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Google unveils Open Knowledge Format for AI agent interoperability
Google introduces Open Knowledge Format (OKF), a new open standard using Markdown and YAML to unify knowledge for AI age...
Saeed Ashif Ahmed
June 19, 2026
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Google: llms.txt Files Ineffective for LLM Website Discovery
Google’s John Mueller clarifies llms.txt files are ineffective for LLM website discovery and differentiation, but may ai...
Saeed Ashif Ahmed
June 15, 2026
2 min read
AI Search Engines’ Memory Systems Impact Brand Visibility
AI search engines use parametric and retrieval memory systems differently, critically impacting brand representation and...
Palumbo Angela
June 12, 2026
2 min read
French Specialists Detail SEO’s Enduring Role in AI Search
A new white paper by Maxime Doki-Thonon and Sylvain Peyronnet explores how SEO and GEO can influence LLMs and dominate s...
Joyce de Castro
June 11, 2026
2 min read
LLMs struggle with strategic tasks, produce undifferentiated outputs
Large Language Models struggle with true reasoning and strategic tasks, leading to a ‘convergence problem’ where AI outp...
Joyce de Castro
June 9, 2026
2 min read
LLM optimization differs from SEO due to architectural variations
Unlike SEO, LLM guidance doesn’t transfer across platforms due to distinct training data, crawlers, retrieval systems, a...
Saeed Ashif Ahmed
May 21, 2026
2 min read
YouTube LLM visibility favors content relevance over views
A Minddex study reveals YouTube’s visibility in LLM responses isn’t driven by views or subscribers, but by semantic cont...
Joyce de Castro
May 21, 2026
2 min read
Global Brands Focus on AI Mentions, Citations for Digital Visibility
AI brand mentions and citations are critical for SEO and visibility, with large language models using both for relevance...
Palumbo Angela
May 19, 2026
2 min read
SEO Professionals Foresee Industry Evolution by 2026, Not Decline
A global survey and Yoast experts indicate SEO is evolving, not dying, by 2026, with AI expanding its scope while core p...
Joyce de Castro
May 10, 2026