How to see which competitors beat you in AI answers, long tail included
Trend, then the competitor table, then expanding "Other" to hunt long-tail domains. Ranked rivals arrive in one sentence.
Before, the dashboard ritual
9 steps · 3 tabs · 1 long table
- Open the AI Visibility dashboard
- Platform: All
- Segment: AI Tracker
- Dates: last 12 weeks
- Metric: Citations
- Switch metric: Share of Voice
- Drilldown → By Competitors
- Expand the "Other" bucket
- Scan long-tail domains
After, one question
Which competitors lead us on AI visibility over the last 12 weeks, including the smaller domains cited alongside us?
Paste it into Claude, ChatGPT or Cursor with Quattr MCP connected. No tool names, no field names, routing is the assistant's job.
The answer
Which competitors lead us on AI visibility over the last 12 weeks?
Analysis plan, every step, resolved for you
- Routed to the governed workflow
competitor-deep-dive - Scope resolved before filtering
segment: AI Tracker · May 10 to Aug 1, 2026 - 1 analysis queued
ai_visibility_competitors - Honesty gates armed
scope echo · freshness
You rank #3, and one small domain is quietly climbing the citation table.
- Your citation rank
- #3 of 12 behind northfield.example, brightpath.example
- Gap to leader
- −8.2 pt ▲ narrowing
- 1 northfield.example 11.4%
- 2 acme.example, you 6.4%
- 3 brightpath.example 4.9%
- 4 crestrow.example 3.1%
May 10 to Aug 1, 2026 vs prior 12 weekssegment: AI Tracker
⚠ Observationalas of Aug 1, 2026IllustrativeOpen in Quattr ↗
The long tail is in the same answer, no "Other" bucket to excavate.
A simulated conversation on fictional data, composed from this workflow's scenario by the same director that renders every demo on this site, scope, freshness and the ⚠ Observational marker are attached automatically, not written by hand.