Why thousands of AI articles do not guarantee traffic
The 2025–2026 content race: why mass AI generation fails to scale linearly, how search engines judge whole sites, and what works instead of content farms.
Stuzhuk Lab — Chemistry of Code
Chemistry of Code
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AISO audit stuzhuk.page: how we reached 52→84 AI Readiness
Technical AISO cycle breakdown: canonical, JSON-LD, llms.txt, related posts, tag hubs. May 2026.
SEO, AEO, GEO & AISO in 2026: complete guide to AI search readiness
SEO, AEO, GEO & AISO in 2026: four visibility layers, crawler-ready SEO, answer blocks, brand Share of Voice, engineering stack, 90-min audit, 4-week plan, stuzhuk.page 52→84.
Information Gain: how to audit a page before AEO and GEO
Semantic novelty vs the TOP 10: a practical content audit for AI search. Q2 2026.
GEO: monitoring Share of Voice in ChatGPT and Perplexity
Prompt pools, bulk runs, SoV, Sentiment, and Accuracy for Generative Engine Optimization. Q2 2026.
robots.txt: Allow rules for GPTBot, ClaudeBot, and PerplexityBot
Practical guide to robots.txt for AI crawlers: GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot, Google vs Yandex split, Allow/Disallow, post-deploy checklist, and AISO linkage. Q2 2026.