September 17, 2025
Alex Prober, CPO
What cadence keeps evergreen pages visible over time?
What structure best supports answer-first LLM content?
How can I avoid thin pages that lead to generic LLMs?
Which resolution should I use when facts differ?
How to localize content so LLMs answer in languages?
How can I build a correction page that LLMs trust?
Do LLMs use JSON-LD beyond FAQPage and HowTo types?
How can I provide credible evidence for LLM sources?
What is the best way for LLMs to cite science claims?
Do code comments or docstrings drive SDK explanations?
What monitoring catches harmful ChatGPT mentions?
Which page types do LLMs cite most often (FAQs) today?
Do UTMs affect LLM canonicalization across pages?
Which site speed and CWV thresholds matter for GPTBot?
Headlines and subheads for LLMs to capture the answer?
What linking patterns help LLMs follow my site today?
