Pasting a vague idea
Specificity beats buzzwords. Name who hurts and why.
Weak: AI app for founders.
Better: AI workspace for solo technical founders with 5 ideas who need to score each idea, name the weakest assumption, and get a 7-day plan for what to ship first.
Not naming the target user
AutoBuilder needs to know who feels the pain—not “everyone” or “users.”
Confusing features with pain
Lead with the problem moment, not the feature list.
Weak: Dashboard, AI, chat, analytics.
Better: Hackathon teams lose momentum after demo day because no one turns the prototype into a launch plan.
Asking for too much at once
First release should prove one wedge. Defer the rest.
Treating the score like a guarantee
Scores help you prioritize. They do not promise funding or revenue.
Ignoring the weakness section
The weakness is often the highest-value part of the report.
Not saving text before retry
Copy your intake before refresh or re-run in case the browser session resets.
Expecting AI to replace founder judgment
AutoBuilder accelerates execution. You still choose, review, and validate.