VC Deal Flow Signal for Founders
Map your competitive landscape and identify investor targets aligned with your sector through public engineering signals.
Founders face two sequential sourcing problems: understanding the competitive landscape before raising (which companies are 6-12 months ahead in your sector?) and identifying investor targets whose thesis matches what you're building. VC Deal Flow Signal publishes the public engineering-signal panel that makes both clear, and lets you bring evidence to investor conversations rather than just claims.
Quick start
The three pages worth bookmarking first.
Workflows for Founders
Competitive landscape scoping
Before raising, use /sector and /signal pages to map who's ahead in your category, what engineering investment they've made, and how your team's velocity compares. Brings objectivity to the 'we're ahead' or 'we're behind' framing during fundraise conversations.
Investor target identification
The /fund pages map each fund's published thesis to the engineering-signal panel they're most aligned with. Useful for building target-investor lists where the fund's stated thesis matches your sector, increases hit rate on cold outreach significantly.
Acquisition-path mapping
Founders building toward eventual acquisition use /acquirer pages to understand each potential strategic buyer's published M&A pattern, what they've bought, what they pay, what they integrate. Useful for board strategy and exit-planning conversations.
Why engineering signals matter for Founders
Founders need objective, third-party-sourced data when making fundraise pitches and exit conversations. Engineering signals are uniquely useful for technical founders because the same signal that an investor uses to evaluate your company is the same signal you can use to map your competitive landscape. The data is symmetric, what your potential funders see is exactly what you can see.
What this does not solve
Engineering signal does not replace fundraise craft (pitch deck, narrative, traction story), product-market-fit work, or hiring. It is a competitive-landscape and investor-targeting tool, not a substitute for the work of building a company.
Frequently Asked Questions
Will investors see my engineering signal data?▾
Investors using VC Deal Flow Signal already see your public GitHub data, that's literally what the panel publishes. If you're a public GitHub org, your engineering acceleration is already visible to anyone who wants to look. This page just makes it easier for you to see what they see.
My GitHub org is private, does this still apply?▾
Engineering signals are derived from PUBLIC GitHub data only. If your org is fully private, you do not appear in our /signal corpus. Many founders deliberately maintain a public devrel surface (a public docs repo, sample SDKs, or starter templates) precisely so that the engineering-signal panel surfaces them. The choice is yours.
Can I get added to /signal?▾
The /signal corpus is curated, additions require self-published GitHub handle on your company homepage, devrel blog, or hiring page. If that's already true and you'd like to be added, contact us via /corrections. We add companies in batches roughly quarterly.
Other personas
Corporate Development Directors
Scout acquisition targets via the engineering-acceleration signal, 3 to 6 weeks before the round closes and the price hardens.
PE Operating Partners
Scout bolt-on targets and benchmark portfolio company engineering velocity through one unified signal panel.
Non-Engineer Tech VPs
Vendor consolidation scouting and competitive engineering benchmarking through one unified signal panel.
Emerging-Manager VCs
Source pre-round deals from public engineering signals and differentiate from established-fund sourcing motions.
Researchers
Open dataset, published methodology, citable SSRN paper, and APIs designed for academic and policy research.
Tech Journalists & Analysts
Citable, independent, public-data sourced engineering-acceleration signal for venture-story reporting.
Angel Investors
Spot pre-seed breakouts 3-6 weeks before the round gets crowded, using public GitHub commit velocity as the earliest engineering-momentum signal.
Venture Scouts
Use GitHub engineering acceleration to surface deals before the partners you scout for do, with a reproducible, data-driven sourcing edge.
Solo GPs
Level the playing field against established funds with a single dataset that surfaces breakout startups across 15 sectors every week.
Family Offices
Reproducible, defensible sourcing signals for investment committees, grounded in a longitudinal panel with an SSRN preprint and CC BY 4.0 dataset.
Founders, get started
The fastest path is the weekly digest. Filter by your specific sectors during onboarding.
See Your Sector