Journal
SEO, GEO, AI search — notes on how brands get read and found.
Insights
Google Rankings Won't Save You If AI Assistants Can't Find Your Answers
GSC shows your Google rankings. But ChatGPT, Perplexity, and Gemini pull from different signals. Learn what AI assistants actually need to cite your content.
Ecommerce Crawlability: The Technical Gap Shopify and WordPress Don't Fix
Shopify or WordPress? The platform debate misses what actually determines bot discoverability. Learn the technical infrastructure layer that drives ecommerce visibility.
Same Query, Different Sources: Why AI Platforms Disagree on Where to Get Answers
AI Mode and ChatGPT cite different sources 86% of the time. Learn why platform-specific optimization matters—and how to ensure bots can actually read your content.
Why AI Search and Google Both Depend on One Thing You're Probably Ignoring
SEO gets you ranked. GEO gets you cited by AI. But both fail if bots can't read your content. Learn how to fix the machine-readability gap most marketers miss.
AI Search Visibility in 2026: The Technical Gap Most Marketers Miss
AI search cites content—not pages. Learn why structured, bot-readable formats matter more than rankings, and how to make AI agents actually understand your site.