How do AI visibility tools collect answers, and can I trust the numbers?
AI visibility tools report mention rates and share of voice. Where do the answers come from, and what should you ask a vendor before you rely on the numbers?
AI visibility
AI visibility Nine AI engines, tracked Prompt research Find the questions worth tracking Competitor analysis Who wins on Google and in AI answersSEO
SEO tools Rank tracking, backlinks, and more Keyword research Volume, difficulty, and intent Site audits A health score and ranked fixes Local SEO Map pack grids and reviewsWorkflow
Closed-loop marketing From finding to task to report Ask Doily Answers and tasks from your data Reporting Branded reports that send themselvesChoosing, connecting and trusting the tools and numbers you work with.
AI visibility tools report mention rates and share of voice. Where do the answers come from, and what should you ask a vendor before you rely on the numbers?
The rank tracker says position 4. Search Console says average position 7.3 for the same query. Which one is right?