AI visibility is measurable — just not in one dashboard. We track whether your firm gets named, in which contexts, and against which competitors, using a fixed prompt set over time.
What to track weekly
- Branded mentions — is your firm named at all?
- Intent match — do answers match your actual services?
- Competitor share — who else appears and why?
- Source hints — which URLs or domains get cited in footnotes
Run the same 30–50 prompts across ChatGPT, Claude, and Perplexity. Log results in a spreadsheet. Over 4–8 weeks you'll see whether citation seeding and schema changes are moving the needle.