Research

3 studies and 3 ranked lists built from 3 benchmark datasets. Data last changed November 3, 2026.

Studies

AI Visibility Statistics 2026: 90 Brands Analyzed
6 AI engines, 250 buying prompts, 6,000 answers: 41 of 90 B2B brands (46%) were never cited.
Data last changed October 2, 20267 findings
AI Crawler Readability Statistics 2026: 240 Sites Analyzed
240 B2B homepages tested for AI crawlers: 50 (21%) are empty without JavaScript and 20 (8%) publish llms.txt.
Data last changed May 26, 20266 findings
AI Share of Voice Statistics 2026: 64 Teardowns Analyzed
64 free AI-visibility teardowns of B2B companies, 450 AI answers each: the median company was named in 14% of its answers, its most-named competitor in 57%.
Data last changed November 3, 20267 findings

36 B2B SaaS Brands Ranked by AI Answer Share (2026)
36 B2B SaaS brands ranked by AI answer share, the share of 2,400 B2B SaaS answers (100 prompts, 6 engines, 4 runs) that name each brand: median 7%, led by Zandry (25%), Cindro (23%) and Darvex (19%). Last reviewed October 2, 2026. Answers to prompts that name a brand still count for that brand: 1,226 of 7,110 mentions in this ranking (17%).
27 Fintech Brands Ranked by AI Answer Share (2026)
27 fintech brands ranked by AI answer share, the share of 1,800 fintech answers (75 prompts, 6 engines, 4 runs) that name each brand: median 11%, led by Sabrel (33%), Brumolt (29%) and Fiscen (22%). Last reviewed October 2, 2026. Answers to prompts that name a brand still count for that brand: 1,078 of 5,373 mentions in this ranking (20%).
27 Cybersecurity Brands Ranked by AI Answer Share (2026)
27 cybersecurity brands ranked by AI answer share, the share of 1,800 cybersecurity answers (75 prompts, 6 engines, 4 runs) that name each brand: median 9%, led by Kovrin (31%), Jarnek (26%) and Brevaul (23%). Last reviewed October 2, 2026. Answers to prompts that name a brand still count for that brand: 781 of 5,288 mentions in this ranking (15%).