What we learned from Logistics/Supply Chain YC applications
Aggregate insights from real applications roasted on YC Roaster — the patterns YC partners look for, and the weaknesses that come up over and over.
Apps analyzed
7
Average score
3.97 /5
Updated
Jul 16, 2026
Score breakdown — Logistics/Supply Chain average
Biggest weaknesses
Where Logistics/Supply Chain applications consistently fall short.
- 1. Early Traction3.70/5
- 2. GTM3.77/5
- 3. Monetization3.79/5
Strongest dimensions
Where Logistics/Supply Chain applications tend to do well.
- 1. App Completeness4.59/5
- 2. Team Quality4.07/5
- 3. Market4.04/5
Score distribution
What our AI judge actually said
Anonymized critique from real Logistics/Supply Chain applications (shared with founder consent).
“One founder using Claude Code shipped fast, but scaling engineering across 50 TMS integrations without a real CTO will hit a wall.”
8.1/10·Strong operator with real traction, Evans at $300K ARR proves pull, but find that technical co-founder in 60 days or stall.
“No external paying customers yet, and unclear if this generalizes beyond their own fleet or becomes a consultancy disguised as software.”
8.2/10·Exceptional founder-market fit and real product usage, but needs to prove it works for fleets they didn't build it inside of.
“Four LOIs from direct outreach is founder hustle, not a repeatable motion, and zero paying customers means external pull is unproven.”
7.4/10·Sharp wedge with rare founder-market fit, but the clock is ticking on converting pilots into paying customers.
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