"Recommend me a tool that does X" is someone shopping out loud. IntentHunter finds these threads on Reddit, Hacker News, and X, scores each one 0-100 by how close they are to buying, says in one line why it matched, and drafts a reply, so you show up while the thread still counts.
A recommendation thread gets its first replies within the hour, and the poster picks from those. Find it the next afternoon and you are answering a question that already has an accepted answer.
Drop "have you tried our tool" into r/SaaS and the thread roasts you. The room reads self-promotion in one sentence. You want the full context and a reply that fits before you decide to say anything.
There are too many subreddits, too many "what should I use for X" posts, and you have a product to ship. Without the thread scored and a reply drafted, you skip the ones worth answering and never know it.
IntentHunter classifies each thread by type. A recommendation request gets its own filter and scores high, because "which one should I buy" is one of the clearest buying signals there is.
Read the one-line reason a thread matched, then use the drafted reply as a starting point and shape it to the room. You post on Reddit, Hacker News, or X yourself. IntentHunter does not post, DM, vote, or reply for you.
Every signal links to the original post, so you read who is asking, what they have tried, and where the conversation stands before you spend a reply.
Filter to recommendation requests, scan the highest-scored threads first, and pick the handful where you are genuinely the right answer.
Your product, who you sell to, and your honest competitors. The clearer the setup, the sharper the 0-100 score.
One chip in the signals inbox, and you see only the "what should I use for X" threads, sorted by score.
Read the source and the drafted reply, adapt it to the room, and post it yourself on the source platform.
Create a project, pick your sources, and see what your market is already asking for.
