Blog
Field notes from Anny on how brands show up — or disappear — inside AI answers.
Jul 21
2026
Why classic rank trackers miss the answers that actually drive clicks and trust.
Jul 8
Prompt clusters, source gaps, and the content shapes models cite most often.
Jun 24
Citation share, answer position, and sentiment — the metrics marketing teams need.
Jun 9
Reporting cadences and white-label scorecards that clients actually open.
May 27
Which domains stick across turns, and how to get yours into the shortlist.