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Reports

AI visibility reports your team can actually use.

Reports are structured around the decisions your team has to make — which queries to improve, which competitors to close in on, and which sources to pursue.

Each report ties measurement back to action, so the team is not reading a static dump of numbers — they are reviewing what to do next.

Report types
four formats
Visibility Results
Query Scores
Competitor Gap Report
Agency Report Export
Structured to drive next-step decisions.
Report types

Four reports. One AI visibility story.

Reports are designed to answer specific questions — what changed, what is missing, who is winning, and what to do about it.

Report 01

Visibility Results

A run-level view of how your brand and competitors appear inside AI answers across the engines you selected.

Includes
  • Brand mention rate by engine
  • Brand citation rate by engine
  • Competitor mention rate
  • Competitor citation rate
  • Share of Voice across competitors
  • Citation URLs detected
  • Sentiment and accuracy flags
  • Engine-level visibility breakdown
Report 02

Query Scores

A query-level view of GEO Visibility Score and Query Opportunity Score, segmented so the team can quickly see what to fix first.

Includes
  • GEO Visibility Score
  • Query Opportunity Score
  • Opportunity segment (Quick Win, Competitive Gap, Authority Play, Monitor, Ignore)
  • Recommended action type
  • Volatility signal
  • Notes from the run
Report 03

Competitor Gap Report

A competitor-focused report that explains where rival brands are winning AI answers and what kinds of sources are supporting them.

Includes
  • Per-competitor mention rate
  • Per-competitor citation rate
  • Shared and exclusive source URLs
  • Engine-level competitor presence
  • Queries where competitor appears and brand does not
  • Citation overlap and source gap signals
Report 04

Agency Report Export

A client-ready report format designed for agency delivery — combining visibility results, query scores, and recommended actions into a single export.

Note · White-label export is a productionization milestone.

Includes
  • Visibility summary per client
  • Query score breakdown
  • Competitor gap summary
  • Recommended action map
  • Trend signals across runs
Make it count

See what an AI visibility report actually looks like.

Request a sample audit report to see how visibility results, query scores, competitor gaps, and recommended actions come together.