Define
Choose a focused set of prompts and queries tied to customer decisions.
We track a defined set of buying questions, record the answers and citations, and separate missing content from weak evidence or incorrect product descriptions. Your team gets a reason for each recommended task.
See how it works ↓A mention count cannot tell you what to do next. We tie prompts and citations to customer decisions, diagnose why another source wins, and rank the work by commercial importance.
You choose the audiences and buying decisions that matter. We maintain the question set, record responses and sources, and recommend tasks. Each observation is a dated sample.
Choose a focused set of prompts and queries tied to customer decisions.
Capture answers, mentions, citations, competitors, and source patterns across engines.
Separate missing content, weak evidence, entity confusion, and lack of outside support.
Turn each gap into a specific on-site or third-party task with an owner and reason.
A maintained set of questions mapped to audiences and decisions.
Track brand presence and response changes across engines.
Understand which companies and narratives dominate each answer.
Identify the sources engines use to support their responses.
Translate missing visibility into concrete proof and content needs.
Rank work by strategic value rather than raw mention volume.
Track accurate coverage of a defined set of buying questions over repeated samples. Connect changes to the work completed and to qualified discovery where evidence allows.
Agents monitor prompts, responses, and citations across engines. Your growth engineer interprets the changes and owns the work required to improve the answers that affect customer choice.
Tell us which buying questions you track and what makes it difficult to decide what to fix.
Email Danny ↗