colors and logo placement throughout

Typical Proposal Structure

Based on the A3 Environmental example produced in this workflow:

Slide Content
1 Executive Summary
2 Current State — Website & Online Presence
3 Organic Performance & Keyword Analysis
4 Competitive Landscape
5 PPC Performance (if applicable)
6 Key Growth Opportunities
7 Recommended 3-Part Growth Strategy
8 Implementation & Pricing Tiers
9 Why Partner With Us
10 Next Steps / Call to Action

Pricing tiers can be structured by scope — e.g., local ($5,000/mo), regional ($6,500/mo), national ($8,500/mo).


Time Investment

Phase Estimated Time
Research (Ahrefs, SpyFu) 15–20 min
Claude plan generation & iteration 20–25 min
Gamma build + image replacement 15–20 min
Total ~1 hour

When to Use This


Tips & Pitfalls


Sources

  1. Index
  2. Pima Lead Program
  3. Pod Model Org Structure
  4. Claude Usage Patterns
  5. 2025 10 21 Weekly Call Sebastian