Essays

Five essays, each with an accompanying video, walk through what the runs actually found. None are published yet; the first run hasn't happened. This page will list them here as they ship.

First essay: September 6, 2026

The first essay covers presence from the August 12, 2026 run: across all five engines and five repetitions per question, which of the tracked companies actually get named for the 21 buyer questions, which never come up at all, and whether that breaks down differently for problem-aware questions versus head-to-head comparisons. The video walks through the same findings for anyone who'd rather watch than read.

Accuracy and sourcing findings from the same run follow as separate essays later in September, once the coding pass on citations and claims is complete.