Questions this page should answer
- Which competitors own the most AI search visibility?
- Which competitors combine visibility with strong citations?
- Which brands are rising fast enough to require a response?
Before you analyze
- Keep the date range aligned with AI Search Visibility and Citations.
- Focus on the top competitor set first.
- Separate confirmed visibility shifts from speculation about why they happened.
What this page gives you
- Competitor visibility rows.
- A visibility-versus-citations comparison view.
- Supporting metrics such as position and sentiment when available.
How to read the visibility chart
Read visibility and citation strength together before deciding what to fix.Visibility: how often a competitor appears in AI-search answer surfaces.Citations: how often sources connected to that competitor are cited.Position: how prominently the competitor appears when it is present.Sentiment: whether the surrounding answer context is positive, neutral, or negative.
- High visibility + high citations usually indicates durable authority.
- High visibility + low citations can be a fragile or temporary gain.
- Low visibility + high citations may indicate authority that is not turning into answer share.
How these metrics are calculated (simple)
How to use this page
Read visibility and citations together
High visibility with weak citation support can be fragile. High visibility with strong citation support usually indicates a more durable advantage.Look for emerging risers
You do not need the market leader to be the biggest immediate risk. A smaller competitor with fast movement often deserves the faster response.Use it to choose the next comparison work
When a competitor is gaining here, validate the pages, prompts, and proof patterns behind the move before changing your own content.Quick weekly checklist
- Review the top visibility gainers.
- Compare each gainer with citation strength.
- Open related competitor prompts for repeated losses.
- Check competitor pages for content or proof patterns.
- Assign one recovery action for the highest-risk competitor movement.
How to use filters
- Keep the date range aligned with AI Search visibility.
- Filter by competitor when one brand is moving unusually fast.
- Use prompt/topic filters when visibility changes are tied to one theme.
What to fix first
Team routine
- Weekly: check top risers and top losses.
- Bi-weekly: connect competitor movement to prompt and page fixes.
- Monthly: report which competitor actions changed visibility or citations.
Keep in mind
- Visibility alone does not explain the reason for the gain.
- Citation strength often explains whether a competitor advantage is temporary or durable.
- Use the top risers to decide where prompt and content review should start.