Nearly one in two AI citations comes from third-party platforms — Wikipedia, LinkedIn, Reddit, specialist forums. A whole slice of your AI visibility plays out beyond your own site.
Wikipedia and Reddit run on strict community rules: neutral tone and rigorous sourcing on Wikipedia, genuine contribution to the conversation on Reddit. We shape content to fit each format and build a contribution strategy that respects those rules — so the presence you build actually lasts.


