Blog

    Insights & updates

    Thoughts on generative engine optimization, AI search visibility, and building a brand that AI engines actually cite.

    AI Referral Traffic Converts at 14%: Why Getting Cited by ChatGPT Matters More Than Ranking on Google

    AI Referral Traffic Converts at 14%: Why Getting Cited by ChatGPT Matters More Than Ranking on Google

    ChatGPT referral traffic converts at 14.2%. Google organic converts at 2.8%. Here is what the data shows about AI-referred visitors and why GEO delivers.

    Read more →

    What Mondelez's Oreo Problem Teaches Every Brand About AI Search

    What Mondelez's Oreo Problem Teaches Every Brand About AI Search

    Oreo appeared in 10% of AI chatbot recommendations until Mondelez rebuilt their entire digital presence. Here's what happened — and the GEO playbook every digital marketer needs right now.

    Read more →

    Google Just Confirmed It: All Search Is AI Search. Here Is What Your Brand Needs to Do Now.

    Google Just Confirmed It: All Search Is AI Search. Here Is What Your Brand Needs to Do Now.

    On May 19, 2026, Google declared Search is now AI Search. Learn how the three signals — semantic relevance, structural clarity, and entity validation — determine whether your brand gets cited in AI answers.

    Read more →

    How Do You Structure Content to Get Cited by AI Search Engines?

    How Do You Structure Content to Get Cited by AI Search Engines?

    Put the direct answer in your first sentence. A Growth Memo analysis of 1.2 million ChatGPT responses found that 44.2% of all LLM citations are pulled from the first 30% of a page. If your answer is not in the opening, most AI search engines will never reach it.

    Read more →

    Entity Citation Share: The KPI That Replaces Keyword Rankings

    Entity Citation Share: The KPI That Replaces Keyword Rankings

    Keyword rankings are losing relevance as AI engines bypass results pages. Entity citation share is the new KPI for measuring search success.

    Read more →

    How to Build an Entity Graph in Shopify Without Breaking Your Theme

    How to Build an Entity Graph in Shopify Without Breaking Your Theme

    Build a full entity graph in Shopify using theme.liquid edits, snippet partials, and theme settings. Step-by-step guide for any Shopify tier.

    Read more →

    How to Build an Entity Graph in WordPress: A Template-Level Guide

    How to Build an Entity Graph in WordPress: A Template-Level Guide

    Build a full entity graph in WordPress using functions.php, wp_head hooks, and persistent @id URIs. Template-level guide with audit patterns.

    Read more →

    How Do AI Engines Decide Which Websites to Cite?

    How Do AI Engines Decide Which Websites to Cite?

    AI engines cite sites with strong entity graphs. Learn how entity architecture decides citation outcomes — and what WordPress and Shopify sites need.

    Read more →