AI Citations
How source selection behaves across engines and query types.
2 analyses
GeoScript Research
Data-driven research on AI citations, geographic visibility, and what makes AI engines recommend one business over another.
How source selection behaves across engines and query types.
2 analyses
How recommendation outcomes change across cities and regions.
Coming soon
Cross-engine differences in retrieval, grounding, and ranking.
Coming soon
Which content changes shift citation and recommendation rates.
Coming soon
Analysis
Yext says 86% of AI citations come from sources brands control. Featured found brands' own websites earn 1.7% of citations. The gap between those numbers is the most useful finding in AI search research this year.
September 5, 2026 · 9 min read · Alex Ferguson
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Analysis
What 22,881 AI citations reveal about how little we actually know about AI search — and why the next wave of research needs hundreds of millions of data points, not thousands.
September 5, 2026 · 7 min read · Alex Ferguson
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