When Niche Scoring Becomes a Bottleneck (AI SaaS)

AI SaaS founders sometimes turn fifteen-minute scoring into a month-long wait.

The justification is always the same: "the model landscape is shifting, let me see what next quarter brings before I commit."

Why It Does Not Work

The model landscape will keep shifting. Every quarter brings new capabilities. There is no future moment where it stabilizes enough to be safe to pick.

Waiting for that moment means waiting forever.

The Fix

• Cap scoring at fifteen minutes.
• Pick the highest niche.
• Schedule problem interviews this week.
• Build the smallest version that works on today's models. Upgrade later when better models ship.

Honest Frame

The market will not wait. The right time to pick is now, with imperfect information.