Inbown vs BillyBuzz

What this comparison is really about

BillyBuzz earned its niche by doing one thing cleanly: Reddit keyword monitoring with email alerts, priced at the lower end of the market. Drop in a list of keywords and subreddits, set the cadence, and BillyBuzz emails you when a match shows up. For founders who tried F5Bot and wanted slightly more polish. A dashboard, a few filters, multiple recipients. BillyBuzz is the natural next step in the same category.

Where BillyBuzz starts to feel limiting is the same place every keyword-match tool does: it ranks by keyword fit, not by buying intent. A subreddit post titled "anyone know a tool like X?" scores the same as a thread where someone is venting about how they've tried five tools and need a new one. Both technically match your keywords; only one is worth replying to. BillyBuzz pushes both to your inbox at equal weight, and the founder time goes into filtering by hand.

Inbown inverts that workflow. The radar still runs keyword matching, but it adds a deterministic engagement pre-score and an LLM intent score on every thread before anything reaches your inbox. Threads scoring below 25 on the deterministic pre-score get dropped before the LLM even sees them (saves cost and noise); the LLM then scores remaining threads 0–100 on actual buying intent. Only intent ≥ 65 lands in your daily digest; intent ≥ 85 triggers an instant notification. On top of that, X and LinkedIn run the same scoring logic. So the half of your buyers who don't live on Reddit aren't invisible.