Valid answers naming the leader
The proportion of valid observations where this company was identified.
Suppliers in this sector already appear frequently in the observed sample. Explore who is most visible and how the results vary across AI platforms.
This is an aggregated description of the selected companies, not a market-wide ranking. The full benchmark separates AI platforms.
The proportion of valid observations where this company was identified.
Among the 50 sector queries, how many mentioned the company in at least one observation.
0 of the 15 sampled companies were absent from all valid observations.
When an Overview appeared, a sampled company was mentioned in 52.00% of cases and a citation appeared in 96.00%.
These observed references describe the information landscape. They do not prove that a website caused a particular AI answer.
Share of non-AIO citations attributed to official domains of sampled companies: 30.15%.
The complete benchmark helps compare suppliers, questions, AI platforms and consistency across repeat observations.
Results concern only 50 sector queries, 15 selected companies and the 2026 observation window. Non-AIO metrics exclude Google AI Overview. The “source-gap” and “competitive-defense” labels are commercial interpretations, not formal metrics from scientific methodology M1.2. A citation does not establish causality, an endorsement or a sale.
Get company-level findings, differences by AI platform, coverage across the 50 search questions, consistency of repeated observations and source analysis. Digital delivery follows confirmed payment.