AI SDR Skill

功能

• AI SDR landscape analysis and platform comparison
• 4-week AI SDR deployment program
• Signal detection and automated response routing framework
• AI-driven qualification and BANT/CHAMP frameworks
• Human-in-the-loop handoff design and notification templates
• Cost-benefit analysis and ROI calculation framework
• Common failure modes and recovery strategies

使用场景

• When looking to automate sales qualification and pipeline generation with AI.
• When designing the architecture for an AI sales agent or SDR system.
• When needing to build or optimize signal-to-action routing for sales outreach.
• When evaluating different AI SDR platforms and their deployment roadmaps.

非目标

• Replacing human sales representatives at conversion points.
• Providing generic advice without context on the user's specific sales motion, team size, or ICP.
• Handling complex deal negotiations or closing processes directly.
• Offering specific tool recommendations without understanding the user's tech stack and budget.

工作流

1. Define current sales motion, team size, ICP, tech stack, budget, volume targets, and data quality.
2. Configure signal detection sources and enrichment waterfalls.
3. Build initial prospect lists based on ICP and scoring criteria.
4. Create persona-based email variants and AI personalization logic.
5. Set up sending infrastructure, including domains, mailboxes, and warmup protocols.
6. Configure sending platforms and launch soft launch to a subset of prospects.
7. Monitor deliverability, inbox placement, and bounce rates.
8. Implement A/B testing for subject lines, CTAs, and sequence timing.
9. Classify reply sentiment and route leads appropriately.
10. Adjust ICP scoring and messaging based on performance data.
11. Design human handoff triggers and notification processes.
12. Calculate ROI and compare build vs. buy options.

实践

• AI Agent Deployment
• Sales Development Strategy
• GTM Automation
• Pipeline Generation