Site Architecture Patterns That Survive AI Search
Site Architecture Patterns That Survive AI Search Three architecture patterns are stable under both classical search and AI search. Most others are not. The…
Site Architecture Patterns That Survive AI Search Three architecture patterns are stable under both classical search and AI search. Most others are not. The…
How to Audit Your Site’s LLM Crawlability LLM crawlability is the audit Google’s tooling does not run for you. Search Console reports on Googlebot.…
Topic Clustering Is What LLMs Actually Read Classical topic clustering optimised for Google’s pre-2023 ranking system. LLM retrieval clusters topics differently, weights them differently,…
Building a Citable Knowledge Graph From Scratch A citable knowledge graph is not a Neo4j project. It is the smallest set of public, machine-readable…
First-Party Data Is the Only Defensible Asset in an LLM-First Future The cookie was a directory. First-party data is a relationship. When language models…
Content Decay in the LLM Era: When Evergreen Stops Being Evergreen By ScaleGrowth Digital Editorial The evergreen content theory was simple. Write a definitive…
Why Perplexity Cites Differently Than ChatGPT Search By ScaleGrowth Digital Editorial Run the same query through Perplexity and ChatGPT Search on the same day…
Agentic SEO: When Claude and ChatGPT Become the Best Traffic Source By ScaleGrowth Digital Editorial For a small but growing cohort of B2B brands,…
AI Overview Rank Tracking: The Tools That Actually Work By ScaleGrowth Digital Editorial Google AI Overview rolled out to most India queries by mid-2025…
Schema Markup for LLM Citations: What Works Past the Basics By ScaleGrowth Digital Editorial Most schema markup advice that circulates in the SEO community…