September 19, 2025
Alex Prober, CPO
What is the ramp time to see citations after publish?
How do I estimate ROI of LLM visibility versus SEO?
Tracking Perplexity or ChatGPT referrals when direct?
How can I stop LLMs repeating outdated advisories?
September 18, 2025
Substack and Medium posts cited by LLMs or selfhosted?
How can I stop LLMs from mixing currencies regionally?
How does Perplexity pick and rank sources for answers?
Does a Wikipedia page boost Perplexity citations?
How do I get Copilot to pull answers from my docs?
Will a public Notion page be crawled or HTML-exported?
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?
