People assume early signal comes from some secret insider network. In practice, it mostly
comes from paying attention to boring, public sources that most people scroll past.
- Job postings, not trend reports. Companies post job listings for skills they need before that need becomes common knowledge. A sudden cluster of postings mentioning an unfamiliar tool or skill combination is often 6-18 months ahead of general awareness.
- Changelogs and release notes. When a platform ships a new feature (an API, a monetization tool, a new content format), the earliest people to build around it face the least competition. Most people wait for a tutorial to exist first, which is exactly the delay that creates the opportunity.
- Complaint threads. Wherever people repeatedly complain about a workflow being slow, manual, or expensive, there's a gap. The complaint is the market research; someone just hasn't built the fix yet, or hasn't marketed it well.
- Grant and funding announcements. New funding categories from governments, foundations, or corporations signal where resources are about to flow, often before the broader public opportunity is visible. This applies as much to individual grants and fellowships as it does to startup funding trends.
None of this requires special access. It requires consistency. The advantage isn't in finding
a secret source; it's in actually checking these unglamorous sources regularly enough to catch
the signal before it becomes obvious to everyone else.