Research

Original studies from our own logs — not summaries of other people's posts. Every study publishes its method, its dates and, where one exists, its dataset.

How we log AI visibility: 10 questions × 4 engines, weekly

20 September 2026 · ChatGPT, Perplexity, Gemini, Claude

Starting September 2026, metabygaurav logs 10 buyer questions across 4 AI engines every week — 40 sampled answers per week — and publishes the method and data here.