Optimize product data for LLMs

We fill in missing attributes, unify specifications and generate the schema.org Product markup used by Perplexity, ChatGPT and Google AI Overviews. Without it, you're practically invisible to AI.

• Filling in parameters and attributes from product copy
• JSON-LD and schema.org Product / Offer / AggregateRating
• AI signaling — semantic metadata that LLMs prefer

AI models read your copy the way a human does, only faster. We write titles and descriptions to cover real shopping questions while staying natural. No keyword stuffing — it backfires.

Optimization picks up from the audit: the priorities it surfaces are baked directly into a feed version you can ship to marketplaces or distribute further. One step between audit and change.