AEOLedger research
Our own studies of how AI assistants answer B2B buyer questions. Every number is a count with its sample size, date and location, and the data is published with each study. How we measure is on the methodology page; who we are is on company facts.
- How AI assistants answer B2B buyer questions in AI engineering and security SaaS
- ChatGPT, Perplexity and Google AI Mode checked by hand on 18 Oct 2026: 7 of 25 funded challengers named in none of their category’s answers. With data (CSV) and method. Published 19 October 2026.
- Which AI agent sandboxes and code execution vendors AI assistants name, Oct 2026
- How ChatGPT, Perplexity and Google AI Mode answer 3 buyer questions on AI agent sandboxes and code execution: 15 answers, 19–21 Oct 2026, India. Published 22 October 2026.
- Which AI agent observability and evaluation vendors AI assistants name, Oct 2026
- How ChatGPT, Perplexity and Google AI Mode answer 3 buyer questions on AI agent observability and evaluation: 15 answers, 19 Oct 2026, India. Published 22 October 2026.
- Which AI gateways and LLM routing vendors AI assistants name, Oct 2026
- How ChatGPT, Perplexity and Google AI Mode answer 3 buyer questions on AI gateways and LLM routing: 15 answers, 19 Oct 2026, India. Published 22 October 2026.
- Which AI-native application security vendors AI assistants name, Oct 2026
- How ChatGPT, Perplexity and Google AI Mode answer 3 buyer questions on AI-native application security: 15 answers, 19–21 Oct 2026, India. Published 22 October 2026.
- Which AI application and agent security vendors AI assistants name, Oct 2026
- How ChatGPT, Perplexity and Google AI Mode answer 3 buyer questions on AI application and agent security: 15 answers, 19–21 Oct 2026, India. Published 22 October 2026.
- Which security compliance automation vendors AI assistants name, Oct 2026
- How ChatGPT, Perplexity and Google AI Mode answer 3 buyer questions on security compliance automation: 15 answers, 19 Oct 2026, India. Published 22 October 2026.
- Which vector databases and RAG infrastructure vendors AI assistants name, Oct 2026
- How ChatGPT, Perplexity and Google AI Mode answer 3 buyer questions on vector databases and RAG infrastructure: 15 answers, 19 Oct 2026, India. Published 22 October 2026.
- Which secrets and non-human identity management vendors AI assistants name, Oct 2026
- How ChatGPT, Perplexity and Google AI Mode answer 3 buyer questions on secrets and non-human identity management: 15 answers, 19–21 Oct 2026, India. Published 22 October 2026.
- AI Shortlist Index
- Category reports: which vendors ChatGPT, Perplexity and Google AI Mode name for 3 buyer questions, and which sources they cite. One page and one CSV per category.
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