We're already finding plenty of discussions where people mention problems related to our product, so discovery itself isn't really the issue anymore. The problem is deciding which conversations deserve attention first. Some posts are just casual complaints, others come from people actively comparing solutions, and a few are direct requests for recommendations, but our team is basically judging all of them by gut feeling. With limited time to respond, we need a better way to separate genuine sales opportunities from conversations that probably won't go anywhere. How are teams ranking social discussions by how likely they are to turn into an actual lead?
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Start with purchase intent, not likes, comments, or follower count. Look for decision language such as requests for recommendations, comparisons between named products, a deadline, or a stated plan to switch. Put direct recommendations and active comparisons in the first tier, posts describing a clear unresolved problem in the second, and general complaints in the last. Before a rep replies, check whether your product solves the exact problem mentioned and whether the response can add something useful to the discussion. That gives everyone the same order instead of a different gut call from each rep.
Purchase intent is the strongest signal, but it makes sense to reach out to everyone who is talking about the product and start a conversation at least.