Measure AI visibility through a combination of relevant prompt checks, cited or mentioned sources, branded-search trends, referral attribution, public-profile accuracy, content performance, and qualified consultation outcomes. This guide explains the practical evidence a law-firm leadership team can strengthen without relying on hype or fixed AI-rank promises.
Use a prompt set that reflects real demand
Track the local, practice-area, niche, and comparison questions your target clients are likely to ask—not a generic vanity prompt.
Capture the wider journey
A person may discover a firm in an AI tool and later search the firm name on Google. Pair prompt observations with branded demand and intake attribution.
Review the evidence behind the mention
When a firm does or does not appear, examine the relevant page, cited sources, public profile quality, and competitor evidence to prioritize useful work.
A practical next step
- Create a consistent set of high-intent prompts.
- Add an AI-discovery option to intake attribution.
- Review monthly trends with content, authority, and consultation quality—not a single score.
Frequently asked questions
Can I track an exact AI ranking?
No. Output variability makes a single fixed rank misleading. A repeatable observation framework is more useful.
What is a good early KPI?
Public-record accuracy and completion of high-value authority assets are often better early indicators than a promise of placement.