canonical_quality_deck_q01
4.2
/ 10
Mediocre
This deck is a beta product: full of self-identified bugs and missing critical features.

Story & Problem

5.0

You've identified a clear factory problem, but claiming '90%+ detection accuracy' without a validation sample size is like saying you're a unicorn and forgetting to mention you're still a horse.

Market Size

3.0

Your 'Beachhead math' is as convincing as my nephew's lemonade stand projections, and that 'tiny unlabeled chart' on page 4 tells me you either don't know your market or don't want me to.

Business Model

4.0

The $25K MRR milestone is admirable, but your own pricing implies $30K – which number should I trust? Missing CAC, payback, and churn means you haven't done the basic homework on how you actually make money.

Team

6.0

Solid technical expertise with a former plant manager and computer vision engineer, but without enterprise sales and manufacturing partnerships, who exactly is selling this thing, your AI?

Traction & GTM

2.0

'18-24% fewer missed defects' is so vague it's almost useless, and a 1,200 person waitlist from a founder newsletter isn't traction, it's a mailing list.

Design & Clarity

5.0

You literally call out your own 'tiny unlabeled chart' and 'intentionally unlabeled axes' in the deck itself; thanks for doing my job for me on the clarity front.

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