The Hidden Cost of Skipping Niche Scoring (AI SaaS)

Skipping scoring saves fifteen minutes. The cost shows up later.

Where AI SaaS Pays the Cost

• Token spend — wrong-niche queries are messier than your test prompts; unit economics break
• Crowded category — you ship into a niche where ten others already exist; conversion is brutal
• Trust burned — early customers who try the product and bounce do not come back when v2 ships
• Distribution invisible — niche audience exists but reach is impossible without paid ads

Honest Frame

Fifteen minutes up front. Avoids six months of misaimed engineering and token spend. Wildly favorable trade.