🤖 Unit 4 Lab

Agent Positioning Test

See your product page through the eyes of an AI procurement agent. Discover what makes AI hedge, what it can't verify, and how to make your positioning agent-readable.

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The Agent Test

In the agentic era, AI procurement agents scan vendor websites and evaluate fit on behalf of buyers. This lab shows you exactly how an AI agent would assess your product page:

💡 Why This Matters

When AI agents evaluate vendors, vague claims become "unable to verify." Your positioning must work for two audiences: human buyers who respond to emotion, and AI agents who need verifiable specifics.

1

Your Product

What category would a procurement agent search?

Who sends the AI agent to research vendors?

2

Your Current Content

Paste the main content from your product or solutions page — headlines, value props, feature descriptions, proof points

3

Buyer Requirements

List the key requirements an AI agent would evaluate you against

🤖 Agent Evaluation Results