Intent Detection: Turning Mentions into Real Conversations
Most monitoring tools flood you with mentions you cannot act on. Intent detection separates the questions and buying signals from the noise. Here is how it works and why it matters.
The Signalium Blog
Find customers where they’re already talking.
Playbooks on community-led growth, social listening and semantic search — no fluff, just what works.
How to Reply in Communities Without Getting Downvoted or Banned
Community self-promotion is a minefield. Here is a practical framework for replying in a way that helps people, earns trust, and mentions your product without getting flagged.
Finding Buying Signals on Stack Overflow, dev.to and GitHub
For developer tools, the best leads are hiding in questions and issues. Here is how to turn Stack Overflow, dev.to and GitHub into a steady stream of high-intent buying signals.
Hacker News for Founders: How to Find and Join the Right Conversations
Hacker News is full of high-intent buyers and evergreen SEO — if you know where to look. Here is how founders find the right HN threads and add value without getting flagged.
How to Find Your First 100 Customers in Online Communities
A repeatable, non-spammy system for finding your first 100 customers in the communities where they already hang out — without a marketing budget or a cold-email list.
Community-Led Growth in 2026: The Complete Playbook
Ads are expensive and cold email is dying. Community-led growth is how modern software gets found. Here’s the full playbook — where to show up, how to add value, and how to measure it.
Semantic Search vs Keyword Alerts: Why Meaning Beats Matching
Keyword alerts miss paraphrases and bury you in noise. Here’s how semantic search works, why it catches the conversations keywords can’t, and when you still want keywords.
How to Find Customers on Reddit Without Being Spammy
A practical, no-cringe playbook for turning Reddit threads into customers — how to find high-intent conversations, reply so people thank you, and avoid the shadowban.
Social Listening for Founders: A Lightweight System That Actually Works
You don’t need an enterprise “brand monitoring” suite. Here’s a simple, high-signal social listening system a solo founder can run in 20 minutes a week.