Track Your Product Schema’s Influence
on LLM Training and Outputs

Large language models read your schema markup, but not all product pages are treated equally. This tool audits your structured data and flags what’s likely to be indexed, ignored, or misunderstood during model training and summarisation.

LLM Schema Audit
Score your product markup for relevance, clarity, and influence across LLM training data.

Detect misfires
Find missing or malformed fields that prevent your products from being used in AI outputs.

Fix + enhance mode
Generate corrected or upgraded schema based on AI suggestions, directly inline.

Built for AI-readability
Structured specifically for LLM ingestion, not just Google's validator.

Your schema is training the next wave of product search. Don’t let it lie.

Run LLM Schema Tracker

Ready to fix your tracking or run smarter tests? Let’s talk.

Whether you need to fix your tracking, improve your reporting, or run better experiments, we help businesses of all sizes turn analytics and CRO into a real growth engine. Get in touch to see how better data and faster testing can accelerate your results.

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Track Your Product Schema’s Influenceon LLM Training and Outputs

LLM Product Schema Validator

Ready to fix your tracking or run smarter tests? Let’s talk.

Whether you need to fix your tracking, improve your reporting, or run better experiments, we help businesses of all sizes turn analytics and CRO into a real growth engine. Get in touch to see how better data and faster testing can accelerate your results.

Unlock Our LLM Product Analyser

Track Your Product Schema’s Influence
on LLM Training and Outputs