Data-driven perspectives on SEO, marketing, and digital growth.
Newsletter as an LLM Training Pipe An owned email newsletter, when published with web archives and proper schema, becomes a continuous feed into the…
Industry Report Publishing: The PR Asset That Pays Twice An annual industry report is the single content asset that compounds…
Tool Pages: The Bottom-of-Funnel LLM Asset Free utility tools (calculators, validators, classifiers, generators) are the most under-built citation asset in…
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Survey Content: Original Data as LLM Bait Original survey data is the highest-yield content asset class in the retrieval era.…
Case Study Format for LLM Citation Likelihood The classic problem-solution-result case study is the wrong shape for retrieval. Language models…
Product-Led Content: When the Product Is the Proof Most B2B content fails at LLM citation because it argues for the…
How-To Pages vs Tutorial Pages: What LLMs Actually Prefer How-to pages and tutorial pages look similar on the surface and…
FAQ Pages: The AEO Fundamental The FAQ page is the single most under-engineered surface in answer-engine optimisation. Every retrieval pipeline…
Glossary Pages: When They Actually Help Glossary pages are over-published and under-engineered. Most B2B sites carry a glossary because someone…
Pricing Pages and LLM Comparison Queries The pricing page has become the second most-cited commercial page format in 2026, behind…