brand signals

Ahrefs’ staged fake‑brand test did not so much prove that “AI chooses lies over truth” as it illuminated the brittle mechanics of how generative search surfaces pick which narrative to present — and why detailed, answer‑shaped content wins when authority signals are absent or weak. Background /...