How to spot a Series A 47 days before the deck lands in your inbox.
If you want earlier signal before the round starts feeling obvious, the next 12 minutes will reframe how you source deals. Three objections will be addressed. One uncomfortable conclusion will follow. And one specific, sub-€10/mo tool will let you act on it.
You don’t need to read code. We translate the engineering movement into plain business language — “this team is suddenly shipping far more than usual” — so the read is done for you.
The accident that started this
I was tracking a small fintech startup, mostly out of curiosity. Nothing special on the surface. No press, no AngelList buzz, no warm intros circulating.
But their GitHub told a different story. In two weeks, their commit velocity tripled. Four new contributors joined. They spun up three new infrastructure repos.
I flagged it in my notes. Three weeks later, they announced a $4M Series A led by a top-tier fund.
That moment broke something for me. The signal had been right there the whole time — public, free, updating in real time on a website every developer already opens 30 times a day. And nobody was reading it as deal flow.
That accident is the only reason this product exists.
↳Pause for one second. If you had spotted that fintech in your own GitHub feed three weeks early — would you have written a check?
The core claim
If commit-velocity acceleration is the most leading public signal in venture capital, then every other deal-flow source — pitch decks, AngelList, Crunchbase, warm intros — is a lagging indicator.
That is the one belief this whole page is built around. If it falls, so does our entire thesis. So instead of selling you a dashboard, I am going to spend the next three sections trying to knock it down. If it survives, the rest is arithmetic.
↳Following so far? Three objections coming, plain language, no sales-pitch detours.
The three secrets
Three objections every investor raises. Three breakdowns.
A great offer is a stack of broken false beliefs. Here are the three that block this one.
Secret #1 · Vehicle objection
“GitHub data is just noise.”
Fair objection. Raw commit counts are noisy. A bot can inflate them. A hackathon can spike them. A single developer pushing config files looks the same as a team shipping features.
We do not look at absolute numbers. We look at acceleration patterns — when a company’s engineering velocity deviates sharply from its own baseline. That is not noise. That is a regime change. Something happened inside that company. They hired. They found product-market fit. They are preparing to launch.
The SSRN-published 219-observation panel is descriptive (no funding labels); our hypothesis — that a 2× contributor spike inside a 14-day window precedes a fundraise by a few weeks — is validated openly on /scorecard. Same dataset, replicate the regression yourself at /research.
↳Acceleration vs. absolute count — does that distinction land? That single shift is what turns “noise” into a signal with a 31-day median lead.
Secret #2 · Internal objection
“I already have enough deal flow from my network.”
Your network shows you what other investors are already seeing. By the time a warm intro reaches you, the founder has talked to three to five other investors. The deck is circulating. The terms are forming. You are competing on reputation and speed, not on information.
The deals that generate outsized returns are the ones where you arrive before consensus forms. Before the deck exists. Before the company is “hot.”
That is the 21-to-47-day window we open. Engineering accelerates before the fundraise starts. In that window you can reach out first, offer help before they need money, and build a relationship before everyone else is trying to. Your network gets you to the table. This gets you there first.
↳If you arrived 21–47 days before the deck started circulating, would your hit rate change? Make a mental note of the answer.
Secret #3 · External objection
“Public data can’t be an edge — everyone has it.”
Renaissance Technologies started in 1988 on data anyone could buy. Reuters market quotes. OPRA options ticks. SEC filings. None of it was private. Every fund on Wall Street had access to the same feed. Thirty years later, Medallion had compounded at roughly 39% net of fees — the best multi-decade fund return in recorded history. The data wasn’t edge. The lens was edge.
Now apply that to a Saturday in October 2024. A small fintech team — three founders, one repo, beautifully boring product. I opened their org page on a whim. Their commit velocity had tripled in the prior fortnight. Four new contributors had joined. They had spun up three new infrastructure repos. All of it was on github.com, indexed by Google, free to read.
I knew three other angels who wrote checks at the same size I did. They all had GitHub accounts. None of them opened that org’s page that month. I checked. Three weeks later the team announced a $4M Series A. The two investors who got in had either been told by a warm intro — fine, but slow — or had been reading the same public data I had. The other three later said they had “missed” the round. They had not missed it. They had not read it.
That is the entire point of the third objection. Public-by-default is not the absence of edge; it is the prerequisite for a different kind of edge — the kind that compounds because the data is re-derivable, the methodology is auditable, and the lens is the only thing that matters. Same as SEC. Same as Reuters. Same as every market that ever produced an alpha-generating fund out of information sitting in plain sight.
Right now, zero investor tools package GitHub activity as a dedicated deal-flow signal. The data is public. The analysis layer doesn’t exist. That gap is your edge — and it stays your edge until the market catches up.
We tracked Harmonic, Tracxn, Affinity, SignalFire Beacon, and Forager.ai in our buyers guide. None publish their methodology. None expose raw data. Engineering signal is the open lane.
↳Three objections, three breakdowns. If none of those three is what was holding you back — what is? (That answer is the one to keep handy as the stack lands.)
So if all three objections are false, what would the world look like?
You would open one email on Monday morning, read the five startups ranked by their engineering acceleration that week, pick the one that matches your thesis, and send the founder a three-line email on Tuesday. Two more would already be in your dashboard for the Wednesday deeper dive. End of quarter, one Custom Sector Sweep would land for the thesis you have been saying you want to go deeper on for six months.
That is the rhythm. Sunday digest, Wednesday filter, end-of-quarter sweep. Three touchpoints, twelve minutes a week, sub-€10/mo. The dashboard is just a tool — the leverage is in the rhythm.
↳Twelve minutes a week, three touchpoints, one rhythm. Sound fair?
The five-step shift
The five-step shift — in your own voice.
If you read the three objections and felt the shift, here’s the formal version of what just happened — the same five-beat arc direct-response sellers use, applied to earlier-signal buyers.
1.
The old way you were sold
“The best deals come from your network. Build the rolodex.”
Every operator-turned-investor was told this. It’s the first lesson of every fellowship, every angel-school slide deck, every conversation with a senior partner. Network is the vehicle. Warm intros are the engine. Time-in-seat is the moat.
We call the category Code-Side Sourcing — using public repository-velocity data as a leading indicator of venture-stage outcomes. Every great startup leaves a footprint in its code 21–47 days before the deck circulates. That footprint is public, the methodology is reproducible (SSRN n=219), and the cost of reading it is €9.97/mo. The new vehicle isn’t bigger network — it’s a different sensor, with a category name you can repeat to a partner.
3.
External struggle, removed
You don’t need partner-grade tooling. You need builder-grade signal.
Harmonic, Tracxn, and Affinity are €1k–€10k/mo because they serve fund-grade procurement. Smaller check-writers were priced out of the category not by methodology, but by sales motion. Pull the sales motion out and the same data ladder runs at €9.97/mo.
4.
Internal struggle, removed
You don’t need to become someone else to source.
The fear the technical room plants is that you needed to become technical — read the code, hire a quant, borrow an engineer’s afternoon. The data-side path lets you stay the dealmaker. Identity stays intact. The signal does the reading — and the introduction.
The Acceleration Watch is the Sunday digest. The Dashboard is the Wednesday filter. The Sector Sweep is the end-of-quarter deep dive. Three rhythms, twelve minutes a week, methodology published. The shift is already wired into the product — you’re not buying a tool, you’re buying a cadence.
That’s the five-step Conversion Story. If steps 1–4 read like the room you’re standing in, step 5 is the door.
Future-pace · 90 days from today
A Tuesday in August. The cadence is installed.
Three months from now. Second Tuesday of August. You’ve run the Sunday–Wednesday–Quarter rhythm for twelve weeks. Here’s what your day looks like, hour by hour, once the cadence is just background.
09:14
Coffee, laptop open. Sunday’s digest from this past weekend is still in the tab to the left — five names, sector-tagged. The third one, an AI-infra org out of Berlin, you opened on Monday because it matched the thesis you keep pulling toward. You spent fifteen minutes on their commit graph and sent the founder a three-line email. There’s a reply at the top of your inbox now: short, friendly, asks if you want to see the deck.
11:30
Wednesday filter, but pulled forward to Tuesday because you have a partner call this afternoon. You open the Dashboard, set sector = AI infra, stage = Seed, and sort by 14-day acceleration. Top ten. You cross-reference two of them against your portfolio’s GitHub orgs — and one of them has a contributor in common with a portfolio company you led last year. That’s a warm-intro vector your AngelList syndicate doesn’t have. You note it for the partner call.
15:00
Partner call. You open with the Berlin org and the warm-intro vector. The partner asks how you’re finding these. You don’t name the tool — you describe the rhythm. Five names on Sunday, fifteen minutes on Wednesday, one specific email a month. Twelve minutes a week. The partner is quiet for a beat and then asks if you’d co-source the next three. That’s the moment the cadence stops being a private edge and becomes leverage in the room.
18:00
End of day. You drop the Sector Sweep file on the AI-infra panel into the partner’s shared folder — €1,997 once, paid in March, still earning attention now five months later. The IC memo for next week writes itself: three names, two of them off-Crunchbase, one already with a confirmed product launch since the Sweep was delivered. You close the laptop. The Sunday email lands again in five days. The rhythm is the room you live in now, not a workflow you maintain.
That’s the August Tuesday. The cadence isn’t a tool you operate, it’s a room you live in. The Stack below is the instrument that produces it. The price below is what the instrument costs to lease per month, founding-member rate, locked forever.
↳Can you picture it? The Sunday digest, the Tuesday email, the quarter-end Sweep — that’s the rhythm that produces the August Tuesday above. The next section is the bill.
140 venture-backed startups ranked by 14-day commit-velocity acceleration, refreshed every Monday at 06:00 UTC. Filter by sector, stage, geography. The same data the SSRN paper was built on.
2
The 219-Observation Panel CSV
Standalone: €297 one-time
Five quarters of the descriptive engineering-velocity panel (no funding-event labels) — the dataset behind our 21–47-day lead-time hypothesis, ready to join to funding data and replicate yourself in a notebook.
3
Monthly Sector Deep-Dive PDF
Standalone: €588/yr
Pick one sector each month. We deliver a 12-page deep-dive with top 25 ranked orgs, contributor maps, and the three breakout candidates not yet on Crunchbase. Twelve issues a year.
4
Two Free Chrome Extensions
Standalone: €198/yr value
(1) Crunchbase + Wellfound badge that injects a momentum score into every profile. (2) VC GitHub Lookup — hover any org or repo, see the velocity in 200ms.
npx @gitdealflow/mcp-signal — six read-only tools inside Claude, Cursor, Windsurf, or any MCP host. Ask 'which AI infra startups are accelerating this week' and get the answer inline.
6
Async Watchlist Build
Standalone: €297 one-time
Send your thesis. We come back with a custom watchlist of the 10 highest-acceleration orgs that match it. One-time, kicks off the day you upgrade.
7
Methodology Vault
Standalone: €0 — published
The full SSRN preprint, every signal definition, the regression code behind the methodology. Open by default — the vault is the unlock to the source data.
8
30-Day Signal-or-It's-Free Guarantee
Standalone: Bonus
If, in your first 30 days, the signal does not surface a startup you find genuinely interesting, reply REFUND to any email. No forms, no call, no questions. Full refund inside two business days.
Total standalone value€1,728/yr
Post-launch retail (Dashboard at €49/mo)€588/yr
Founding-member price, locked forever€9.97/mo
That is €119.64/year, or roughly the cost of one missed seed deal. The price stays €9.97 for as long as you stay subscribed, even after the public launch hike to €49/mo.
↳€9.97 vs. one missed seed deal. Which side of that math do you want to be on for the next twelve months?
Fast-action · Expires Wednesday 23:59 UTC
Lock by Wednesday and three bonuses ride along with the seat.
Fast-action bonuses are anti-procrastination, not promo. They reward locking the cadence inside the same cohort, not a vague “sometime next month.” Wednesday 23:59 UTC: all three disappear. The seat stays available 24 more hours, unbundled.
1
Bonus #1 — Same-week Sector Sweep slot
€1,797 → same week
Lock by Wednesday 23:59 UTC and your first €1,797 Sector Sweep file ships the same calendar week, instead of next-cohort-Monday. Saves a four-to-seven-day delay on the deepest deliverable in the stack.
2
Bonus #2 — Founding-rate ratchet (€9.97 anchored to today)
€39/mo saved year-1
Lock now and the €9.97/mo rate is contractually anchored to your checkout date. Even if next cohort opens at €19/mo or the public price hits €49/mo, your seat doesn't move. Lock-in is dated to entry, not to tenure.
3
Bonus #3 — Twelve historical Sunday digests
€348 standalone
Locked-in members get the full back-archive of every Sunday digest since January 2026 — twelve issues of narrative around the dataset. Cohort-locked, never offered to next-week's cohort.
These three bonuses disappear at Wednesday 23:59 UTC sharp. The seat itself stays available until Thursday 23:59 UTC. After that, the cart link routes to a waitlist page — Monday 06:00 UTC the next cohort opens.
SIGNAL30DAY GUARANTEE
Risk on us · €9.97/mo
Signal or it’s free. 30 days. No questions.
The promise
If, in your first 30 days, the Acceleration Watch doesn't surface a startup you find genuinely interesting — defined as one you'd have wanted to know about earlier — full refund.
How to redeem
Reply REFUND to any system email. Full payment back inside two business days. No exit interview, no 'wait, let me show you one more thing'.
Calibration receipt
The guarantee exists because the signal either works or it doesn't. Charging for an output you don't find useful is bad business.
The guarantee is the point. If the signal doesn’t earn its place inside your workflow inside one calendar month, you have paid us nothing. Read the methodology that backs the promise →
↳Worst case: 30 days, you keep what you read, you get the €9.97 back. Where else does that downside profile exist for a sourcing tool?
Three trial closes — pick the one that sounds like you.
1.If you write five-to-fifteen angel checks a year, this pays for itself the first time it surfaces a name you hadn’t seen. That happens, on average, in the first three Mondays.
2.If you scout for a fund, you can run the dashboard against your thesis sectors and ship a one-page memo to your principal every Monday morning. The memo is the artefact. The dashboard is the source.
3.If you are a developer who only occasionally writes a check, stay on the free digest forever. Five startups every Monday is enough for a part-time investor. Upgrade only when filtering the full universe pays for itself.
And if you’re still not sure — ask yourself this.
If all this did was surface one name you would otherwise have missed in the next 12 months — would €119.64 for the year be worth it?
If all this did was give you a 15-minute Monday rhythm you actually keep, instead of three open tabs you don’t — would €9.97/mo be worth it?
If all this did was let you reach one founder before the deck circulated, and that founder remembered you when they took the meeting — would the entire stack pay for itself?
The trial-close rule: if the answer to any single line is yes, the math is already done.
The four closes — one of these is yours.
Money close
The price isn’t the cost. The deal you miss is.
€9.97/mo is €119.64 a year. The expected cost of missing one name that 8x’s in five years — at a €5k angel check — is €40,000. The math doesn’t work the other way. You are not buying a dashboard. You are insuring against a single missed Monday.
Identity close
You don’t need a fund-sized stack. You need earlier signal.
Every other deal-flow tool is built for a partner at a fund with a six-figure data budget. This one is built for someone who wants clearer timing without paying for procurement theatre. You do not need to adapt yourself to it. It fits the job as it already exists in your week.
Pricing close
The whole stack is €1,728/yr. You’re paying €119.64.
We could charge €100/mo and the math would still work. We picked €9.97 because we want builders, not budgets. The €49/mo public price launches the Monday a regulated investor tool reviews us — the founding-member rate locks before that day. After it locks, you keep €9.97 for as long as you stay subscribed.
Urgency close
The window is the lead time, not the discount.
Our hypothesis is that the signal precedes fundraises by 21–47 days (validated openly on /scorecard). Every Monday you skip is a 21-to-47-day window that closes on five specific names. The discount lock is real — €9.97 vs €49 — but the harder scarcity is the deal flow, not the price. Either it works for you in 30 days or you reply REFUND.
Five days from now · the 30-second mental movie
The very next Sunday. The first time the rhythm fires.
Click the button below. Here’s what the next five days actually look like — not the 90-day horizon, the one right in front of you.
Today, 14:00
Stripe charges €9.97. Dashboard URL lands in your inbox inside ten minutes, alongside the SSRN backtest CSV and the one-line MCP install. You paste the install into your terminal — the six tools are inside Claude before you finish your coffee. The methodology vault is bookmarked. The Sunday email subscription is already wired.
Sunday, 09:00 UTC
The first Acceleration Watch lands while you’re still on your first coffee. Five names, sector-tagged, with the chart and the percentile next to each. You scan. The third one is in a sector you’ve been quietly pulling toward for three months. You open the commit graph. The contributor influx is exactly the pattern the SSRN paper called out — four new committers inside 14 days, two of them ex-FAANG infrastructure engineers.
Sunday, 09:11
You draft a three-line email to the founder. “Saw your repo. The settlement-layer work caught my eye. Free for 15 minutes this week?” Send. The 21-to-47-day window has started its clock. You close the laptop. Eleven minutes total. The whole sourcing rhythm, fired once. You have not done a single warm intro.
Wednesday, 14:30
Reply lands. The founder is raising. Round closes in six weeks. You’re talking to them roughly 47 days before the deck reaches anyone in your warm-intro network — and the conversation you walk into Wednesday isn’t “I heard about you from a friend,” it’s “I read your code and the work is good.” That’s a different room. That’s the room you bought.
Five days. One email. One reply. The four closes above answer why the math works. The five days above are what it feels like when the math actually fires for the first time.
↳If by next Wednesday you have sent that one email and gotten that one reply, is €9.97 the right number to have paid for the rhythm that produced it?
The roadmap · Dashboard · €9.97/mo
Where you are now → where this takes you.
Four beats on the calendar for Dashboard · €9.97/mo. The ladder math by the date it actually moves.
Today01 / 04
Lock €9.97/mo founding price. Stripe checkout, one click, founding rate locked for the lifetime of the subscription.
Public list-price launches at €49/mo the day a regulated investor tool reviews us. The lock is a hedge against that day.
Day 702 / 04
First Sunday Acceleration Watch lands. Five names, sector-tagged, with the chart and decision rule.
By the second Sunday you'll catch yourself opening it before opening Crunchbase. That's the rhythm forming.
Day 3003 / 04
Three to five orgs from your first month's lists are in your CRM. One has booked a meeting.
Lead-time IQR is 21–47 days. By Day 30 the first window has closed and the first conversation has opened. Your scorecard begins.
Day 90 → 1 year04 / 04
Three to five sourcing wins traced back to the engine. €119.64 a year vs the expected value of one missed name at a €5K cheque (€40K).
The math of the Money Close is calendar-able. By twelve months you either renewed once at the same locked rate or churned with an honest reason — both are signal we use.
Full public roadmap (shipped / in flight / on deck / cut) at /roadmap. Reviewed and re-published quarterly.
Founding-member rate: €9.97/mo, locked for life. It rises to €49/mo once the founding cohort closes — everyone who joins before then keeps €9.97 forever. No countdown, no fake deadline: just the rate, while it’s still open.
Close
Lock €9.97/mo. Forever. Before the launch hike to €49.
One click. Stripe checkout. The next Monday digest, the full dashboard, and the SSRN panel ship to you inside ten minutes. The 30-day guarantee covers everything.
Or test on one sector for €7 (First Look Pass) — credited toward Dashboard if you upgrade in 14 days.
FAQ
Why is this a written page instead of a recorded video?
Because a busy investor can read 12 minutes faster than they can sit through a 90-minute recording. The arc is the same one direct-response sellers have used for decades — open with a hook, tell the discovery story, state the single belief, break three objections, stack the offer, close. We just put it on one scrollable page. The structure is what closes; the medium is just delivery.
What's the single belief in one sentence?
If GitHub commit-velocity acceleration is the most leading public signal in venture capital, then every other deal-flow source — pitch decks, AngelList, Crunchbase, warm intros — is a lagging indicator. The whole investing thesis falls or stands on whether that single belief is true.
Where does the 21–47 day lead claim come from?
The SSRN/Zenodo panel (219 GitHub engineering-velocity observations, 19 sectors, five quarterly periods) is descriptive — it deliberately carries no funding-event labels, so it does not by itself prove a lead band. Our working hypothesis is that a 2× contributor spike inside a 14-day window precedes fundraise announcements by a few weeks; we validate that openly on /scorecard (currently un-graded). The full panel + regression code is at signals.gitdealflow.com/research and the preprint is at ssrn.com/abstract=6606558.
Why €9.97/mo when comparable tools cost €1,000/mo?
Two reasons. One — we do not have a sales team. The whole price difference between us and Harmonic or Tracxn is the cost of an enterprise sales motion. Two — this is priced for someone writing small checks who wants earlier signal without an enterprise contract. Pricing matches the actual job, not procurement theatre.
What if I just want to test it on one sector before committing?
The First Look Pass is €7 once. You pick any of 19 tracked sectors at checkout. Within 24 hours you receive a written deep-dive PDF, the raw CSV, and a walkthrough of what stood out. If you upgrade to the Dashboard within 14 days, the €7 is credited. If you don't, you keep the report.
One more time, in one block
Here’s the entire offer in eight lines.
→The full ranked dashboard of every venture-backed startup we track. Refreshed every Monday at 09:00 UTC.
→The Sunday digest before that — five names ranked by acceleration, with the chart, the percentile, and the decision rule.
→Direct CSV / JSON exports. Drop them into Notion, a Google Sheet, your own pipeline.
→The MCP server (six tools) for Claude / Cursor / any agent — read your portfolio against the live signal in plain English.
→The full SSRN methodology paper + Zenodo dataset. Reproduce the regression yourself. CC BY 4.0.
→30-day Signal-or-It’s-Free guarantee. Reply REFUND. Two business days. No exit interview.
→Founding-member price locked forever at €9.97/mo. Public hike to €49/mo lands the day a regulated investor tool reviews us.
→One click. Stripe. The Monday digest, the dashboard, and the SSRN paper land in your inbox inside ten minutes.
Standalone value of the stack€1,728/yr
Your founding-member rate€9.97/mo
Read this far? You already believe the signal works.
