Who can call this
- Public API:
analytics:readplus API Access (Teams V2 or higher). Existing keys do not pick up the new scope automatically — addanalytics:readin the dashboard or create a key from a Read / MCP preset. - MCP: granted rooftops need Teams or higher with API Access. Tools use the same warehouse as REST.
GOOGLE_SERVICES is required for Search Console and GA4 warehouse reads. A missing plan is 402 / upgrade-required. A rooftop that has never connected Search Console is connected: false — do not treat an API Access denial as disconnected.
Notice → diagnose → create
GET /analytics/search/snapshotandGET /analytics/search/alerts(MCP:get_search_snapshot,get_search_alerts, orget_dealer_briefing).GET /analytics/search/opportunitiesandGET /analytics/search/gapsfor what to write. KeepGET /content-intelligencefor nightly Content Intelligence recommendations — those are a different pipeline.GET /analytics/pages/performance?page_url=…(MCP:get_page_performance) for query×page plus URL Inspection (24h cache).GET /analytics/search/create-brief, then create with IdeaClouds or Content.
GET /analytics/search/pulse) is REST-only. Group site lists can include pulse; there is no MCP pulse tool.
Warehouse vs live Google
Do not call Search Analytics API v2 from this product. Listing endpoints do not inspect URLs.
GET /content/{id} may attach a cached inspection strip; it never triggers a live inspect.
50k query×page cap
Each GSC connection syncs up to 50,000 query×page rows per search type (web and image) per day. Snapshot, query lists, and page lists read daily top_queries / top_pages breakdowns for the lookback (so 28-day and 90-day windows differ). Page diagnose, movers, gaps, and questions still read query×page rows (5,000-cell sample ordered by impressions) and can miss tail queries. Treat those as a bounded sample, not every Google row.
Search questions vs gen-AI exhaust
GET /analytics/search/questions (MCP: get_search_questions) buckets warehoused query strings: interrogatives, near-me, and gen-AI exhaust (queries that look like assistant-style phrasing). Those strings are keywords for IdeaClouds. They are not Playbook AI visibility, ranking in generative answers, or a live Google generative report.
Endpoints
All of these requireanalytics:read. See analytics:read for the full table.
Typical query: lookback_days (28 or 90). Page performance also requires page_url.
MCP tools
The same facts are MCP tools (get_search_snapshot, listings, opportunities, gaps, changes, decay, questions, alerts, create-brief, page performance, traffic, demand). Cards render for snapshot, opportunities, gaps, changes, alerts, create-brief, and page performance. Connect with OAuth and a saved rooftop grant as in Hrizn MCP.