Learning
Notes, guides, and methodology on AI visibility. Everything here is grounded in real data from the platform we run.
This week
The AI Visibility Brief
Weekly, from Brett. The studies, experiments, and product changes in AI search, with what to do about each.
Latest issue · 11 days ago
July 20-26, 2026
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Deep dives
See all 5 posts →- Research
We ran 15,000 controlled AI captures. APIs and consumer surfaces agreed on 22% of citation sources.
500 prompts, 5 verticals, 14,354 paired captures across three AI providers. Overall citation-domain overlap between API and consumer surface: 22%. Google API path: 0%.
10 days ago
- Guide
SEO to GEO: A Guide to Search Strategy in the AI Era
The evolution of SEO is underway. Here's an overview of how to start approaching AI-driven visibility.
12 days ago
Reference