Free tool — no signup

Get a Startup’s Breakout Signal in 2 Seconds

Paste any startup’s GitHub organization name. We pull live commit velocity, contributor growth, and signal classification from our weekly index of Q2 2026 acceleration data. Same engine VCs use to spot seed-stage breakouts before the round closes.

What you get the moment you play — free

01Live breakout signal for any GitHub org, scored against 20 sectors. Value if priced separately: $29.
02Free Weekly Signal Report mailed every Monday — 10 breakout-tagged startups with raw GitHub metrics. $49/mo value.
03Public scout profile at /s/[handle] — shareable track record, auto-resolved calls, reputation ladder. $19/mo value.
04MCP + Chrome extension for Claude / Cursor / any IDE plus Crunchbase + AngelList badges. $29/mo value.
05First-100 Founder Scout badge on your profile, permanent, non-transferable. Seeding in progress.
06SSRN-indexed methodology — peer-reviewable paper at ssrn.com/abstract=6606558. Citeable in any LP update.

Total stack value if billed separately: $126+/mo. Your price today: $0. Paste an org below to unlock.

Free. No signup. Powered by gitdealflow.com weekly engineering signal index.

Scout game · Free to play

Now make your own call.

The signal tells you what the data says. The scout game tracks what you see. Call it: does this team raise in the next 6 months? We resolve every prediction automatically. Right calls move you up the rank ladder.

Scout rank ladder

CuriousYou made your first call. Welcome to the game.
Scout10+ predictions, 40% accuracy. Free-tier cap. Public profile unlocks.
Sharp25+ predictions, 55% accuracy. Paid only. Unlimited calls + private mode.
Elite50+ predictions, 65% accuracy. Featured in weekly “Top 10 Scouts” email.
Oracle100+ predictions, 70% accuracy, top 1% globally. Inner-circle Telegram + lifetime founder badge.

First 100 scouts to submit a prediction earn a permanent Founder Scout badge on their public profile. Seeding in progress — be in the first 100.

Top 6 accelerating right now (Q2 2026)

Click any to test the tool with that org pre-filled.

castle-engine+344%

24 contributors·40 commits/14d

Deploy frequency spike

solidusio+333%

100 contributors·13 commits/14d

Deploy frequency spike

orbiternassp+329%

37 contributors·30 commits/14d

Deploy frequency spike

JanssenProject+77%

100 contributors·461 commits/14d

Framework migration

akto-api-security+75%

53 contributors·267 commits/14d

Framework migration

ishgroup+75%

13 contributors·7 commits/14d

Framework migration

How the signal is computed

We crawl public GitHub for the org’s most active repository.
Compute commits, unique contributors, and new repos over a rolling 14-day window.
Compare to the prior 14 days. >50% velocity change = accelerating.
Acceleration patterns have preceded fundraise announcements by 3-6 weeks in our data.

Full methodology: /methodology

Want all 10 startups we predict will raise in Q3 2026?

Public watchlist. Bookmark and verify in 6 months.

See the watchlist →

Scout rank ladder

CuriousYou made your first call. Welcome to the game.

Scout10+ predictions, 40% accuracy. Free-tier cap. Public profile unlocks.

Sharp25+ predictions, 55% accuracy. Paid only. Unlimited calls + private mode.

Elite50+ predictions, 65% accuracy. Featured in weekly “Top 10 Scouts” email.

Oracle100+ predictions, 70% accuracy, top 1% globally. Inner-circle Telegram + lifetime founder badge.

First 100 scouts to submit a prediction earn a permanent Founder Scout badge on their public profile. Seeding in progress — be in the first 100.

How the signal is computed

We crawl public GitHub for the org’s most active repository.

Compute commits, unique contributors, and new repos over a rolling 14-day window.

Compare to the prior 14 days. >50% velocity change = accelerating.

Acceleration patterns have preceded fundraise announcements by 3-6 weeks in our data.