See the work
Illustrative example — not client dataStart with the evidence.
Before deciding whether an engagement makes sense, see what our analysis actually looks like. Every figure below is illustrative, and every figure in a real report is traceable to a captured response.
AI Visibility Audit
Manhattan Luxury · Seller Agent Recommendations
AI Recommendation Rate
18%
18 appearances across 100 eligible observations
Recommendation frequency
Market position
3 of 8 measured teams
Based only on this sample analysis
Biggest observed gap
Third-party market evidence
Competing teams appeared across more independent market-specific sources in this sample.
Illustrative sample — not actual client data.
What the report contains
An intelligence dossier, not a brochure.
- 01
Executive summary
What we found, what it appears to mean, and what we would do first.
- 02
AI visibility
Recommendation share, prompt coverage and the diagnostic index.
- 03
Prompt performance
Question-by-question results with the captured responses behind them.
- 04
Competitors
Who is being recommended instead, and which signals support them.
- 05
Sources
The publications and profiles AI systems lean on in this market.
- 06
Entity analysis
How consistently the team is described across the information environment.
- 07
Opportunities
Where the evidence suggests movement is realistically possible.
- 08
Prioritized actions
Sequenced by impact, evidence, confidence, effort and dependencies.
- 09
Methodology
Prompt universe, platforms, window and version used for these numbers.
- 10
Evidence log
Every observation, timestamped, with the raw response attached.