Research
Working papers
Visibility indexes
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17 October 2026
AI agent security vendor Visibility Index
How often ChatGPT, Gemini and Perplexity name AI agent security vendors across 112 buyer questions. 447 vendors were named across the three engines; two were each named in roughly three answers in ten.
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18 October 2026
AI SOC analyst vendor Visibility Index
How often ChatGPT, Gemini and Perplexity name AI SOC analyst vendors across 112 buyer questions. Dropzone AI was named in 51.3% of answers and placed first on all three engines.
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18 October 2026
AI governance software vendor Visibility Index
How often ChatGPT, Gemini and Perplexity name AI governance software vendors across 112 buyer questions. Credo AI was named in 49.3% of answers and placed first on all three engines, with IBM second.
Case studies
Press
Earlier studies
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24 April 2026
How AI names the experts in tech: one in five is a woman
Across 2,520 AI answers from ChatGPT, Claude, Gemini and Perplexity, women made up 20.5% of named ICT experts against a 28% workforce baseline. Changing the question's wording alone moved the figure from 11.8% to 27.8%.
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13 April 2026
Welcome to the SaaSpocalypse
A SaaS inflation index of 65 tools, January 2020 to April 2026: vibe-codeable software lost all pricing power while AI-resistant SaaS categories raised entry-tier prices up to three times faster than inflation.
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1 March 2026
The hidden economy behind Google rankings
A six-year analysis of 140,000 publisher listings on how paid link markets expanded after repeated Google crackdowns.
Research updates
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