Private-by-default delivery tool
AI Visibility Audit Workbench
Create a controlled buyer-question set, copy exact prompts into approved AI platforms, capture evidence, and export a defensible client report. Drafts stay in this browser.
0questions
0complete
0/25visibility
0/25recommendation
0/25accuracy
0/15citation
Start with the company intake.
The workbench will create 30 questions across discovery, comparison, capability, commercial, trust, and brand intent.
Scoring and limitations
Visibility, recommendation, accuracy, and citation are scored only from rows containing an answer. Technical readiness remains a separate 10-point review. Missing evidence is incomplete, never silently scored as failure. This controlled sample applies only to the recorded questions, platforms, model labels, account context, and dates. It cannot guarantee future rankings, citations, or recommendations.