Public Q&A

What exact data points should appear on a client-facing progress dashboard?

AI Visibility Scan · 2026-09-11

Show discovery events, first-party retrievals with approved facts, and confirmed referrals. Also include how many core customer questions are covered by the approved knowledge and whether the outputs show visible citations. Compare a baseline to current results and explain that improvements reflect deeper knowledge and better answer quality, not guaranteed sales. Keep the dashboard simple and use it to guide next steps like adding Q&A or updating facts.

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