CatalogSignalMake your product evidence easier for AI agents to use.
Help AI agents understand and compare your products using clear, consistent catalog data. CEI Publish turns approved product information into structured assets and direct access for authorized agents, while your team keeps control of the source data.
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.
Read the AI-agent brief · Read the methodology · Common questions