Editorial
Field notes on AI accuracy.
What the models get right, where they disagree, and how the answer keeps changing.
Model Coverage
Inside the model bake-off: why Claude didn't make the cut
A flagship model is excellent at reasoning. It's also redundant with ChatGPT for consensus purposes. We picked diversity over depth.
Apr 7, 2026 · Jerry Harrison · 10 min
AEO Basics
The accuracy gap: why brand monitoring still misses the point
Competitors measure visibility. We measure accuracy. Here's why the difference matters — and why your CMO should care.
Apr 2, 2026 · Editorial Team · 8 min
Methodology
The pricing question every model gets wrong
"What does X cost?" is the single highest-disagreement query category. We analyzed 8,400 brand-pricing answers from three models.
Mar 28, 2026 · Editorial Team · 12 min