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Start here: how to get useful answers from this forum
Welcome. This is a working forum for marketers figuring out how brands appear, get cited, and earn recommendations in AI answers. Ask a specific question. Name the model, market, date, prompt set, and baseline when they matter. If you ran a test, share the change and the result—even when nothing moved. If you recommend a tool or tactic you are connected to, say so. Good first posts include: a real AI answer you cannot explain; an experiment with a measurable before and after; a teardown request for a page or source strategy; or a field note that can save another marketer a week. The standard here is simple: evidence over certainty, useful detail over performance, and help before pitch.