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Built on labeled examples — scores what investors actually care about
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Scored across 6 VC-grade dimensions, built on labeled examples
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| NUVC | General LLM (ChatGPT) | Accelerator | Consultant | ||
|---|---|---|---|---|---|
| Built on labeled examples | 1,400+ labeled examples | No | No — contacts only | Partner judgment | No |
| Objectivity | Audited for bias | Tends to agree with you | N/A — a directory | Mentor-dependent | Varies |
| Fundability verdict first | Yes — honest VC-grade read | Unreliable | No | Cohort feedback | Subjective |
| Investor reach | 10+ matched firms | None | 100k+ unfiltered | Their network only | None |
| Match basis | What they actually back, reason each | No | Stated preferences only | No | No |
| Score coaching | AI-powered, per-section | Uncalibrated — varies by prompt | None | Mentor-dependent | Per engagement |
| Time to feedback | ~2 minutes | Instant | Instant list | 3–6 months | 1–4 weeks |
| Deck iterations | Unlimited | Unlimited | N/A | Cohort-limited | Per engagement |
| Cost | $99 | ~$20/mo | $59–$1,059/mo | $25K+ + equity | $2K–$10K |
