CutWise
Woodworking cut-list optimizer that minimizes board waste.
Investment thesis
CutWise sells a genuine optimization result that saves woodworkers real money in materials. The bin-packing core is defensible against generic AI, and the leading free tool is ad-heavy and dated.
Optimized cuts save expensive board feet on every project.
A capable free incumbent exists, even if ugly.
Clean UI, better diagrams, and a one-time price versus ad-supported free tools.
Low risk — this is a constraint-solving problem, not text generation.
Build analysis
Estimated 14 hrs to a shippable MVP
Effort breakdown
- Input UI3h
- Bin-packing solver5h
- Diagram rendering3h
- Export2h
- Testing1h
Suggested stack
Ship in v1
- Board + cut entry
- Optimization solver
- Cut diagram
- Waste report
- Print export
Deliberately skip
- Accounts
- Project storage
- Pricing/estimating
- Mobile app
Competitive landscape
Genuine value and low AI risk; the challenge is out-executing a free incumbent on experience.
- CutList OptimizerFree380K/mo visitsStrength
Free, capable solver
WeaknessAd-heavy, ugly UI
Scorecard
Weighted sub-scores driving the composite
- Monetization evidence25% weight7.0
Proof that customers already pay
- Distribution attractiveness20% weight6.0
How reachable the customers are
- Build simplicity15% weight7.0
Inverse of technical complexity (4/10)
- AI durability15% weight9.0
Resistance to AI displacement (risk 2/10)
- Incumbent weakness10% weight7.0
How beatable the current players are
- Customer value10% weight8.0
Willingness and ability to pay
- Expansion potential5% weight6.0
Room to grow beyond the wedge
Distribution & demand
Primary channel: YouTube + organic search
16.5K/mo
15/100
$0.55
Keyword clusters
- cut list optimizer9.9K · KD 16
- panel cutting calculator6.6K · KD 14