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RESONEO's analysis of 1,200 ChatGPT answers reveals three distinct retrieval layers—OpenAI's own index (labrador), cached Google results, and live-fetched pages—each with different staleness and citation rules.
A nine-month analysis of 51,000+ AI Overview events reveals that 22.4% of that traffic is misattributed to Direct in GA4, AI Overview prominence is volatile, and Google favors structured, specific content.
SE Ranking's analysis of 100,000 French searches shows AI Overviews appearing on over half of queries, with YouTube and Facebook among the top cited sources.
SEOFOMO News found AI Overviews appearing on over half of French search queries, with social platforms among the most-cited sources.
iPullRank's analysis of 13.1 billion searches shows ChatGPT receives more paid clicks from Google than any other top destination, suggesting paid search is becoming a key channel between Google and AI tools.
Fractl's analysis of AI model brand recall found that traditional SEO authority doesn't guarantee visibility in LLM answers—third-party coverage and category alignment matter more.
SEOFOMO News benchmarked 1,000 top websites on AI-agent readiness and found most are unprepared, with an average score of 54/100 and over a third falling below 50.
Research from Meltwater and LinkedIn analyzing 9.5 million citations found that individual profiles drive three-quarters of all LinkedIn citations in AI systems.
Google Ads Liaison Ginny Marvin argues advertisers must master fundamentals and align bidding strategies to business goals, not just react to platform automation changes.
Moz has released the final speaker roster for MozCon London, scheduled for November 13, 2026.
Lenny's Newsletter interviews a solo founder who used ChatGPT and Codex to build an AI-native fashion brand, covering design workflows, e-commerce setup, and AI-human collaboration patterns.
A solo fashion founder leveraged ChatGPT, Codex, and AI tools to design, prototype, and launch an e-commerce brand without hiring engineers.