Original observation
Inside an AI recommendation
Two inspected citations from a real Perplexity answer: what they show, what they don’t, and what you can check.
Read the observationPractical guides & observations
Before you invest
in AI visibility.
Understand what buyers find, what deserves attention and how to judge progress. Clear methods, inspectable sources and worksheets you can use.
Visibility diagnosis
Why are competitors appearing?
Compare useful buyer questions, inspect cited sources and check platform access before choosing a fix.
Follow the checklistBuying guide
What should you pay for?
Five useful deliverables and a practical comparison of internal work, monitoring tools and outside support.
Compare your optionsMeasurement guide
Is visibility creating enquiries?
Separate sampled mentions, recorded visits and qualified interest so your next decision has a clearer basis.
Build your measurement plan