Social & analytics

Analytics tools read stored real metrics only for content published through Caroush. They never fetch providers on page/tool reads and never fabricate unsupported metrics. Daily provider synchronization remains at midnight America/New_York through the existing scheduler; an operator/user can still use the normal manual-sync flow. Coverage, timestamps and unavailable metrics distinguish missing data from zero.

Date windows select a publication cohort, while saved counters are lifetime metrics as of the last sync. They are not daily incremental views. Top-content ranking uses available views, up to five items; platforms define views differently. Comparisons should acknowledge different metric definitions and data coverage.

Actual integrated providers are Instagram, Facebook, TikTok, LinkedIn, X/Twitter, Threads and Bluesky. Valid content, publishing permissions, external app reviews, provider limits and public-media access still apply. Direct TikTok publishing and scheduling through MCP are rejected: TikTok requires creator options and per-post consent in Caroush's review UI. Automation-generated TikTok output continues into that review flow. The agent cannot manufacture those acknowledgements.

The Instagram API does not provide a general music-library attachment workflow for photo/carousel posts here. MCP does not claim to add licensed Instagram catalog music.