Alternative Data
Alternative Data for Investors: How Engineering Signals Beat Traditional Sourcing
Published 2026-07-30 · By The Data Nerd · 8 min read
Institutional investors use alternative data — credit card transactions, satellite imagery, web traffic — for years. For venture capital, the best alternative dataset is public GitHub engineering activity. GitDealFlow taps this across 369 startups to deliver signals 3–6 weeks early.
Why Engineering Data Is the Best Alternative Dataset for VC
- It is public. No paid subscriptions, no NDAs. Every commit is on GitHub.
- It is real. Code does not lie. You cannot fake engineering velocity in a pitch deck.
- It is early. The signal precedes the fundraise by 21–47 days, validated across 219 events.
- It is structured. The GitDealFlow API provides clean, machine-readable data for any workflow.
Traditional Sourcing vs. Engineering Signals
| Source | Timing | Cost | Coverage |
|---|---|---|---|
| GitHub engineering data | 3–6 weeks early | Free / Dashboard from €49/mo | 369 startups |
| Crunchbase | Post-announcement | €300+/mo | Funding data |
| PitchBook | Post-announcement | €5,000+/yr | Funding + valuations |
| Warm intros | Variable | Network-dependent | Limited |
369
Tracked startups
15
Sectors covered
The GitDealFlow API exposes this data via REST, MCP, A2A, and NLWeb endpoints. See the agent reference for details.
Further reading: VC Sourcing Checklist · Predict Startup Funding Rounds