AI shopping assistants read your product data, not your storefront, so products with thin or unstructured data are hard for them to parse and recommend. Herald scores how readable each product in your catalog is to these agents, then fixes the gaps in one click, rewriting descriptions, adding schema structured data, and filling in SEO fields. It also runs live checks showing whether AI assistants recommend your store for shopper queries and which competitors they name instead.

• See each product's AI-readiness score and exactly what's missing.
• Fix a product's description, type, tags, and SEO for AI in one click.
• Check whether AI assistants recommend you, and who they recommend instead.
• Get alerted when your AI visibility drops or a competitor appears.
• See your readiness for each major AI assistant and where to improve.