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✨ AI Visibility Diagnostic Tool

Is your product content currently Invisible to AI Models?

AI assistants cannot recommend what they don't understand.
Verify if LLMs can accurately parse your specs, context, and selling points.

Amazon
Shopify
Unable to fetch product data: ASIN Data API error: HTTP 402

Supports: B0XXXXXXXXX or amazon.com/dp/XXXXXXXXXX

Example: https://www.yourstore.com/products/product-name

👁️ Semantic Visibility 🧬 Data Structure 🛡️ Trust Signals

What is DuoScore?

DuoScore is an AI readability and content quality metric. It measures how well AI shopping assistants like ChatGPT, Claude, and Amazon Rufus can understand, interpret, and recommend your product based on its information quality.

Note: DuoScore measures AI comprehension quality, not commercial performance or Amazon rankings.

How is DuoScore Calculated?

  • Information completeness
  • Use case clarity
  • Specification consistency
  • Review-claim alignment
  • AI parseability

What is a Good DuoScore?

80-100 AI-Ready - AI can clearly understand and describe
60-79 Needs Improvement - Basic understanding but unstable
0-59 Needs Attention - AI struggles to understand accurately