sales-proposal-simulator

What This Skill Does

The sales-proposal-simulator is a specialized AI agent skill designed to bridge the gap between technical advertising strategy and professional sales conversion. It provides structured, high-conversion proposal frameworks for ad agencies, freelancers, and growth marketers. By integrating business objectives (revenue, ROAS, CPA) with specific channel behaviors across Meta, Google, TikTok, YouTube, Amazon, and Shopify, this skill eliminates guesswork from the pitching process. It creates customized blueprints that outline scope, ROI logic, and actionable close plans, ensuring that every proposal is data-backed and professionally positioned.

Installation

To integrate this skill into your OpenClaw environment, use the following command: clawhub install openclaw/skills/skills/danyangliu-sandwichlab/sales-proposal-simulator Ensure your agent has the necessary permissions to access context-relevant data from your project files.

Use Cases

• Client Onboarding: Rapidly generate a tailored strategy document for a new prospect in the e-commerce sector.
• Objection Handling: Convert skeptical prospects by using pre-built, platform-specific scripts that address concerns regarding budget volatility or platform policy changes.
• Upsell Planning: Build a persuasive case for expanding a client's budget from Meta-only campaigns into YouTube or TikTok, backed by logical funnel transition strategies.
• Risk Mitigation: Proactively establish stop-loss conditions for high-spend campaigns, demonstrating professional maturity and commitment to client ROI.

Example Prompts

1. "I need a proposal for a DTC skincare brand with a $10k monthly budget. They are worried about Meta's recent algorithm updates and want to see how we can pivot to Google Ads for better intent capture. Please draft a proposal including a 3-month growth trajectory."
2. "A client is hesitant to invest in TikTok Ads because they believe the audience is too young. They sell premium home office furniture. Create an objection handling script and a pilot proposal that uses a low-spend creative testing phase to prove conversion viability."
3. "Build a sales proposal for an Amazon seller wanting to scale their ad spend. Focus on the integration between their current Shopify store traffic and Amazon demand-capture ads, highlighting how we will manage frequency and bidding to keep ROAS above 3.5."

Tips & Limitations

• Be Specific: Always provide the 'business_context' (margins, current seasonality). The more context you provide, the less the AI relies on generic assumptions.
• Platform-Aware: Remember that this skill differentiates between demand-capture (Google/Amazon) and demand-generation (Meta/TikTok). Tailor your input accordingly to get the best output.
• Stop-Loss Requirement: Always define your maximum risk tolerance. The skill is designed to include safety guardrails, but it requires your input on what constitutes a 'failed' campaign to generate accurate rollback conditions.
• Human Verification: While the output is formatted for direct presentation, always review the 'KPI Commitment Range' to ensure it aligns with your internal performance benchmarks and historical account data.