- AI Citation Source Index 2026: Where Answers Come From
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 - Marketing Agency for Software Companies: Pricing 2026
What marketing agencies for software companies cost: $1,250-$50K+ retainers, pricing models, red flags, and how to separate real partners from content mills.
11 min English - AI Watermarks Just Ended Undetectable AI Content
EU AI labels and Claude watermarks make AI text machine-identifiable. Which content strategy survives, and which one just ended.
9 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 - Technical SEO for SaaS: The 2026 Checklist
Technical SEO for SaaS in 2026: crawlability, rendering, Core Web Vitals, structured data, hreflang, and AI crawlers. A six-job checklist.
9 min English - 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 - Distribution Is the Moat: The 90/10 Flip That Saves Products
Two indie hackers, two silent launches, one fix: flip 90% building to 90% distribution. Real stories, real numbers, the system that gets products found in 2026.
12 min English
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