Writing
Comparisons, real cost breakdowns, and the parts of rank tracking that most tools quietly get wrong. Written by one person who uses this on client work every week.
A free twenty-minute method: ten prompts, three runs, three assistants, four columns. Find out whether AI assistants name your business, and what the citation list tells you to do next.
Mention, position, sentiment, citations and query fan-out. What the AI visibility category actually measures, which numbers hold up, and six questions to ask before buying.
When your tool says three and the client says eleven, nobody is lying. Five reasons rank trackers disagree, and a fifteen-minute test for which one is right.
