Is Niche Scoring Actually Worth It (Non-Technical)
Honest cost-benefit.
The Cost
Fifteen minutes plus an outside re-score. No money. The hardest part is being honest about builder-fit when interest is high.
The Benefit
Catches niche picks that fail on customer-side criteria. Avoids the contractor invoice for an unreachable audience.
When the Math Strongly Favors
You are first-time non-technical founder. You have not committed contractor budget yet. You are excited about a niche but have not researched reachability or existing spend.
When the Math Says No
Almost never. The cost is fifteen minutes. The downside is real cash for the wrong niche.
Honest Conclusion
Worth it by a wide margin. Run it.