in AI answers

Visibility
Non-branded visibility
Branded visibility
Share of voice of tracked-set mentions
Rank
Site cited
Avg position when named (lower is better)
Sentiment 0–100, how it is described

Run history

Every read of the fixed prompt set so far. Click a row to view that run.

Run dateVisibilityNon-branded Share of voiceSite citedAvg pos. SentimentProbes

The tracked set

Share of all probes in which each brand was named. The set is fixed for the whole programme, so each read is directly comparable.

Times each brand’s own site was cited as a source

By surface

’s visibility on each engine, across all prompts.

Every prompt

All tracked prompts and what each engine did with them. Filter to compare by surface and by the kind of question being asked.

Surface
Question type
named named and site cited not named
PromptTypeEngines Hitvs prevRivals named

What the answers are built from

Engines assemble answers from sources. distinct domains appeared across this run — which ones, and who owns them, decides who gets named.

Source domains by owner

Most-used domains

How to read this

What a probe is. One prompt asked of one engine. prompts across surfaces gives probes. Visibility is the share of those in which the company was named or its site cited.

Growth markers. Arrows compare the selected run with the previous run and with the baseline (first run). Percentages are relative change; “pts” is the absolute change in percentage points. Green is better, red is worse — for average position a lower number is better, so a fall shows green.

The prompt set is fixed. It stays the same every period, because a percentage only means something against a stable denominator. If the basket or the engine set ever changes, the page says so next to the comparison.

Share of a tracked set, not of the market. Rank and share of voice are against the competitors chosen for this programme. Adding another would lower the percentage without anything changing in reality, which is why raw counts are shown alongside.

This is not a ranking guarantee. It is a measurement, and the input that decides which pages, comparisons and technical specifications get built next.