SoV trends, hash-monitor diffs on cited pages, alternatives-to radar.
Per-competitor profile cards with SoV sparkline and cluster dominance. Hash-monitor diffs on every cited competitor URL so content edits surface. Alternatives-to radar flags new brands entering tracked prompts.
4-step composite. Every tool call is logged for the tracked_id audit.
Every competitor cited URL is hashed daily; on diff, a Firecrawl re-scrape captures the content change.
Major gains trigger an action card with the cited placements, the quoted passage, and a response brief.
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.
Citations, share of voice, sentiment, search-query fan-out, prompt suggestions.
AI bot crawl activity (GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot, Google-Extended).
You'll get an invite when we open the next batch, plus one short email when we ship a new feature page. No drip campaign, no spam.
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