Search Console data engine
List accessible properties or run a general Search Analytics query with explicit start and end dates, query/page/country/device/date/hour/search-appearance dimensions, common filters, search type, aggregation mode, data state and pagination. Focused tools remain available for totals, top queries and top pages.
Google Analytics 4 data engine
List accessible properties, discover standard and custom dimensions and metrics, validate field compatibility, and run Core Reporting queries with up to four date ranges, dimensions, metrics, common dimension and metric filters, sorting, metric aggregations and pagination.
Normalized results
The general engines normalize upstream row formats into named dimensions and metrics before returning them to the client. This creates a stable boundary for future comparison, opportunity detection, anomaly analysis, Search Console-to-GA4 blending and dashboard features.
What the connected client does
VelaPrism retrieves structured Google data. A supported client may summarize, compare or reason over the returned result in the conversation. Server-side intelligence features will be added on top of the same normalized data engine.
Current limits
- No Search Console or GA4 write actions.
- No built-in server-side period-over-period analysis yet.
- No automatic Search Console-to-GA4 landing-page join yet.
- The current GA4 general engine covers Core Reporting, not realtime, pivot or funnel reporting.
- General MCP results are deliberately capped and paginated to keep responses practical for AI clients.