Deliverables
A concrete output you can act on immediately
The AI Visibility Audit delivers proof, scoring, and a prioritized roadmap. Every item is tied to evidence from real LLM responses.
Executive summary
Leadership-ready overview of visibility, accuracy, and top risks.
Visibility scorecard
Query-level scores across each LLM with a clear baseline.
Evidence archive
Screenshots and citations of how LLMs describe you today.
Competitive matrix
Head-to-head comparison with 3 named competitors.
Action roadmap
Sequenced recommendations by impact and effort.
Sample output
Visibility scorecard (illustrative)
| Query | ChatGPT | Claude | Gemini | Perplexity |
|---|---|---|---|---|
| “Best AI visibility tools for B2B SaaS” | 62 | 58 | 41 | 70 |
| “Alternatives to [competitor]” | 48 | 52 | 35 | 61 |
| “[Your category] pricing comparison” | 55 | 49 | 38 | 63 |
Scores reflect visibility + accuracy (0–100). Actual scores are derived from your query set and evidence archive.