Revenue-weighted decay with root cause diagnosis.
A ranked list of URLs losing AI citations, crawls, or SERP position. Each row pairs revenue-at-risk with a three-way root cause diff (Peec citation · logs crawl · GSC SERP).
4-step composite. Every tool call is logged for the tracked_id audit.
Per-URL revenue-at-risk = |imp_drop_pct| × 28d landing-page revenue from GA4. Fallback synthetic when GA4 offline.
Each row has a recommended workflow (refresh, recrawl, schema patch, canonical fix) routed to the action queue.
Each datasource has a provenance chip on the live dashboard, so you always know whether a number came from a live MCP call, a cached snapshot, or a fallback.
Impressions, clicks, average position by query and page.
Citations, share of voice, sentiment, search-query fan-out, prompt suggestions.
AI bot crawl activity (GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot, Google-Extended).
Sessions, engagement, conversion, revenue, segmented by canonical AI source.
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