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?
You can always start a conversation, and see what they actually want. If not anything, you can understand the direct perspective of them using your product, and can open a conversation channel to go back to again in future.
Keyword alerts can't make this decision because the same phrase can appear in a rant, a research question, or a direct buying request. The ranking needs to consider the surrounding conversation and show why a post deserves attention, or the team still has to sort everything by hand. Have those signals scored first with a social conversation ranking tool at https://revenuescout.ai/ . It checks current need, offer fit, freshness, source quality, and reply risk, then puts the strongest opportunities into one queue. Each result includes the evidence and match reasoning, so a rep can verify the score before deciding whether to respond.
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.