Founders validating a niche over several weeks or comparing multiple opportunities.
After the first signal
Track whether demand keeps appearing.
A single post can be luck. Repeated evidence across searches and communities is a stronger reason to keep investing.
You found an encouraging signal and need to know whether it is isolated or part of a pattern.
A growing evidence history that shows what repeats, what changes, and which questions still need proof.
Workflow
From hypothesis to a useful next move.
Keep one campaign
Use the same product and customer definition so later searches remain comparable.
Add evidence
Run another search when you need stronger confidence or want to test a refined hypothesis.
Compare the pattern
Review findings, analysis, and AI answers without losing the original source trail.
Evidence to look for
Strong proof is specific and repeated.
- Repeated themes across searches
- New communities
- Changes in urgency
- Evidence gaps for the next test