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The AI Agent Evaluation Rubric Template

Grade your AI agent before customers do, so you already know it passes.

Before you put an AI agent in front of a customer, you need proof it is ready. Not a gut feeling, not a quick test chat, actual scored evidence across every dimension that matters. This rubric gives you a repeatable grading system you can run on any agent, any use case, any platform, so you ship with confidence instead of crossed fingers.

What is inside
  • Agent Identity and Scope
  • Accuracy Scoring
  • Tone and Voice Scoring
  • Safety and Risk Scoring
  • Overall Readiness Score and Decision
  • Post-Launch Review Template
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This resource hands you the volume. The strategy, the judgement, and the bit where it all connects is the work I do for clients: lead generation, ads, SEO, workflow automation, HubSpot, and the systems that make them compound. Done for you, consulting, coaching, or training.

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Lilach Bullock has spent 21 years in marketing. Forbes Top 20 (twice), Oracle Social Influencer of Europe, and ranked the number one digital marketing influencer in the UK. She now builds AI-powered marketing systems for entrepreneurs, service businesses, and founders. The Sunday newsletter goes to 15,000 readers at a 70%+ open rate.

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