How it works
Enter a brand and a target query. The tracker simulates recommendation strength over 30 days across the four major assistants - the deterministic mock data lets you see what a real tracking cadence looks like before you wire it up.
Why per-query tracking
- Aggregate recommendation scores hide the only thing that matters: the specific query shapes that drive your revenue.
- Per-query tracking is how you prove that a specific content or schema shipment moved the needle within 30 days.
- A brand can be recommended primary on one query and entirely absent on the sibling query - the gap is usually a missing FAQ entry or a weak entity link.
Close the gaps
For every query where your recommendation strength is under 50, use the Recommendation Simulator to preview the fix, and the Recommendation Probability calculator to verify the lift.