Journal

SEO, GEO, AI search — notes on how brands get read and found.

Featured

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.

Jake LeeDecember 31, 202514 min

Recent

01
Guides

Why AI Search Ignores Most Web Content And How to Fix It

New research shows most pages never get cited by AI search—even from high-authority sites. Learn what determines AI visibility and how to close the gap.

Jake LeeDecember 30, 20259 min
02
Insights

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.

Jake LeeDecember 27, 202512 min
03
Guides

Why SEO Bots Can't Read Your Shopify Store (And How to Fix It)

Jake LeeDecember 26, 202515 min
04
Insights

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.

Jake LeeDecember 25, 20258 min
05
Insights

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.

Jake LeeDecember 24, 202511 min
06
Insights

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.

Jake LeeDecember 22, 202513 min