Product Launch · Jeff Walker PLF
Eight buyers, one weekend, one sector each. Monday morning you receive a 47-page PDF, the raw CSV, and a synthetic-voice walkthrough of the breakout candidates we found.
Cart closes Sun, 14 Jun 2026 23:59 UTC
Abstract
Sector Sweep is a cohort-based weekend research engagement. You pick the sector at checkout. Friday night through Sunday night the engine runs deep-dive analysis: top 25 ranked GitHub orgs by 14-day commit-velocity acceleration, contributor influx maps for the top 10, dependents-graph mapping for adoption signals, named pre-Crunchbase breakouts with thesis tags, raw CSV, and a 12-minute synthetic-voice walkthrough. Monday at 09:00 UTC the bundle lands. Cohort is capped at 8 buyers per quarter.
Stage 1 · Sideways Story · The Opportunity
Why sector landscapes are mispriced by 8×
Synthetic walkthrough · 2 min · cued for Mon, 25 May 2026
Synthetic-voice walkthrough rendering May 25 — the labor-vs-signal cost split.
Walk into any boutique consultancy and ask for a sector landscape: top 25 emerging companies, contributor maps, dependency analysis, named breakouts. They quote you €15,000 and three weeks. The output is a glossy deck, a CSV, and a partner walkthrough.
The reason it costs €15,000 is that the entire artifact is hand-built. An associate spends two weeks pulling LinkedIn data, scraping Crunchbase, hand-ranking the orgs, building the deck in PowerPoint. The labor is the cost.
But the underlying signal — code-side momentum across a sector — is computable in 4 hours of compute on a public GitHub corpus. The deck is the expensive part. The data is the cheap part. The opportunity is to ship the data on a weekend, autogenerate the deck, and price the artifact at what the data actually costs to produce, not what the consultancy bills.
Stage 2 · Ownership Experience · See It Working
Inside a Sector Sweep — what Monday actually looks like
Synthetic walkthrough · 6 min · cued for Mon, 01 Jun 2026
6-minute screen capture of last quarter’s bundle — synthetic narration over the actual artifacts.
The 47-page PDF opens with the executive summary: top 5 movers, top 3 breakouts, the regression statistics that backed the picks, and the false-positive caveat list. If you read nothing else, the first 4 pages set the watchlist for the quarter.
Pages 5–32 are the ranked top 25, one page each: org name, GitHub URL, 14-day commit-velocity delta, contributor influx (30-day), dependents graph, README freshness, and a 60-word thesis paragraph on why this org is on the list. The contributor influx map is a network diagram with the 30-day joiners highlighted.
Pages 33–47 are the breakout dossier: 8–12 named pre-Crunchbase orgs we believe will register a fundraise in 21–47 days. Each gets a 1.5-page memo with thesis tags, the specific signals that triggered the pick, and a confidence score. The raw CSV mirrors every metric for the entire universe (4,200+ orgs) so you can re-rank by any criterion.
The 12-minute synthetic-voice walkthrough is a guided audio tour through the top 5 picks — what stood out, what we’re unsure about, what the data is saying that the headlines aren’t. Played at 1.5× over Monday breakfast, you’re fully briefed by 09:15.
Stage 3 · Internal Struggle · The Doubts
The four-question objection list, on the record
Synthetic walkthrough · 5 min · cued for Mon, 08 Jun 2026
5-minute synthetic-voice walkthrough — depth, hallucinations, sector coverage, refund.
‘Is a weekend really enough depth?’ Honest answer: depth depends on what you’re after. If you want a 60-page McKinsey-style narrative on the regulatory landscape and the macro cycle, no — that’s a three-week consultancy engagement. If you want the actual list of 8 companies you should be writing checks at right now, sorted by the signal that leads fundraise announcements by 21–47 days — that’s a weekend of compute, and the artifact is more accurate than the three-week version because it’s computed, not opined.
‘How do you avoid hallucinating breakouts?’ Two-period confirmation rule. A breakout candidate has to register a 2× contributor spike in two consecutive 14-day windows before it lands on the list. Single-window spikes are filtered out as noise. We also include a false-positive caveat list — the candidates that almost made the cut but didn’t pass the two-period filter. You see what we excluded and why.
‘What if my sector isn’t covered?’ We track 19 sectors. The full list is at /weekly. If you want a sector outside that universe, email signal@gitdealflow.com before checkout — we may extend to your sector for the cohort, or refund. We don’t sell sweeps for sectors we can’t actually run the panel on.
‘Is the €1,797 refundable?’ Yes — if zero of the breakouts in our list register a fundraise within 90 days of delivery, we refund or credit toward the next quarter at your choice. The 90-day window is the median lead-time floor; missing it entirely means the panel didn’t fire and you shouldn’t pay for the artifact.
Stage 4 · Big Idea · Open Cart
Cohort opens now and closes June 14 at midnight UTC, or earlier if all 8 spots fill. After the cohort closes, the standard Sector Sweep rate is €2,497 and runs are scheduled monthly with one buyer at a time. The €1,797 cohort price is the only way in at this rate.
At checkout you pick the sector. The 19 currently-tracked sectors are: AI infrastructure, AI agents, developer tools, climate tech, biotech, fintech, cybersecurity, robotics, edge compute, vertical SaaS, gaming, creator tools, healthcare, defense tech, mobility, supply chain, vector databases, MLOps, observability. Email if you want a different sector run for the cohort.
If a Sector Sweep is the right shape for you, this is the cheapest sector landscape you’re going to find that holds up under reproducibility. If it isn’t, the free Acceleration Watch and the €9.97 founding-member rate stay where they are. Sector Sweep is the rung above founding-member; it doesn’t replace it.
The Stack
47-page sector deep-dive PDF (top 25 orgs, ranked)
€1,200 standalone
Contributor influx map for the top 10 orgs (30-day window)
€480 standalone
Dependents-graph adoption analysis (downstream usage signals)
€360 standalone
Named pre-Crunchbase breakouts (thesis-tagged, 8-12 candidates)
€720 standalone
Raw CSV — every org × every metric, license-friendly
€190 standalone
12-minute synthetic-voice walkthrough (MP3 + transcript)
€340 standalone
30-day Slack channel for follow-up methodology questions
€500 standalone
Refund-or-credit guarantee if the sector breakout list misses
Bonus
Standalone value: €3,790 of standalone value
Launch price: €1,797 once — Q2 2026 cohort, 8 spots
After window: €2,497 standard rate after the cohort closes
Two reasons. One — running 8 sectors in parallel over the same weekend lets the regression run amortize across all 8, so unit margin holds at €1,797. One-at-a-time delivery (the standard tier) is €2,497 because the compute is dedicated. Two — the cohort lets us cross-reference signals across sectors, which surfaces meta-themes (e.g. ‘AI infrastructure and observability are both accelerating because of inference costs’) that a single-sector run wouldn’t catch.
Email signal@gitdealflow.com before checkout. We may extend to your sector for the cohort if the universe of GitHub orgs is mappable in time. If we can’t, we’ll tell you before charging — no charge for sectors we can’t run.
Three formats simultaneously: a 1.5-page PDF memo per breakout (for reading), a CSV row per breakout (for filtering), and a JSON dump (for piping into your CRM or watchlist tool). The synthetic-voice walkthrough covers the top 5 in audio.
First Look is one sector, 24-hour intake, 14-page report, no contributor influx maps, no dependents-graph, no Slack channel, no walkthrough audio, no breakout dossier. Sector Sweep is the same sector with 47 pages, 30-day Slack support, the synthetic walkthrough, and the named-breakout dossier. First Look is the tripwire; Sector Sweep is the delivery the tripwire credit (€7) anticipates.
See every door into VC Deal Flow Signal at /funnels or read the 12-minute walkthrough.