The LLM Seeding playbook.
GEO guides, LLM Seeding tactics and the state of the market — to understand, execute and appear in the answers of ChatGPT, Claude, Grok and DeepSeek.
Blocking AI Crawlers: The GEO Mistake Amazon Just Paid for in ChatGPT Citations
Amazon restricted nearly 50 AI crawlers — and watched its ChatGPT citations slide straight to Walmart. A field note on the pay-per-crawl trade-off: monetize the crawl or stay cited, and how to decide crawler by crawler.
LLMs Feed on User Searches, Not Your Domain Authority
What gets a brand cited in ChatGPT isn't its Domain Rating — it's the demand that orbits it. The 2026 numbers prove the demand signal wins by a factor of three.
How Rankfeed Turns User Searches Into LLM Citations
The demand signal is what gets brands cited. Rankfeed produces it on demand: from crawling your site to stabilized citations across the 4 models. The mechanics.
Semantic cluster in GEO: why targeting a single query never cuts it
One keyword is never enough. LLMs reason in variants, reformulations, and intents. How to build a GEO semantic cluster in 5 steps.