Narrative & sentiment, citation ecosystem, outreach targets.
How LLMs describe you in one sentence, across models, over time. Treemap of cited domains by classification. Outreach target list with Apollo/Hunter contact, pitch angle, and Ahrefs Firehose API rule.
For PR leads, not MCP operators - the 7 expert tool calls behind every card are already chained.
4-step composite. Every tool call is logged for the tracked_id audit.
Weekly single-sentence brand descriptions across models, embedded and diffed against a 90-day baseline.
Every cited domain is tagged EDITORIAL / REFERENCE / UGC / INSTITUTIONAL / COMPETITOR, so outreach targets the right half.
For each gap EDITORIAL domain, Apollo + Hunter resolve the editor, the pitch angle, and the last-article link.
Ahrefs Firehose API (SSE HTTP, not MCP) rules fire on any new placement by a named competitor on any tracked cluster domain.
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.
Sessions, engagement, conversion, revenue, segmented by canonical AI source.
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.
Early-access invites go out in small batches. Unsubscribe anytime.