Research & Experiment
Use tested findings and measured patterns to decide what deserves your time.
15 videos
Research & Experiment
Featured
Key takeaways
- 0:54AI citations come from a stable 'source set' of trusted pages that repeat across answers, not from stable ranking positions like Google. You must get into this trusted source set rather than optimize for volatile rankings.
- 2:14Path A targets competitor-only roundup pages in 48 hours by pitching positioning rather than features—showing how your brand fills a gap in their existing list without requiring new content creation.
- 5:21Pages covering multiple related angles and ranking in Google's top 10 for four or more related keywords receive almost five times more AI citations because they answer the multiple subqueries AI breaks down from broad prompts.
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AI Search Research Deep Dives
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