CatalogSignalGive AI agents catalog truth they can use and shoppers a clearer path to the right product.
CEI Publish gives authorized AI agents approved catalog truth they can query directly, helping the right products move from machine-readable evidence to recommendation and shopper consideration.
What it can contain
You get product identifiers, names, categories, descriptions, attributes, images, prices, availability, provenance, and links back to source evidence in formats machines can use immediately.
The MCP server
CEI Publish gives authorized AI agents a direct, authenticated path to approved catalog data. Brand-specific API keys protect access, audit holds travel with served results, and Protect validation timing stays attached.
Where it fits
CEI Diagnose shows you the gaps. CEI Activate gives you the fixes. CEI Publish gives AI agents clean, structured catalog truth they can query. CEI Protect keeps every future launch just as strong. Diagnose, Activate, Publish, and Protect are the four CatalogSignal products.
Built to turn catalog truth into recommendation opportunity
Turn approved product truth into structured assets and authenticated MCP access that make your catalog easier for AI agents to find, understand, and use.
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