Vivander Visibility
—
Answers read
—
Sources cited
—
Engines collected

Answers and Sources Read

What each engine's numbers on this page are counted over. An answer with no AI answer shown is left out and is not a collection failure; the two are counted apart. Links in no named kind of source are Other, and a share of the named kinds says nothing about the Other links.

Sources Attached to Sampled Answers

Each bar is every link one engine attached to its sampled answers in this window, split by kind, with Other websites and unresolved links kept in. In testing, we observed engines attach different kinds of sources: one may cite review sites more often and another your own pages or your Google listing. An attached link shows what an answer cited, not how the engine reached it. A percentage on a bar is a share of all links; the table view adds each named kind's share of named-source links, the links left after Other and unresolved are set aside. Click any segment or count to read the answers behind it.

Show as a table

Where You Stand on Each Source

For each kind of source, whether the sources this engine cited include you. Present, thin and absent are read per engine, and not seen means the cited listings of that kind do not carry your name, which is not proof you have no listing there; n.a. means the engine cited nothing of that kind, so it is not where this engine looks. A cell marked ~ is a name test on the cited URL or title, not a census of your listings.

The Answers Behind a Number

Click a segment, a count or a cell above to list the answers behind it.

How This Was Measured