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680M+ AI citations analyzed: 15 domains capture ~68% across ChatGPT, Claude, Gemini, Perplexity, AI Overviews. What it means for software marketing.
10 min English - GPT-6 Astra Does Not Search. It Acts.
GPT-6 Astra launched with frontier computer use. When AI stops answering and starts acting, software companies face a new visibility problem. What changes.
11 min English - Why Reddit Citations Just Fell 86% in ChatGPT
ChatGPT citations of Reddit fell 86% in a week. The data, the brand-shortlist mechanism behind it, and what smaller brands should do.
10 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 - 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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