
Google’s June 2026 spam update is rolling out globally across all languages and should take only a few days to complete.

I break down how Google Discover’s “Add topics to your feed” feature uses natural-language prompts, entity expansion, and query-intent fan-out to create a new visibility path for niche publishers and small creators.

I break down why product feeds are becoming critical in ChatGPT Shopping, whether PDPs still matter, and what over 1 million AI shopping offers suggest brands should prioritize.

Fear-based AI positioning can win attention, but I believe it weakens trust. The stronger long-term strategy is to frame AI as a way to enhance human judgment, productivity, and creativity.

I see accessibility becoming more than a compliance requirement. It is a brand differentiator, a trust builder, and a measurable growth driver for marketers willing to carry inclusive experiences from the shelf to every digital touchpoint.

I explore how AI is changing search from information retrieval into decision delegation, why users increasingly outsource choices, and how brands can adapt content for both exploration and action.

Yahoo Scout marks Yahoo’s AI-powered return to search, combining Claude, Bing grounding, Yahoo’s data and publisher-focused links into a more personal answer engine.

AI can generate keywords quickly, but I still rely on semantic techniques like n-grams, Levenshtein distance, and Jaccard similarity to keep PPC and SEO campaigns structured, relevant, and performance-focused.

I tracked llms.txt across 10 websites and found that AI traffic gains came from useful content, technical fixes, and visibility, not the file itself.