Latest Insights.
Essays from the people doing the work - in-house leads, agency operators, and researchers publishing what they've actually shipped and measured.
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The pruning trade: what deleting 40% of your pages does to AI citations
Pruning 40% of pages correlates with 62% higher citation growth. But engines keep citing deleted pages, and citation assets look prunable on traffic alone.
AGENCY LIFE
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Aug 12, 2026
What AEO actually costs in 2026, and why hourly billing died
RESEARCH
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Aug 9, 2026
Ask the same question twice, get different sources. The volatility data
B2B
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Aug 5, 2026
Does your G2 profile drive AI citations? What 30,000 citations show
CONTRARIAN
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Jul 30, 2026
Stop optimizing for Perplexity. Seriously, look at your numbers