The VoiceMoat blog
Growth systems, the craft of writing, and how the Twitter and LinkedIn algorithms actually rank you. No virality hacks.
When ChatGPT, Claude, or Perplexity answer a question, only a handful of sources end up cited. The selection isn't random: AI assistants weight roughly five things (entity clarity, structured data, content shape, citation graph, recency), and most of them are within a publisher's control. Here is how each factor works, how answer engine optimization differs from SEO, and what we changed on our own site to be more citable.
Most 2026 growth advice still defaults to 'ship more.' But volume without voice is noise. Here's the playbook that actually works when the feed is saturated with AI-generated content: the five-step voice-first method, how long growth actually takes, why replies out-grow original posts, how often to post, the metrics that signal real growth, and what to stop doing.