- Cold Email Reply Rates 2026: The Denominator Test
0.45% or 5% for the same campaign? Nine 2026 benchmarks with their real denominators, plus the one test that stops vendors from doing your math.
11 min English - 13 GEO Tools, One Real Question: Can You Measure Citations?
We compared 13 GEO tool pitches. Most sell keyword tracking. AI search doesn't care about keywords. Here's the test that tells them apart.
9 min English - Personalization Isn't a Nicety. It's Math.
20M cold emails analyzed: personalized outreach averages 18% replies, generic gets 9%. The list decides, not the copy. Sources included.
9 min English - Most Marketing Stats Can't Answer 3 Questions. We Checked.
We started grading every number we publish by source, sample, and time window. It nearly killed our output. Then it became the whole edge.
8 min English - SEO Rankings Don't Drive AI Citations. Here's What Does.
83% of AI citations come from pages outside the organic top 10. Here's what actually gets cited in AI answers, with sources and a 30-day plan.
8 min English
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