Internal tool — generate queries & run a live audit DEMO MODE · sample data
1 · Lead details
These mirror the free-audit form. Fill from a submission (or load an example), then generate the personalized query set.
2 · Personalized query set
The questions a real customer would ask an AI assistant. The agent will check whether this business shows up for each.
Researching the business and local market…
3 · Audit report
–
/100
Visibility
Per-question results
Showing up instead of them
What we'd fix
Send report to client
How this runs: the live audit uses Claude with web search to assess the business's current findability, what AI assistants would likely surface, and which competitors appear — then scores it. Results are a dated snapshot, not a guaranteed ranking; capture screenshots for the client report.
To productionize: wire this same logic to a backend with API keys and, for exact results, query ChatGPT / Gemini / Perplexity directly via their APIs. The query-generation step works fully offline; the live audit requires the AI runtime.