GEO monitoring vs. a one-off ChatGPT search
Why a single AI query is a snapshot — and what you gain by running the same recommendation question on a schedule across models.
Findings
Research & experiments
What PromptRepeat discovered by running its own monitors — original data, not generic AI visibility explainers. Each piece links to the template we used.
We asked four AI models who the top marketing experts are
Illustrative multi-model comparison — where engines agree, where they omit the same names, and why that gap matters for personal brands.
When does AI first “know” your startup exists?
Emergence tracking for new companies — monitoring category questions from launch day to see which models mention you first.