Insights are time-stamped observations. AI providers and outputs shift; older statements may be outdated. Each post reflects what the data showed on its publication date.

May 2026

• May 17 First data: llms.txt is being fetched, but not by AI bots
• May 13 First data: schema markup doesn't bring more AI citations
• May 11 AI search is turning your category into a crowded short list
• May 11 Professional services is getting pulled into AI discovery fast
• May 11 Some AI assistants are far more willing to mention brands than others
• May 11 The fastest way into AI answers is usually structure, not volume
• May 4 Some niches get crowded fast in AI answers
• May 4 Different AI assistants frame the same brand differently
• May 4 The real competitor set in AI is much larger than you think
• May 4 If AI can’t find clear evidence, it won’t trust your brand
• May 2 GEO Monitoring vs. classic SEO tracking: why AI add-ons in SEO suites are no replacement

April 2026

• Apr 27 Some AI assistants are far more willing to name sources
• Apr 27 AI can frame your brand positively in one place and neutrally in another
• Apr 27 Structure beats storytelling when AI chooses what to quote
• Apr 27 You’re competing with a crowded answer set, not just a few rivals
• Apr 20 Your Brand Faces Over 700 AI-Visible Competitors
• Apr 20 Industries Primed for AI-Driven Discovery Shifts
• Apr 20 Make Your Content AI-Friendly to Win Recommendations
• Apr 13 Your Brand Isn’t Alone in AI Results
• Apr 13 FAQs & Structured Data Boost AI Citations
• Apr 13 Emerging Industries Are Pioneering AI Brand Scans
• Apr 10 Own your AI visibility by mastering structured content
• Apr 10 B2B services face fierce AI competition—over 600 rivals per brand
• Apr 10 Certain B2B industries lead early in AI discovery demand
• Apr 2 Provider sentiment matters
• Apr 2 Make answers cite you
• Apr 2 Local and niche win voice slots
• Apr 2 You're not alone in AI answers