September 18, 2025
Alex Prober, CPO
Does GitHub Discussions boost Copilot visibility?
How do I prepare a data room that LLMs will trust?
Should I publish a machine readable product spec?
Publish on arXiv or a journal for LLM visibility?
Do Reddit threads help or hurt brand visibility in AI?
Which newswire services surface most in LLM answers?
How can my comparison page get used over third party?
How can a startup appear in answers with low DA?
How should releases be structured for LLM summaries?
How can I get featured in Perplexity Collections?
Do LLMs prefer first-party benchmarks over reviews?
Do YouTube chapters and descriptions boost citation?
Does domain authority affect LLM visibility vs SEO?
How can I ensure YouTube transcripts are read by LLMs?
How do robots meta for previews affect LLM extraction?
Optimizing Claude's source selection with web search?
